Research outputs

Publications

Selected contributions to trustworthy AI, multimodal sensing, and mobile and pervasive systems, followed by the complete bibliography grouped by year. Each year previews two papers; expand it to browse all works. Author lists, paper sources, PDFs, and BibTeX accompany the references.

Selected Publications

Representative contributions across my research programme.

X-Palm: Paired Multispectral-to-Smartphone Dataset for Cross-Domain Palmprint Authentication

Jamal Seyedmohammadi, Pai Chet Ng, Angelo Genovese, Zhixiang Chi, Jeannie Lee, Konstantinos N. Plataniotis.

NeurIPS 2026, Evaluations & Datasets (E&D) Track. Accepted.

BibTeX & citation notes
@inproceedings{Ng2026C15,
  author = {Jamal Seyedmohammadi and Pai Chet Ng and Angelo Genovese and Zhixiang Chi and Jeannie Lee and Konstantinos N. Plataniotis},
  title = {X-Palm: Paired Multispectral-to-Smartphone Dataset for Cross-Domain Palmprint Authentication},
  year = {2026},
  booktitle = {NeurIPS 2026 Evaluations \& Datasets Track},
  doi = {10.48550/arXiv.2606.08437},
  url = {https://arxiv.org/abs/2606.08437},
  eprint = {2606.08437},
  archivePrefix = {arXiv},
  note = {Accepted. Available PDF and DOI refer to the arXiv author version.}
}
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Accepted. DOI: 10.48550/arXiv.2606.08437 Local PDF: arXiv author version.

I Know What You Meme, Even If it Emerged Today: Understanding Evolving Memes through Open-World Knowledge Acquisition

Shanhong Liu, Rui Cao, Pai Chet Ng, De Wen Soh.

EMNLP 2026 main conference. Accepted.

BibTeX & citation notes
@inproceedings{Ng2026C7,
  author = {Shanhong Liu and Rui Cao and Pai Chet Ng and De Wen Soh},
  title = {I Know What You Meme, Even If it Emerged Today: Understanding Evolving Memes through Open-World Knowledge Acquisition},
  year = {2026},
  booktitle = {EMNLP 2026},
  doi = {10.48550/arXiv.2606.05316},
  url = {https://arxiv.org/abs/2606.05316},
  eprint = {2606.05316},
  archivePrefix = {arXiv},
  note = {Accepted}
}
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Accepted. DOI: 10.48550/arXiv.2606.05316 Local PDF: arXiv author version.

Multi-Modal Federated Learning Over Cell-Free Massive MIMO Systems for Activity Recognition

Seyed Mohammad Sheikholeslami, Pai Chet Ng, Jamshid Abouei, Konstantinos N. Plataniotis.

IEEE Access 13: 40844-40858 (2025).

BibTeX & citation notes
@article{Ng2025J2,
  author = {Seyed Mohammad Sheikholeslami and Pai Chet Ng and Jamshid Abouei and Konstantinos N. Plataniotis},
  title = {Multi-Modal Federated Learning Over Cell-Free Massive MIMO Systems for Activity Recognition},
  year = {2025},
  journal = {IEEE Access},
  volume = {13},
  pages = {40844--40858},
  doi = {10.1109/ACCESS.2025.3548001},
  url = {https://doi.org/10.1109/ACCESS.2025.3548001}
}
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Published. DOI: 10.1109/ACCESS.2025.3548001 Local PDF: Publicly available paper copy.

HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments

Alireza Esmaeilzehi, Ensieh Khazaei, Kai Wang, Navjot Kaur Kalsi, Pai Chet Ng, Huan Liu, Yuanhao Yu, Dimitrios Hatzinakos, Konstantinos N. Plataniotis.

Pattern Recognition Letters 184: 126-132 (2024).

Paper ↗PDF pending
BibTeX & citation notes
@article{Ng2024J3,
  author = {Alireza Esmaeilzehi and Ensieh Khazaei and Kai Wang and Navjot Kaur Kalsi and Pai Chet Ng and Huan Liu and Yuanhao Yu and Dimitrios Hatzinakos and Konstantinos N. Plataniotis},
  title = {HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments},
  year = {2024},
  journal = {Pattern Recognition Letters},
  volume = {184},
  pages = {126--132},
  doi = {10.1016/j.patrec.2024.06.017},
  url = {https://doi.org/10.1016/j.patrec.2024.06.017}
}
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Published. DOI: 10.1016/j.patrec.2024.06.017

Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images

Pai Chet Ng, Zhixiang Chi, Yannick Verdie, Juwei Lu, Konstantinos N. Plataniotis.

NeurIPS 2023, Datasets and Benchmarks Track, pp. 24158–24170.

BibTeX & citation notes
@inproceedings{Ng2023C40,
  author = {Pai Chet Ng and Zhixiang Chi and Yannick Verdie and Juwei Lu and Konstantinos N. Plataniotis},
  title = {Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images},
  year = {2023},
  booktitle = {Advances in Neural Information Processing Systems 36},
  pages = {24158--24170},
  publisher = {Neural Information Processing Systems Foundation, Inc. (NeurIPS)},
  doi = {10.52202/075280-1050},
  url = {https://doi.org/10.52202/075280-1050}
}
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Published. DOI: 10.52202/075280-1050 Local PDF: Publicly available paper copy.

A Kernel Method to Nonlinear Location Estimation With RSS-Based Fingerprint

Pai Chet Ng, Petros Spachos, James She, Konstantinos N. Plataniotis.

IEEE Transactions on Mobile Computing 22 (8): 4388-4404 (2023).

BibTeX & citation notes
@article{Ng2023J4,
  author = {Pai Chet Ng and Petros Spachos and James She and Konstantinos N. Plataniotis},
  title = {A Kernel Method to Nonlinear Location Estimation With RSS-Based Fingerprint},
  year = {2023},
  journal = {IEEE Transactions on Mobile Computing},
  volume = {22},
  number = {8},
  pages = {4388--4404},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/TMC.2022.3162612},
  url = {https://doi.org/10.1109/TMC.2022.3162612}
}
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Published. DOI: 10.1109/TMC.2022.3162612 Local PDF: arXiv author version.

Stress Detection Through Wrist-Based Electrodermal Activity Monitoring and Machine Learning

Lili Zhu, Petros Spachos, Pai Chet Ng, Yuanhao Yu, Yang Wang, Konstantinos N. Plataniotis, Dimitrios Hatzinakos.

IEEE Journal of Biomedical and Health Informatics 27 (5): 2155-2165 (2023).

BibTeX & citation notes
@article{Ng2023J6,
  author = {Lili Zhu and Petros Spachos and Pai Chet Ng and Yuanhao Yu and Yang Wang and Konstantinos N. Plataniotis and Dimitrios Hatzinakos},
  title = {Stress Detection Through Wrist-Based Electrodermal Activity Monitoring and Machine Learning},
  year = {2023},
  journal = {IEEE Journal of Biomedical and Health Informatics},
  volume = {27},
  number = {5},
  pages = {2155--2165},
  doi = {10.1109/JBHI.2023.3239305},
  url = {https://doi.org/10.1109/JBHI.2023.3239305}
}
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Published. DOI: 10.1109/JBHI.2023.3239305 Local PDF: Published version from the co-author’s website.

Personal Devices for Contact Tracing: Smartphones and Wearables to Fight Covid-19

Pai Chet Ng, Petros Spachos, Stefano Gregori, Konstantinos N. Plataniotis.

IEEE Communications Magazine 59 (9): 24-29 (2021).

BibTeX & citation notes
@article{Ng2021J11,
  author = {Pai Chet Ng and Petros Spachos and Stefano Gregori and Konstantinos N. Plataniotis},
  title = {Personal Devices for Contact Tracing: Smartphones and Wearables to Fight Covid-19},
  year = {2021},
  journal = {IEEE Communications Magazine},
  volume = {59},
  number = {9},
  pages = {24--29},
  doi = {10.1109/MCOM.001.2100002},
  url = {https://doi.org/10.1109/MCOM.001.2100002}
}
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Published. DOI: 10.1109/MCOM.001.2100002 Local PDF: arXiv author version.

ARMOR: Agentic Reasoning for Methods Orchestration and Reparameterization for Robust Adversarial Attacks

Gabriel Jun Rong Lee, Christos Korgialas, Dion Jia Xu Ho, Pai Chet Ng, Xiaoxiao Miao, Konstantinos N. Plataniotis.

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026, pp. 22237–22241.

BibTeX & citation notes
@inproceedings{Ng2026C2,
  author = {Gabriel Jun Rong Lee and Christos Korgialas and Dion Jia Xu Ho and Pai Chet Ng and Xiaoxiao Miao and Konstantinos N. Plataniotis},
  title = {ARMOR: Agentic Reasoning for Methods Orchestration and Reparameterization for Robust Adversarial Attacks},
  year = {2026},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages = {22237--22241},
  publisher = {IEEE},
  doi = {10.1109/icassp55912.2026.11460595},
  url = {https://doi.org/10.1109/icassp55912.2026.11460595}
}
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Published. DOI: 10.1109/icassp55912.2026.11460595 Local PDF: arXiv author version.

All Publications

The complete bibliography, including the selected publications above.

2027

Beyond a Joke: Multi-Angle Reasoning for Detecting and Explaining Harmful Humor in Memes

Shanhong Liu, Pai Chet Ng, De Wen Soh, Malika Meghjani, Konstantinos N. Plataniotis.

AAAI International Conference on Web and Social Media (ICWSM), 2027. Accepted.

BibTeX & citation notes
@inproceedings{Ng2027C3,
  author = {Shanhong Liu and Pai Chet Ng and De Wen Soh and Malika Meghjani and Konstantinos N. Plataniotis},
  title = {Beyond a Joke: Multi-Angle Reasoning for Detecting and Explaining Harmful Humor in Memes},
  year = {2027},
  doi = {10.48550/arXiv.2607.15442},
  url = {https://arxiv.org/abs/2607.15442},
  eprint = {2607.15442},
  archivePrefix = {arXiv},
  booktitle = {AAAI International Conference on Web and Social Media (ICWSM)},
  note = {Accepted; arXiv author version}
}
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Accepted. DOI: 10.48550/arXiv.2607.15442 Local PDF: arXiv author version.

2026

ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors

Christos Korgialas, Gabriel Jun Rong Lee, Dion Jia Xu Ho, Pai Chet Ng, Xiaoxiao Miao, Konstantinos N. Plataniotis.

Submitted to IEEE Transactions on Reliability. Preprint: arXiv:2607.15246 (16 July 2026).

BibTeX & citation notes
@misc{Ng2026C1,
  author = {Christos Korgialas and Gabriel Jun Rong Lee and Dion Jia Xu Ho and Pai Chet Ng and Xiaoxiao Miao and Konstantinos N. Plataniotis},
  title = {ARMOR++: Agentic Orchestration of a Multi-Domain Primitive Set for Transferable Attacks on Deepfake Detectors},
  year = {2026},
  doi = {10.48550/arXiv.2607.15246},
  url = {https://arxiv.org/abs/2607.15246},
  eprint = {2607.15246},
  archivePrefix = {arXiv},
  note = {Preprint; submitted to IEEE Transactions on Reliability}
}
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Submitted. DOI: 10.48550/arXiv.2607.15246 Local PDF: arXiv author manuscript with the earlier title “ARMOR++: Agentic Reasoning for Method Orchestration and Reparameterization in Transferable Black-Box Attacks on Deepfake Detectors”. The arXiv metadata uses the updated title shown above.

ARMOR: Agentic Reasoning for Methods Orchestration and Reparameterization for Robust Adversarial Attacks

Gabriel Jun Rong Lee, Christos Korgialas, Dion Jia Xu Ho, Pai Chet Ng, Xiaoxiao Miao, Konstantinos N. Plataniotis.

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026, pp. 22237–22241.

BibTeX & citation notes
@inproceedings{Ng2026C2,
  author = {Gabriel Jun Rong Lee and Christos Korgialas and Dion Jia Xu Ho and Pai Chet Ng and Xiaoxiao Miao and Konstantinos N. Plataniotis},
  title = {ARMOR: Agentic Reasoning for Methods Orchestration and Reparameterization for Robust Adversarial Attacks},
  year = {2026},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages = {22237--22241},
  publisher = {IEEE},
  doi = {10.1109/icassp55912.2026.11460595},
  url = {https://doi.org/10.1109/icassp55912.2026.11460595}
}
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Published. DOI: 10.1109/icassp55912.2026.11460595 Local PDF: arXiv author version.

Show All Publications from 2026

CLARITY: Contextual Linguistic Adaptation and Accent Retrieval for Dual-Bias Mitigation in Text-to-Speech Generation

Crystal Min Hui Poon, Pai Chet Ng, Xiaoxiao Miao, Immanuel Jun Kai Loh, Bowen Zhang, Haoyu Song, Ian McLoughlin.

IEEE ICHMS 2026, pp. 548–553, Singapore. 1–3 July 2026.

BibTeX & citation notes
@inproceedings{Ng2026C4,
  author = {Crystal Min Hui Poon and Pai Chet Ng and Xiaoxiao Miao and Immanuel Jun Kai Loh and Bowen Zhang and Haoyu Song and Ian McLoughlin},
  title = {CLARITY: Contextual Linguistic Adaptation and Accent Retrieval for Dual-Bias Mitigation in Text-to-Speech Generation},
  year = {2026},
  booktitle = {2026 IEEE International Conference on Human-Machine Systems (ICHMS)},
  pages = {548--553},
  publisher = {IEEE},
  doi = {10.1109/ICHMS69701.2026.11602264},
  url = {https://doi.org/10.1109/ICHMS69701.2026.11602264}
}
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Published. DOI: 10.1109/ICHMS69701.2026.11602264 Local PDF: arXiv author version.

Contactless Palmprint Identification with Programmable Multispectral Imaging and Foundation Models on the Edge

Jamal Seyedmohammadi, Vi Shean Lim, Shi Quan Marcus Foo, Pai Chet Ng, Konstantinos N. Plataniotis.

IEEE ICHMS 2026, Singapore. 1–3 July 2026.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2026C5,
  author = {Jamal Seyedmohammadi and Vi Shean Lim and Shi Quan Marcus Foo and Pai Chet Ng and Konstantinos N. Plataniotis},
  title = {Contactless Palmprint Identification with Programmable Multispectral Imaging and Foundation Models on the Edge},
  year = {2026},
  booktitle = {2026 IEEE International Conference on Human-Machine Systems (ICHMS)},
  pages = {281--286},
  publisher = {IEEE},
  doi = {10.1109/ICHMS69701.2026.11602286},
  url = {https://doi.org/10.1109/ICHMS69701.2026.11602286}
}
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Published. DOI: 10.1109/ICHMS69701.2026.11602286

FLAP: Adaptive Personalization for Federated Deepfake Detection

Pai Chet Ng, Konstantinos N. Plataniotis.

ARTI@IEEE ICIP2026, Tampere, Finland. 17 September 2026; accepted 27 June 2026.

AcceptedProgramme ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2026C6,
  author = {Pai Chet Ng and Konstantinos N. Plataniotis},
  title = {FLAP: Adaptive Personalization for Federated Deepfake Detection},
  year = {2026},
  booktitle = {ARTI@IEEE ICIP2026},
  url = {https://2026.ieeeicip.org/satellite-workshops/},
  note = {Accepted}
}
Download .bib

Accepted. No DOI verified for this record.

I Know What You Meme, Even If it Emerged Today: Understanding Evolving Memes through Open-World Knowledge Acquisition

Shanhong Liu, Rui Cao, Pai Chet Ng, De Wen Soh.

EMNLP 2026 main conference. Accepted.

BibTeX & citation notes
@inproceedings{Ng2026C7,
  author = {Shanhong Liu and Rui Cao and Pai Chet Ng and De Wen Soh},
  title = {I Know What You Meme, Even If it Emerged Today: Understanding Evolving Memes through Open-World Knowledge Acquisition},
  year = {2026},
  booktitle = {EMNLP 2026},
  doi = {10.48550/arXiv.2606.05316},
  url = {https://arxiv.org/abs/2606.05316},
  eprint = {2606.05316},
  archivePrefix = {arXiv},
  note = {Accepted}
}
Download .bib

Accepted. DOI: 10.48550/arXiv.2606.05316 Local PDF: arXiv author version.

Learning Identity Beyond Activity: Open-Set User Verification with WiFi CSI

Pai Chet Ng, Konstantinos N. Plataniotis.

IEEE PIMRC 2026, Singapore. 1–4 September 2026; accepted 2 July 2026.

AcceptedPDF pending
BibTeX & citation notes
@inproceedings{Ng2026C8,
  author = {Pai Chet Ng and Konstantinos N. Plataniotis},
  title = {Learning Identity Beyond Activity: Open-Set User Verification with WiFi CSI},
  year = {2026},
  booktitle = {IEEE PIMRC 2026},
  note = {Accepted}
}
Download .bib

Accepted. No DOI verified for this record.

MER-Live: An Interactive Browser Demo of Prosody-Driven Multimodal Emotion Recognition

Haoyu Song, Xiaoxiao Miao, Pai Chet Ng, Timothy Liu, Aik Beng Ng, Ian McLoughlin.

Proceedings of Interspeech 2026, pp. 5920–5921. Published demonstration abstract.

BibTeX & citation notes
@inproceedings{Ng2026C9,
  author = {Haoyu Song and Xiaoxiao Miao and Pai Chet Ng and Timothy Liu and Aik Beng Ng and Ian McLoughlin},
  title = {MER-Live: An Interactive Browser Demo of Prosody-Driven Multimodal Emotion Recognition},
  year = {2026},
  booktitle = {Proceedings of Interspeech 2026},
  pages = {5920--5921},
  url = {https://www.isca-archive.org/interspeech\_2026/song26h\_interspeech.html}
}
Download .bib

Published. No DOI verified for this record. Local PDF: Publicly available paper copy.

Multi-Level Knowledge Sharing in Federated Palmprint Authentication

Seyed Jamal Seyedmohammadi, Pai Chet Ng, Konstantinos N. Plataniotis.

PFATCV@ECCV2026. 9 September 2026. Accepted.

AcceptedPaper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2026C10,
  author = {Seyed Jamal Seyedmohammadi and Pai Chet Ng and Konstantinos N. Plataniotis},
  title = {Multi-Level Knowledge Sharing in Federated Palmprint Authentication},
  year = {2026},
  booktitle = {PFATCV@ECCV2026},
  url = {https://openreview.net/forum?id=9mVZ7vUuHz},
  note = {Accepted}
}
Download .bib

Accepted. No DOI verified for this record.

Personalized Federated Learning for Multimodal Biometric User Verification

Peter Febrianto Afandy, Pai Chet Ng, Xiaoxiao Miao.

APSIPA ASC 2026. Accepted 31 July 2026.

AcceptedPDF pending
BibTeX & citation notes
@inproceedings{Ng2026C11,
  author = {Peter Febrianto Afandy and Pai Chet Ng and Xiaoxiao Miao},
  title = {Personalized Federated Learning for Multimodal Biometric User Verification},
  year = {2026},
  booktitle = {APSIPA ASC 2026},
  note = {Accepted}
}
Download .bib

Accepted. No DOI verified for this record.

Privacy-Preserving Federated Action Recognition via Differentially Private Selective Tuning and Efficient Communication

Idris Zakariyya, Pai Chet Ng, Kaushik Bhargav Sivangi, S. Mohammad Sheikholeslami, Konstantinos N. Plataniotis, Fani Deligianni.

IEEE ICIP 2026 main conference, Tampere, Finland. 13–17 September 2026; accepted 30 April 2026.

BibTeX & citation notes
@inproceedings{Ng2026C12,
  author = {Idris Zakariyya and Pai Chet Ng and Kaushik Bhargav Sivangi and S. Mohammad Sheikholeslami and Konstantinos N. Plataniotis and Fani Deligianni},
  title = {Privacy-Preserving Federated Action Recognition via Differentially Private Selective Tuning and Efficient Communication},
  year = {2026},
  booktitle = {IEEE ICIP 2026},
  doi = {10.48550/arXiv.2603.21305},
  url = {https://arxiv.org/abs/2603.21305},
  eprint = {2603.21305},
  archivePrefix = {arXiv},
  note = {Accepted}
}
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Accepted. DOI: 10.48550/arXiv.2603.21305 Local PDF: arXiv author version.

Profile-Aware Trustworthy Recipe Generation with Planner-Critic Agentic Remediation

Shanhong Liu, Pai Chet Ng, Konstantinos N. Plataniotis.

ARTI@IEEE ICIP2026, Tampere, Finland. September 2026; accepted 27 June 2026.

AcceptedPDF pending
BibTeX & citation notes
@inproceedings{Ng2026C13,
  author = {Shanhong Liu and Pai Chet Ng and Konstantinos N. Plataniotis},
  title = {Profile-Aware Trustworthy Recipe Generation with Planner-Critic Agentic Remediation},
  year = {2026},
  booktitle = {ARTI@IEEE ICIP2026},
  note = {Accepted}
}
Download .bib

Accepted. No DOI verified for this record.

The Hyper-Object Challenge: Inferring Beyond the Visible in Low-Cost Hyperspectral Imaging

Pai Chet Ng, Gabriel Jun Rong Lee, Seyed Mohammad Sheikholeslami, Malcolm Low, Nikolaos Boulgouris, Thirimachos Bourlai, Juwei Lu, Konstantinos N. Plataniotis.

ICASSP 2026 SP Grand Challenge, Barcelona, Spain. 7 May 2026.

BibTeX & citation notes
@inproceedings{Ng2026C14,
  author = {Pai Chet Ng and Gabriel Jun Rong Lee and Seyed Mohammad Sheikholeslami and Malcolm Low and Nikolaos Boulgouris and Thirimachos Bourlai and Juwei Lu and Konstantinos N. Plataniotis},
  title = {The Hyper-Object Challenge: Inferring Beyond the Visible in Low-Cost Hyperspectral Imaging},
  year = {2026},
  booktitle = {ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages = {21818--21820},
  publisher = {IEEE},
  doi = {10.1109/icassp55912.2026.11460657},
  url = {https://doi.org/10.1109/icassp55912.2026.11460657}
}
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Published. DOI: 10.1109/icassp55912.2026.11460657

X-Palm: Paired Multispectral-to-Smartphone Dataset for Cross-Domain Palmprint Authentication

Jamal Seyedmohammadi, Pai Chet Ng, Angelo Genovese, Zhixiang Chi, Jeannie Lee, Konstantinos N. Plataniotis.

NeurIPS 2026, Evaluations & Datasets (E&D) Track. Accepted.

BibTeX & citation notes
@inproceedings{Ng2026C15,
  author = {Jamal Seyedmohammadi and Pai Chet Ng and Angelo Genovese and Zhixiang Chi and Jeannie Lee and Konstantinos N. Plataniotis},
  title = {X-Palm: Paired Multispectral-to-Smartphone Dataset for Cross-Domain Palmprint Authentication},
  year = {2026},
  booktitle = {NeurIPS 2026 Evaluations \& Datasets Track},
  doi = {10.48550/arXiv.2606.08437},
  url = {https://arxiv.org/abs/2606.08437},
  eprint = {2606.08437},
  archivePrefix = {arXiv},
  note = {Accepted. Available PDF and DOI refer to the arXiv author version.}
}
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Accepted. DOI: 10.48550/arXiv.2606.08437 Local PDF: arXiv author version.

Yes FLoReNce, I Will Do Better Next Time! Agentic Feedback Reasoning for Humorous Meme Detection

Olivia Shanhong Liu, Pai Chet Ng, De Wen Soh, Konstantinos N. Plataniotis.

LaMAS@AAAI2026, Singapore. Peer-reviewed non-archival oral presentation.

Non-archivalPaper ↗PDF ↓
BibTeX & citation notes
@inproceedings{Ng2026C16,
  author = {Olivia Shanhong Liu and Pai Chet Ng and De Wen Soh and Konstantinos N. Plataniotis},
  title = {Yes FLoReNce, I Will Do Better Next Time! Agentic Feedback Reasoning for Humorous Meme Detection},
  year = {2026},
  booktitle = {LaMAS@AAAI2026},
  doi = {10.48550/arXiv.2601.07232},
  url = {https://arxiv.org/abs/2601.07232},
  eprint = {2601.07232},
  archivePrefix = {arXiv},
  note = {Non-archival oral presentation}
}
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Non-archival. DOI: 10.48550/arXiv.2601.07232 Local PDF: arXiv author version.

2025

Hierarchical Multimodal Federated Learning Over Cell-Free Massive MIMO Systems

Seyed Mohammad Sheikholeslami, Pai Chet Ng, Konstantinos N. Plataniotis.

IEEE Open Journal of the Communications Society 6: 8111-8127 (2025).

Paper ↗PDF pending
BibTeX & citation notes
@article{Ng2025J1,
  author = {Seyed Mohammad Sheikholeslami and Pai Chet Ng and Konstantinos N. Plataniotis},
  title = {Hierarchical Multimodal Federated Learning Over Cell-Free Massive MIMO Systems},
  year = {2025},
  journal = {IEEE Open Journal of the Communications Society},
  volume = {6},
  pages = {8111--8127},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/OJCOMS.2025.3614440},
  url = {https://doi.org/10.1109/OJCOMS.2025.3614440}
}
Download .bib

Published. DOI: 10.1109/OJCOMS.2025.3614440

Multi-Modal Federated Learning Over Cell-Free Massive MIMO Systems for Activity Recognition

Seyed Mohammad Sheikholeslami, Pai Chet Ng, Jamshid Abouei, Konstantinos N. Plataniotis.

IEEE Access 13: 40844-40858 (2025).

BibTeX & citation notes
@article{Ng2025J2,
  author = {Seyed Mohammad Sheikholeslami and Pai Chet Ng and Jamshid Abouei and Konstantinos N. Plataniotis},
  title = {Multi-Modal Federated Learning Over Cell-Free Massive MIMO Systems for Activity Recognition},
  year = {2025},
  journal = {IEEE Access},
  volume = {13},
  pages = {40844--40858},
  doi = {10.1109/ACCESS.2025.3548001},
  url = {https://doi.org/10.1109/ACCESS.2025.3548001}
}
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Published. DOI: 10.1109/ACCESS.2025.3548001 Local PDF: Publicly available paper copy.

Show All Publications from 2025

A Hybrid LoRa and Wi-Fi Mesh System for Multi-Floor Elderly Tracking and Monitoring

Peter Febrianto Afandy, Lionel Wei Xian Sim, Ashley Tay Yong Jun, Joshua Lim, Colin KJ Ng, Pai Chet Ng, Konstantinos N. Plataniotis.

WF-IoT 2025: 1-6.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2025C17,
  author = {Peter Febrianto Afandy and Lionel Wei Xian Sim and Ashley Tay Yong Jun and Joshua Lim and Colin KJ Ng and Pai Chet Ng and Konstantinos N. Plataniotis},
  title = {A Hybrid LoRa and Wi-Fi Mesh System for Multi-Floor Elderly Tracking and Monitoring},
  year = {2025},
  booktitle = {2025 IEEE 11th World Forum on Internet of Things (WF-IoT)},
  pages = {1--6},
  publisher = {IEEE},
  doi = {10.1109/wf-iot64238.2025.11270548},
  url = {https://doi.org/10.1109/wf-iot64238.2025.11270548}
}
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Published. DOI: 10.1109/wf-iot64238.2025.11270548

Do Emotions Matter? An Empirical Exploration of Facial Recognition across Diverse Datasets

Shi Quan Marcus Foo, Vi Shean Lim, Pai Chet Ng, Jeannie S. Lee.

SOLI 2025: 119-124. 28–30 September 2025.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2025C18,
  author = {Shi Quan Marcus Foo and Vi Shean Lim and Pai Chet Ng and Jeannie S. Lee},
  title = {Do Emotions Matter? An Empirical Exploration of Facial Recognition across Diverse Datasets},
  year = {2025},
  booktitle = {2025 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)},
  pages = {119--124},
  publisher = {IEEE},
  doi = {10.1109/soli66289.2025.11396220},
  url = {https://doi.org/10.1109/soli66289.2025.11396220}
}
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Published. DOI: 10.1109/soli66289.2025.11396220

Enhancing LOS/NLOS Classification in UWB with Robust Feature Engineering

Peter Febrianto Afandy, Adrian Pang Zi Jian, Ryan Lai Wei Shao, Tan Yu Jie, Ashley Tay Yong Jun, Pai Chet Ng, Konstantinos N. Plataniotis.

WF-IoT 2025: 1-6.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2025C19,
  author = {Peter Febrianto Afandy and Adrian Pang Zi Jian and Ryan Lai Wei Shao and Tan Yu Jie and Ashley Tay Yong Jun and Pai Chet Ng and Konstantinos N. Plataniotis},
  title = {Enhancing LOS/NLOS Classification in UWB with Robust Feature Engineering},
  year = {2025},
  booktitle = {2025 IEEE 11th World Forum on Internet of Things (WF-IoT)},
  pages = {1--6},
  publisher = {IEEE},
  doi = {10.1109/wf-iot64238.2025.11270703},
  url = {https://doi.org/10.1109/wf-iot64238.2025.11270703}
}
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Published. DOI: 10.1109/wf-iot64238.2025.11270703

Exploring Machine Learning and Language Models for Multimodal Depression Detection

Javier Si Zhao Hong, Timothy Zoe Delaya, Sherwyn Chan Yin Kit, Pai Chet Ng, Xiaoxiao Miao.

APSIPA 2025: 1509-1514.

BibTeX & citation notes
@inproceedings{Ng2025C20,
  author = {Javier Si Zhao Hong and Timothy Zoe Delaya and Sherwyn Chan Yin Kit and Pai Chet Ng and Xiaoxiao Miao},
  title = {Exploring Machine Learning and Language Models for Multimodal Depression Detection},
  year = {2025},
  booktitle = {2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)},
  pages = {1509--1514},
  publisher = {IEEE},
  doi = {10.1109/apsipaasc65261.2025.11249212},
  url = {https://doi.org/10.1109/apsipaasc65261.2025.11249212}
}
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Published. DOI: 10.1109/apsipaasc65261.2025.11249212 Local PDF: Publicly available paper copy.

FedGraph: Probing-Based Personalized Federated Learning for Human Activity Recognition with Multimodal Physiological Signals

Pai Chet Ng, Arash Rasti-Meymandi, Seyed Mohammad Sheikholeslami, Konstantinos N. Plataniotis.

FPPAI@IEEE ICDCS2025, pp. 706–716.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2025C21,
  author = {Pai Chet Ng and Arash Rasti-Meymandi and Seyed Mohammad Sheikholeslami and Konstantinos N. Plataniotis},
  title = {FedGraph: Probing-Based Personalized Federated Learning for Human Activity Recognition with Multimodal Physiological Signals},
  year = {2025},
  booktitle = {FPPAI@IEEE ICDCS2025},
  pages = {706--716},
  doi = {10.1109/ICDCSW63273.2025.00130},
  url = {https://doi.org/10.1109/ICDCSW63273.2025.00130}
}
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Published. DOI: 10.1109/ICDCSW63273.2025.00130

Large-Scale Federated Learning for Hybrid Cell-Free Massive MIMO and Visible Light Communication Systems

Seyed Mohammad Sheikholeslami, Pai Chet Ng, Konstantinos N. Plataniotis.

PIMRC 2025: 1-6. 1–4 September 2025.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2025C22,
  author = {Seyed Mohammad Sheikholeslami and Pai Chet Ng and Konstantinos N. Plataniotis},
  title = {Large-Scale Federated Learning for Hybrid Cell-Free Massive MIMO and Visible Light Communication Systems},
  year = {2025},
  booktitle = {2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)},
  pages = {1--6},
  publisher = {IEEE},
  doi = {10.1109/pimrc62392.2025.11275256},
  url = {https://doi.org/10.1109/pimrc62392.2025.11275256}
}
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Published. DOI: 10.1109/pimrc62392.2025.11275256

MS-GAGA: Metric-Selective Guided Adversarial Generation Attack

Dion J. X. Ho, Gabriel Lee Jun Rong, Niharika Shrivastava, Harshavardhan Abichandani, Pai Chet Ng, Xiaoxiao Miao.

PFATCV@BMVC2025. 27 November 2025.

BibTeX & citation notes
@inproceedings{Ng2025C23,
  author = {Dion J. X. Ho and Gabriel Lee Jun Rong and Niharika Shrivastava and Harshavardhan Abichandani and Pai Chet Ng and Xiaoxiao Miao},
  title = {MS-GAGA: Metric-Selective Guided Adversarial Generation Attack},
  year = {2025},
  booktitle = {PFATCV@BMVC2025},
  url = {https://bmva-archive.org.uk/bmvc/2025/assets/workshops/PFATCV/Paper\_8/paper.pdf}
}
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Published. No DOI verified for this record. Local PDF: Publicly available paper copy.

Person Re-Identification with Structural Semantic Graphs in Resource-Constrained Environments

Munir Bin Rudy Herman, Pai Chet Ng, Olivia Shanhong Liu.

IEEE TENCON 2025, pp. 1315–1319. 27–30 October 2025.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2025C24,
  author = {Munir Bin Rudy Herman and Pai Chet Ng and Olivia Shanhong Liu},
  title = {Person Re-Identification with Structural Semantic Graphs in Resource-Constrained Environments},
  year = {2025},
  booktitle = {TENCON 2025 - 2025 IEEE Region 10 Conference (TENCON)},
  pages = {1315--1319},
  publisher = {IEEE},
  doi = {10.1109/tencon66050.2025.11375355},
  url = {https://doi.org/10.1109/tencon66050.2025.11375355}
}
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Published. DOI: 10.1109/tencon66050.2025.11375355

VoCare AI: A Multi-Agent LLM Workflow for Improved Clinic Operational Efficiency

Derrick Lim Jo Han, Pai Chet Ng, Malcolm Yoke Hean Low.

IEEE TENCON 2025, pp. 1300–1304. 27–30 October 2025.

BibTeX & citation notes
@inproceedings{Ng2025C25,
  author = {Derrick Lim Jo Han and Pai Chet Ng and Malcolm Yoke Hean Low},
  title = {VoCare AI: A Multi-Agent LLM Workflow for Improved Clinic Operational Efficiency},
  year = {2025},
  booktitle = {TENCON 2025 - 2025 IEEE Region 10 Conference (TENCON)},
  pages = {1300--1304},
  publisher = {IEEE},
  doi = {10.1109/tencon66050.2025.11375163},
  url = {https://doi.org/10.1109/tencon66050.2025.11375163}
}
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Published. DOI: 10.1109/tencon66050.2025.11375163 Local PDF: Publicly available paper copy.

2024

HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments

Alireza Esmaeilzehi, Ensieh Khazaei, Kai Wang, Navjot Kaur Kalsi, Pai Chet Ng, Huan Liu, Yuanhao Yu, Dimitrios Hatzinakos, Konstantinos N. Plataniotis.

Pattern Recognition Letters 184: 126-132 (2024).

Paper ↗PDF pending
BibTeX & citation notes
@article{Ng2024J3,
  author = {Alireza Esmaeilzehi and Ensieh Khazaei and Kai Wang and Navjot Kaur Kalsi and Pai Chet Ng and Huan Liu and Yuanhao Yu and Dimitrios Hatzinakos and Konstantinos N. Plataniotis},
  title = {HARWE: A multi-modal large-scale dataset for context-aware human activity recognition in smart working environments},
  year = {2024},
  journal = {Pattern Recognition Letters},
  volume = {184},
  pages = {126--132},
  doi = {10.1016/j.patrec.2024.06.017},
  url = {https://doi.org/10.1016/j.patrec.2024.06.017}
}
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Published. DOI: 10.1016/j.patrec.2024.06.017

AQF: Assessing the Quality of Hyperspectral Reconstruction with a Learnable Metric

Pai Chet Ng, Juwei Lu, Konstantinos N. Plataniotis.

ICASSP 2024: 3390-3394.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2024C26,
  author = {Pai Chet Ng and Juwei Lu and Konstantinos N. Plataniotis},
  title = {AQF: Assessing the Quality of Hyperspectral Reconstruction with a Learnable Metric},
  year = {2024},
  booktitle = {ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages = {3390--3394},
  publisher = {IEEE},
  doi = {10.1109/ICASSP48485.2024.10446925},
  url = {https://doi.org/10.1109/ICASSP48485.2024.10446925}
}
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Published. DOI: 10.1109/ICASSP48485.2024.10446925

Show All Publications from 2024

Can Pretrained Face Verification Models Distinguish True Identity from Deepfakes?

Pai Chet Ng, Kostas N. Plataniotis.

PFATCV@BMVC2024.

BibTeX & citation notes
@inproceedings{Ng2024C27,
  author = {Pai Chet Ng and Kostas N. Plataniotis},
  title = {Can Pretrained Face Verification Models Distinguish True Identity from Deepfakes?},
  year = {2024},
  booktitle = {PFATCV@BMVC2024},
  url = {https://bmva-archive.org.uk/bmvc/2024/workshops/PFATCV/15\_Can\_Pretrained\_Face\_Verific.pdf}
}
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Published. No DOI verified for this record. Local PDF: Publicly available paper copy.

Federated Learning for Hierarchical Fall Detection and Human Activity Recognition

Peter Febrianto Afandy, Pai Chet Ng, Konstantinos N. Plataniotis.

WF-IoT 2024: 1-6.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2024C28,
  author = {Peter Febrianto Afandy and Pai Chet Ng and Konstantinos N. Plataniotis},
  title = {Federated Learning for Hierarchical Fall Detection and Human Activity Recognition},
  year = {2024},
  booktitle = {2024 IEEE 10th World Forum on Internet of Things (WF-IoT)},
  pages = {1--6},
  publisher = {IEEE},
  doi = {10.1109/wf-iot62078.2024.10811273},
  url = {https://doi.org/10.1109/wf-iot62078.2024.10811273}
}
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Published. DOI: 10.1109/wf-iot62078.2024.10811273

Hyperspectral Skin Vision Challenge: Can Your Camera See Beyond Your Skin?

Pai Chet Ng, Zhixiang Chi, Malcolm Y. H. Low, Juwei Lu, Konstantinos N. Plataniotis, Nikolaos V. Boulgouris, Thirimachos Bourlai, Yong Man Ro.

IEEE ICASSP Workshops 2024, pp. 59–60.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2024C29,
  author = {Pai Chet Ng and Zhixiang Chi and Malcolm Y. H. Low and Juwei Lu and Konstantinos N. Plataniotis and Nikolaos V. Boulgouris and Thirimachos Bourlai and Yong Man Ro},
  title = {Hyperspectral Skin Vision Challenge: Can Your Camera See Beyond Your Skin?},
  year = {2024},
  booktitle = {IEEE ICASSP Workshops 2024},
  pages = {59--60},
  doi = {10.1109/ICASSPW62465.2024.10626113},
  url = {https://doi.org/10.1109/ICASSPW62465.2024.10626113}
}
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Published. DOI: 10.1109/ICASSPW62465.2024.10626113

Integrating RAG with Face Recognition for Personalized Guest Services for Hospitality Industries

Munir Bin Rudy Herman, Pai Chet Ng, Malcolm Yoke Hean Low, Detlev Remy.

TENCON 2024: 1394-1397.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2024C30,
  author = {Munir Bin Rudy Herman and Pai Chet Ng and Malcolm Yoke Hean Low and Detlev Remy},
  title = {Integrating RAG with Face Recognition for Personalized Guest Services for Hospitality Industries},
  year = {2024},
  booktitle = {TENCON 2024},
  pages = {1394--1397},
  doi = {10.1109/tencon61640.2024.10902965},
  url = {https://doi.org/10.1109/tencon61640.2024.10902965}
}
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Published. DOI: 10.1109/tencon61640.2024.10902965

Leveraging Transfer Learning for Region-Specific Deepfake Detection

Sim Wei Xiang Calvert, Pai Chet Ng.

TENCON 2024: 310-313.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2024C31,
  author = {Sim Wei Xiang Calvert and Pai Chet Ng},
  title = {Leveraging Transfer Learning for Region-Specific Deepfake Detection},
  year = {2024},
  booktitle = {TENCON 2024 - 2024 IEEE Region 10 Conference (TENCON)},
  pages = {310--313},
  publisher = {IEEE},
  doi = {10.1109/tencon61640.2024.10902787},
  url = {https://doi.org/10.1109/tencon61640.2024.10902787}
}
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Published. DOI: 10.1109/tencon61640.2024.10902787

Multi-Template Siamese Networks with Clique Contrastive Learning for Palmprint Authentication

Pai Chet Ng, Kan Chen, Jeannie S. Lee, Tram Truong-Huu.

TENCON 2024: 252-255.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2024C32,
  author = {Pai Chet Ng and Kan Chen and Jeannie S. Lee and Tram Truong-Huu},
  title = {Multi-Template Siamese Networks with Clique Contrastive Learning for Palmprint Authentication},
  year = {2024},
  booktitle = {TENCON 2024 - 2024 IEEE Region 10 Conference (TENCON)},
  pages = {252--255},
  publisher = {IEEE},
  doi = {10.1109/tencon61640.2024.10903122},
  url = {https://doi.org/10.1109/tencon61640.2024.10903122}
}
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Published. DOI: 10.1109/tencon61640.2024.10903122

On-Device LLMs for SMEs: Challenges and Opportunities

Jeremy Stephen Gabriel Yee, Pai Chet Ng, Zhengkui Wang, Ian McLoughlin, Aik Beng Ng, Simon See.

arXiv:2410.16070. Preprint.

BibTeX & citation notes
@misc{Ng2024C33,
  author = {Jeremy Stephen Gabriel Yee and Pai Chet Ng and Zhengkui Wang and Ian McLoughlin and Aik Beng Ng and Simon See},
  title = {On-Device LLMs for SMEs: Challenges and Opportunities},
  year = {2024},
  doi = {10.48550/arXiv.2410.16070},
  url = {https://arxiv.org/abs/2410.16070},
  eprint = {2410.16070},
  archivePrefix = {arXiv},
  note = {Preprint}
}
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Preprint. DOI: 10.48550/arXiv.2410.16070 Local PDF: arXiv author version.

Palmprint Biometrics: Online Learning with Differential Evolution and Contrastive Representation

Pai Chet Ng, Konstantinos N. Plataniotis.

WF-IoT 2024: 1-6.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2024C34,
  author = {Pai Chet Ng and Konstantinos N. Plataniotis},
  title = {Palmprint Biometrics: Online Learning with Differential Evolution and Contrastive Representation},
  year = {2024},
  booktitle = {2024 IEEE 10th World Forum on Internet of Things (WF-IoT)},
  pages = {1--6},
  publisher = {IEEE},
  doi = {10.1109/wf-iot62078.2024.10811233},
  url = {https://doi.org/10.1109/wf-iot62078.2024.10811233}
}
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Published. DOI: 10.1109/wf-iot62078.2024.10811233

Persota FL: A Robust-to-Noise Personalized Over the Air Federated Learning for Human Activity Recognition

Arash Rasti-Meymandi, Pai Chet Ng, Huan Liu, Yuanhao Yu, Konstantinos N. Plataniotis.

ICASSP Workshops 2024: 620-624.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2024C35,
  author = {Arash Rasti-Meymandi and Pai Chet Ng and Huan Liu and Yuanhao Yu and Konstantinos N. Plataniotis},
  title = {Persota FL: A Robust-to-Noise Personalized Over the Air Federated Learning for Human Activity Recognition},
  year = {2024},
  booktitle = {2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)},
  pages = {620--624},
  publisher = {IEEE},
  doi = {10.1109/ICASSPW62465.2024.10626042},
  url = {https://doi.org/10.1109/ICASSPW62465.2024.10626042}
}
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Published. DOI: 10.1109/ICASSPW62465.2024.10626042

Pipeline for Text-to-Image Panoramic Road Scene Generation and Evaluation

Ryan Yan Hern Sim, Pai Chet Ng, Kan Chen, Jeannie Su Ann Lee.

Adjunct Proceedings of the 16th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, pp. 143–148.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2024C36,
  author = {Ryan Yan Hern Sim and Pai Chet Ng and Kan Chen and Jeannie Su Ann Lee},
  title = {Pipeline for Text-to-Image Panoramic Road Scene Generation and Evaluation},
  year = {2024},
  booktitle = {Adjunct Proceedings of the 16th International Conference on Automotive User Interfaces and Interactive Vehicular Applications},
  pages = {143--148},
  publisher = {ACM},
  doi = {10.1145/3641308.3685038},
  url = {https://doi.org/10.1145/3641308.3685038}
}
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Published. DOI: 10.1145/3641308.3685038

ScamDetector: Leveraging Fine-Tuned Language Models for Improved Fraudulent Call Detection

Poh Yi Jie Nicholas, Pai Chet Ng.

TENCON 2024: 422-425.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2024C37,
  author = {Poh Yi Jie Nicholas and Pai Chet Ng},
  title = {ScamDetector: Leveraging Fine-Tuned Language Models for Improved Fraudulent Call Detection},
  year = {2024},
  booktitle = {TENCON 2024 - 2024 IEEE Region 10 Conference (TENCON)},
  pages = {422--425},
  publisher = {IEEE},
  doi = {10.1109/tencon61640.2024.10902894},
  url = {https://doi.org/10.1109/tencon61640.2024.10902894}
}
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Published. DOI: 10.1109/tencon61640.2024.10902894

Secure and Immutable Blockchain-Based E-Voting for Efficient Overseas e-Voting

Diren D. Bharwani, Pai Chet Ng, Purnima Murali Mohan.

WF-IoT 2024: 631-636.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2024C38,
  author = {Diren D. Bharwani and Pai Chet Ng and Purnima Murali Mohan},
  title = {Secure and Immutable Blockchain-Based E-Voting for Efficient Overseas e-Voting},
  year = {2024},
  booktitle = {2024 IEEE 10th World Forum on Internet of Things (WF-IoT)},
  pages = {631--636},
  publisher = {IEEE},
  doi = {10.1109/wf-iot62078.2024.10811413},
  url = {https://doi.org/10.1109/wf-iot62078.2024.10811413}
}
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Published. DOI: 10.1109/wf-iot62078.2024.10811413

Towards Collaborative Multimodal Federated Learning for Human Activity Recognition in Smart Workplace Environments

Seyed Mohammad Sheikholeslami, Pai Chet Ng, Huan Liu, Yuanhao Yu, Konstantinos N. Plataniotis.

ICASSP Workshops 2024: 635-639.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2024C39,
  author = {Seyed Mohammad Sheikholeslami and Pai Chet Ng and Huan Liu and Yuanhao Yu and Konstantinos N. Plataniotis},
  title = {Towards Collaborative Multimodal Federated Learning for Human Activity Recognition in Smart Workplace Environments},
  year = {2024},
  booktitle = {ICASSP Workshops 2024},
  pages = {635--639},
  doi = {10.1109/ICASSPW62465.2024.10627018},
  url = {https://doi.org/10.1109/ICASSPW62465.2024.10627018}
}
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Published. DOI: 10.1109/ICASSPW62465.2024.10627018

2023

A Kernel Method to Nonlinear Location Estimation With RSS-Based Fingerprint

Pai Chet Ng, Petros Spachos, James She, Konstantinos N. Plataniotis.

IEEE Transactions on Mobile Computing 22 (8): 4388-4404 (2023).

BibTeX & citation notes
@article{Ng2023J4,
  author = {Pai Chet Ng and Petros Spachos and James She and Konstantinos N. Plataniotis},
  title = {A Kernel Method to Nonlinear Location Estimation With RSS-Based Fingerprint},
  year = {2023},
  journal = {IEEE Transactions on Mobile Computing},
  volume = {22},
  number = {8},
  pages = {4388--4404},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/TMC.2022.3162612},
  url = {https://doi.org/10.1109/TMC.2022.3162612}
}
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Published. DOI: 10.1109/TMC.2022.3162612 Local PDF: arXiv author version.

Energy-Efficient Overlay Protocol for BLE Beacon-Based Mesh Network

Pai Chet Ng, James She, Petros Spachos.

IEEE Transactions on Mobile Computing 22 (5): 2709-2724 (2023).

BibTeX & citation notes
@article{Ng2023J5,
  author = {Pai Chet Ng and James She and Petros Spachos},
  title = {Energy-Efficient Overlay Protocol for BLE Beacon-Based Mesh Network},
  year = {2023},
  journal = {IEEE Transactions on Mobile Computing},
  volume = {22},
  number = {5},
  pages = {2709--2724},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/TMC.2021.3133538},
  url = {https://doi.org/10.1109/TMC.2021.3133538}
}
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Published. DOI: 10.1109/TMC.2021.3133538 Local PDF: Public author-hosted version.

Show All Publications from 2023

Stress Detection Through Wrist-Based Electrodermal Activity Monitoring and Machine Learning

Lili Zhu, Petros Spachos, Pai Chet Ng, Yuanhao Yu, Yang Wang, Konstantinos N. Plataniotis, Dimitrios Hatzinakos.

IEEE Journal of Biomedical and Health Informatics 27 (5): 2155-2165 (2023).

BibTeX & citation notes
@article{Ng2023J6,
  author = {Lili Zhu and Petros Spachos and Pai Chet Ng and Yuanhao Yu and Yang Wang and Konstantinos N. Plataniotis and Dimitrios Hatzinakos},
  title = {Stress Detection Through Wrist-Based Electrodermal Activity Monitoring and Machine Learning},
  year = {2023},
  journal = {IEEE Journal of Biomedical and Health Informatics},
  volume = {27},
  number = {5},
  pages = {2155--2165},
  doi = {10.1109/JBHI.2023.3239305},
  url = {https://doi.org/10.1109/JBHI.2023.3239305}
}
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Published. DOI: 10.1109/JBHI.2023.3239305 Local PDF: Published version from the co-author’s website.

Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images

Pai Chet Ng, Zhixiang Chi, Yannick Verdie, Juwei Lu, Konstantinos N. Plataniotis.

NeurIPS 2023, Datasets and Benchmarks Track, pp. 24158–24170.

BibTeX & citation notes
@inproceedings{Ng2023C40,
  author = {Pai Chet Ng and Zhixiang Chi and Yannick Verdie and Juwei Lu and Konstantinos N. Plataniotis},
  title = {Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images},
  year = {2023},
  booktitle = {Advances in Neural Information Processing Systems 36},
  pages = {24158--24170},
  publisher = {Neural Information Processing Systems Foundation, Inc. (NeurIPS)},
  doi = {10.52202/075280-1050},
  url = {https://doi.org/10.52202/075280-1050}
}
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Published. DOI: 10.52202/075280-1050 Local PDF: Publicly available paper copy.

Interactive Dance with Visual Background Recomposition using BLE Beacons

Jiqing Wen, Pai Chet Ng, Ian McLoughlin.

6th International Conference on Applied Computational Intelligence in Information Systems (ACIIS), pp. 1–6.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2023C41,
  author = {Jiqing Wen and Pai Chet Ng and Ian McLoughlin},
  title = {Interactive Dance with Visual Background Recomposition using BLE Beacons},
  year = {2023},
  booktitle = {2023 6th International Conference on Applied Computational Intelligence in Information Systems (ACIIS)},
  pages = {1--6},
  publisher = {IEEE},
  doi = {10.1109/ACIIS59385.2023.10367393},
  url = {https://doi.org/10.1109/ACIIS59385.2023.10367393}
}
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Published. DOI: 10.1109/ACIIS59385.2023.10367393

2022

Compressive RF Fingerprint Acquisition and Broadcasting for Dense BLE Networks

Pai Chet Ng, James She, Rong Ran.

IEEE Transactions on Mobile Computing 21 (4): 1196-1210 (2022).

Paper ↗PDF pending
BibTeX & citation notes
@article{Ng2022J7,
  author = {Pai Chet Ng and James She and Rong Ran},
  title = {Compressive RF Fingerprint Acquisition and Broadcasting for Dense BLE Networks},
  year = {2022},
  journal = {IEEE Transactions on Mobile Computing},
  volume = {21},
  number = {4},
  pages = {1196--1210},
  doi = {10.1109/TMC.2020.3024842},
  url = {https://doi.org/10.1109/TMC.2020.3024842}
}
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Published. DOI: 10.1109/TMC.2020.3024842

Epidemic Exposure Tracking With Wearables: A Machine Learning Approach to Contact Tracing

Pai Chet Ng, Petros Spachos, Stefano Gregori, Konstantinos N. Plataniotis.

IEEE Access 10: 14134-14148 (2022).

BibTeX & citation notes
@article{Ng2022J8,
  author = {Pai Chet Ng and Petros Spachos and Stefano Gregori and Konstantinos N. Plataniotis},
  title = {Epidemic Exposure Tracking With Wearables: A Machine Learning Approach to Contact Tracing},
  year = {2022},
  journal = {IEEE Access},
  volume = {10},
  pages = {14134--14148},
  doi = {10.1109/ACCESS.2022.3148051},
  url = {https://doi.org/10.1109/ACCESS.2022.3148051}
}
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Published. DOI: 10.1109/ACCESS.2022.3148051 Local PDF: Publicly available paper copy.

Show All Publications from 2022

Remote Proximity Sensing With a Novel Q-Learning in Bluetooth Low Energy Network

Pai Chet Ng, James She.

IEEE Transactions on Wireless Communications 21 (8): 6156-6166 (2022).

Paper ↗PDF pending
BibTeX & citation notes
@article{Ng2022J9,
  author = {Pai Chet Ng and James She},
  title = {Remote Proximity Sensing With a Novel Q-Learning in Bluetooth Low Energy Network},
  year = {2022},
  journal = {IEEE Transactions on Wireless Communications},
  volume = {21},
  number = {8},
  pages = {6156--6166},
  doi = {10.1109/TWC.2022.3147411},
  url = {https://doi.org/10.1109/TWC.2022.3147411}
}
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Published. DOI: 10.1109/TWC.2022.3147411

Efficient Hyperspectral Reconstruction from RGB Images with Line-Pixel Deconvolution

Pai Chet Ng, Yannick Verdie, Juwei Lu, Konstantinos N. Plataniotis.

IVMSP 2022: 1-5.

Paper ↗PDF pending
BibTeX & citation notes
@inproceedings{Ng2022C42,
  author = {Pai Chet Ng and Yannick Verdie and Juwei Lu and Konstantinos N. Plataniotis},
  title = {Efficient Hyperspectral Reconstruction from RGB Images with Line-Pixel Deconvolution},
  year = {2022},
  booktitle = {IVMSP 2022},
  pages = {1--5},
  doi = {10.1109/IVMSP54334.2022.9816227},
  url = {https://doi.org/10.1109/IVMSP54334.2022.9816227}
}
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Published. DOI: 10.1109/IVMSP54334.2022.9816227

Feasibility Study of Stress Detection with Machine Learning through EDA from Wearable Devices

Lili Zhu, Pai Chet Ng, Yuanhao Yu, Yang Wang, Petros Spachos, Dimitrios Hatzinakos, Konstantinos N. Plataniotis.

ICC 2022: 4800-4805.

BibTeX & citation notes
@inproceedings{Ng2022C43,
  author = {Lili Zhu and Pai Chet Ng and Yuanhao Yu and Yang Wang and Petros Spachos and Dimitrios Hatzinakos and Konstantinos N. Plataniotis},
  title = {Feasibility Study of Stress Detection with Machine Learning through EDA from Wearable Devices},
  year = {2022},
  booktitle = {ICC 2022},
  pages = {4800--4805},
  doi = {10.1109/ICC45855.2022.9838970},
  url = {https://doi.org/10.1109/ICC45855.2022.9838970}
}
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Published. DOI: 10.1109/ICC45855.2022.9838970 Local PDF: Public author-hosted version.

Hierarchical Deep Learning Model with Inertial and Physiological Sensors Fusion for Wearable-Based Human Activity Recognition

Dae Yon Hwang, Pai Chet Ng, Yuanhao Yu, Yang Wang, Petros Spachos, Dimitrios Hatzinakos, Konstantinos N. Plataniotis.

ICASSP 2022: 21-25.

BibTeX & citation notes
@inproceedings{Ng2022C44,
  author = {Dae Yon Hwang and Pai Chet Ng and Yuanhao Yu and Yang Wang and Petros Spachos and Dimitrios Hatzinakos and Konstantinos N. Plataniotis},
  title = {Hierarchical Deep Learning Model with Inertial and Physiological Sensors Fusion for Wearable-Based Human Activity Recognition},
  year = {2022},
  booktitle = {ICASSP 2022},
  pages = {21--25},
  doi = {10.1109/ICASSP43922.2022.9747471},
  url = {https://doi.org/10.1109/ICASSP43922.2022.9747471}
}
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Published. DOI: 10.1109/ICASSP43922.2022.9747471 Local PDF: Public author-hosted version.

2021

COVID-19 and Your Smartphone: BLE-Based Smart Contact Tracing

Pai Chet Ng, Petros Spachos, Konstantinos N. Plataniotis.

IEEE Systems Journal 15 (4): 5367-5378 (2021).

BibTeX & citation notes
@article{Ng2021J10,
  author = {Pai Chet Ng and Petros Spachos and Konstantinos N. Plataniotis},
  title = {COVID-19 and Your Smartphone: BLE-Based Smart Contact Tracing},
  year = {2021},
  journal = {IEEE Systems Journal},
  volume = {15},
  number = {4},
  pages = {5367--5378},
  doi = {10.1109/JSYST.2021.3055675},
  url = {https://doi.org/10.1109/JSYST.2021.3055675}
}
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Published. DOI: 10.1109/JSYST.2021.3055675 Local PDF: arXiv author version.

Personal Devices for Contact Tracing: Smartphones and Wearables to Fight Covid-19

Pai Chet Ng, Petros Spachos, Stefano Gregori, Konstantinos N. Plataniotis.

IEEE Communications Magazine 59 (9): 24-29 (2021).

BibTeX & citation notes
@article{Ng2021J11,
  author = {Pai Chet Ng and Petros Spachos and Stefano Gregori and Konstantinos N. Plataniotis},
  title = {Personal Devices for Contact Tracing: Smartphones and Wearables to Fight Covid-19},
  year = {2021},
  journal = {IEEE Communications Magazine},
  volume = {59},
  number = {9},
  pages = {24--29},
  doi = {10.1109/MCOM.001.2100002},
  url = {https://doi.org/10.1109/MCOM.001.2100002}
}
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Published. DOI: 10.1109/MCOM.001.2100002 Local PDF: arXiv author version.

2020

A Reliable Smart Interaction With Physical Thing Attached With BLE Beacon

Pai Chet Ng, James She, Rong Ran.

IEEE Internet of Things Journal 7 (4): 3650-3662 (2020).

BibTeX & citation notes
@article{Ng2020J12,
  author = {Pai Chet Ng and James She and Rong Ran},
  title = {A Reliable Smart Interaction With Physical Thing Attached With BLE Beacon},
  year = {2020},
  journal = {IEEE Internet of Things Journal},
  volume = {7},
  number = {4},
  pages = {3650--3662},
  doi = {10.1109/JIOT.2020.2974230},
  url = {https://doi.org/10.1109/JIOT.2020.2974230}
}
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Published. DOI: 10.1109/JIOT.2020.2974230 Local PDF: Publicly available paper copy.

A Fast Item Identification and Counting in Ultra-dense Beacon Networks

Pai Chet Ng, James She, Petros Spachos, Rong Ran.

GLOBECOM 2020: 1-6.

BibTeX & citation notes
@inproceedings{Ng2020C45,
  author = {Pai Chet Ng and James She and Petros Spachos and Rong Ran},
  title = {A Fast Item Identification and Counting in Ultra-dense Beacon Networks},
  year = {2020},
  booktitle = {GLOBECOM 2020 - 2020 IEEE Global Communications Conference},
  pages = {1--6},
  publisher = {IEEE},
  doi = {10.1109/GLOBECOM42002.2020.9348011},
  url = {https://doi.org/10.1109/GLOBECOM42002.2020.9348011}
}
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Published. DOI: 10.1109/GLOBECOM42002.2020.9348011 Local PDF: Publicly available paper copy.

2019

A Compressive Sensing Approach to Detect the Proximity Between Smartphones and BLE Beacons

Pai Chet Ng, James She, Rong Ran.

IEEE Internet of Things Journal 6 (4): 7162-7174 (2019).

BibTeX & citation notes
@article{Ng2019J13,
  author = {Pai Chet Ng and James She and Rong Ran},
  title = {A Compressive Sensing Approach to Detect the Proximity Between Smartphones and BLE Beacons},
  year = {2019},
  journal = {IEEE Internet of Things Journal},
  volume = {6},
  number = {4},
  pages = {7162--7174},
  doi = {10.1109/JIOT.2019.2914733},
  url = {https://doi.org/10.1109/JIOT.2019.2914733}
}
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Published. DOI: 10.1109/JIOT.2019.2914733 Local PDF: Publicly available paper copy.

Denoising-Contractive Autoencoder for Robust Device-Free Occupancy Detection

Pai Chet Ng, James She.

IEEE Internet of Things Journal 6 (6): 9572-9582 (2019).

BibTeX & citation notes
@article{Ng2019J14,
  author = {Pai Chet Ng and James She},
  title = {Denoising-Contractive Autoencoder for Robust Device-Free Occupancy Detection},
  year = {2019},
  journal = {IEEE Internet of Things Journal},
  volume = {6},
  number = {6},
  pages = {9572--9582},
  doi = {10.1109/JIOT.2019.2929822},
  url = {https://doi.org/10.1109/JIOT.2019.2929822}
}
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Published. DOI: 10.1109/JIOT.2019.2929822 Local PDF: Publicly available paper copy.

Show All Publications from 2019

A Novel Overlay Mesh with Bluetooth Low Energy Network

Pai Chet Ng, James She.

WCNC 2019: 1-6.

BibTeX & citation notes
@inproceedings{Ng2019C46,
  author = {Pai Chet Ng and James She},
  title = {A Novel Overlay Mesh with Bluetooth Low Energy Network},
  year = {2019},
  booktitle = {2019 IEEE Wireless Communications and Networking Conference (WCNC)},
  pages = {1--6},
  publisher = {IEEE},
  doi = {10.1109/WCNC.2019.8886069},
  url = {https://doi.org/10.1109/WCNC.2019.8886069}
}
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Published. DOI: 10.1109/WCNC.2019.8886069 Local PDF: Publicly available paper copy.

Maximizing Energy Harvesting with Adjustable Solar Panel for BLE Beacon

Perm Soonsawad, Kang Eun Jeon, James She, Ching Hong Lam, Pai Chet Ng.

iThings/GreenCom/CPSCom/SmartData 2019: 229-234.

BibTeX & citation notes
@inproceedings{Ng2019C47,
  author = {Perm Soonsawad and Kang Eun Jeon and James She and Ching Hong Lam and Pai Chet Ng},
  title = {Maximizing Energy Harvesting with Adjustable Solar Panel for BLE Beacon},
  year = {2019},
  booktitle = {iThings/GreenCom/CPSCom/SmartData 2019},
  pages = {229--234},
  doi = {10.1109/iThings/GreenCom/CPSCom/SmartData.2019.00058},
  url = {https://doi.org/10.1109/iThings/GreenCom/CPSCom/SmartData.2019.00058}
}
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Published. DOI: 10.1109/iThings/GreenCom/CPSCom/SmartData.2019.00058 Local PDF: Publicly available paper copy.

Towards Sub-Room Level Occupancy Detection with Denoising-Contractive Autoencoder

Pai Chet Ng, James She, Rong Ran.

ICC 2019: 1-6.

BibTeX & citation notes
@inproceedings{Ng2019C48,
  author = {Pai Chet Ng and James She and Rong Ran},
  title = {Towards Sub-Room Level Occupancy Detection with Denoising-Contractive Autoencoder},
  year = {2019},
  booktitle = {ICC 2019},
  pages = {1--6},
  doi = {10.1109/ICC.2019.8761294},
  url = {https://doi.org/10.1109/ICC.2019.8761294}
}
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Published. DOI: 10.1109/ICC.2019.8761294 Local PDF: Publicly available paper copy.

2018

BLE Beacons for Internet of Things Applications: Survey, Challenges, and Opportunities

Kang Eun Jeon, James She, Perm Soonsawad, Pai Chet Ng.

IEEE Internet of Things Journal 5 (2): 811-828 (2018).

BibTeX & citation notes
@article{Ng2018J15,
  author = {Kang Eun Jeon and James She and Perm Soonsawad and Pai Chet Ng},
  title = {BLE Beacons for Internet of Things Applications: Survey, Challenges, and Opportunities},
  year = {2018},
  journal = {IEEE Internet of Things Journal},
  volume = {5},
  number = {2},
  pages = {811--828},
  doi = {10.1109/JIOT.2017.2788449},
  url = {https://doi.org/10.1109/JIOT.2017.2788449}
}
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Published. DOI: 10.1109/JIOT.2017.2788449 Local PDF: Publicly available paper copy.

Correction to "High Resolution Beacon-Based Proximity Detection for Dense Deployment"

Pai Chet Ng, James She, Soochang Park.

IEEE Transactions on Mobile Computing 17 (10): 2467 (2018).

BibTeX & citation notes
@article{Ng2018J16,
  author = {Pai Chet Ng and James She and Soochang Park},
  title = {Correction to "High Resolution Beacon-Based Proximity Detection for Dense Deployment"},
  year = {2018},
  journal = {IEEE Transactions on Mobile Computing},
  volume = {17},
  number = {10},
  pages = {2467},
  doi = {10.1109/TMC.2018.2858518},
  url = {https://doi.org/10.1109/TMC.2018.2858518}
}
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Published. DOI: 10.1109/TMC.2018.2858518 Local PDF: Publicly available paper copy.

Show All Publications from 2018

High Resolution Beacon-Based Proximity Detection for Dense Deployment

Pai Chet Ng, James She, Soochang Park.

IEEE Transactions on Mobile Computing 17 (6): 1369-1382 (2018).

BibTeX & citation notes
@article{Ng2018J17,
  author = {Pai Chet Ng and James She and Soochang Park},
  title = {High Resolution Beacon-Based Proximity Detection for Dense Deployment},
  year = {2018},
  journal = {IEEE Transactions on Mobile Computing},
  volume = {17},
  number = {6},
  pages = {1369--1382},
  doi = {10.1109/TMC.2017.2759734},
  url = {https://doi.org/10.1109/TMC.2017.2759734}
}
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Published. DOI: 10.1109/TMC.2017.2759734 Local PDF: Author accepted manuscript.

Improved Distance Estimation with BLE Beacon Using Kalman Filter and SVM

Ching Hong Lam, Pai Chet Ng, James She.

ICC 2018: 1-6.

BibTeX & citation notes
@inproceedings{Ng2018C49,
  author = {Ching Hong Lam and Pai Chet Ng and James She},
  title = {Improved Distance Estimation with BLE Beacon Using Kalman Filter and SVM},
  year = {2018},
  booktitle = {ICC 2018},
  pages = {1--6},
  doi = {10.1109/ICC.2018.8423010},
  url = {https://doi.org/10.1109/ICC.2018.8423010}
}
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Published. DOI: 10.1109/ICC.2018.8423010 Local PDF: Publicly available paper copy.

2017

When Smart Devices Interact With Pervasive Screens: A Survey

Pai Chet Ng, James She, Kang Eun Jeon, Matthias Baldauf.

ACM Transactions on Multimedia Computing, Communications, and Applications 13 (4): 55:1-55:23 (2017).

BibTeX & citation notes
@article{Ng2017J18,
  author = {Pai Chet Ng and James She and Kang Eun Jeon and Matthias Baldauf},
  title = {When Smart Devices Interact With Pervasive Screens: A Survey},
  year = {2017},
  journal = {ACM Transactions on Multimedia Computing, Communications, and Applications},
  volume = {13},
  number = {4},
  pages = {55:1--55:23},
  doi = {10.1145/3115933},
  url = {https://doi.org/10.1145/3115933}
}
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Published. DOI: 10.1145/3115933 Local PDF: Publicly available paper copy.

Beacon-based proximity detection using compressive sensing for sparse deployment

Pai Chet Ng, Li Zhu, James She, Rong Ran, Soochang Park.

WoWMoM 2017: 1-6.

BibTeX & citation notes
@inproceedings{Ng2017C50,
  author = {Pai Chet Ng and Li Zhu and James She and Rong Ran and Soochang Park},
  title = {Beacon-based proximity detection using compressive sensing for sparse deployment},
  year = {2017},
  booktitle = {WoWMoM 2017},
  pages = {1--6},
  doi = {10.1109/WoWMoM.2017.7974317},
  url = {https://doi.org/10.1109/WoWMoM.2017.7974317}
}
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Published. DOI: 10.1109/WoWMoM.2017.7974317 Local PDF: Publicly available paper copy.

Show All Publications from 2017

Notify-and-interact: A beacon-smartphone interaction for user engagement in galleries

Pai Chet Ng, James She, Soochang Park.

ICME 2017: 1069-1074.

BibTeX & citation notes
@inproceedings{Ng2017C51,
  author = {Pai Chet Ng and James She and Soochang Park},
  title = {Notify-and-interact: A beacon-smartphone interaction for user engagement in galleries},
  year = {2017},
  booktitle = {ICME 2017},
  pages = {1069--1074},
  doi = {10.1109/ICME.2017.8019467},
  url = {https://doi.org/10.1109/ICME.2017.8019467}
}
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Published. DOI: 10.1109/ICME.2017.8019467 Local PDF: Publicly available paper copy.

Using generalized similarity filter to enhance proximity detection for sparse beacon deployment

Li Zhu, Rong Ran, Pai Chet Ng, James She.

ICTC 2017: 433-438.

BibTeX & citation notes
@inproceedings{Ng2017C52,
  author = {Li Zhu and Rong Ran and Pai Chet Ng and James She},
  title = {Using generalized similarity filter to enhance proximity detection for sparse beacon deployment},
  year = {2017},
  booktitle = {2017 International Conference on Information and Communication Technology Convergence (ICTC)},
  pages = {433--438},
  publisher = {IEEE},
  doi = {10.1109/ICTC.2017.8190754},
  url = {https://doi.org/10.1109/ICTC.2017.8190754}
}
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Published. DOI: 10.1109/ICTC.2017.8190754 Local PDF: Publicly available paper copy.

2016

An Images-Textual Hybrid Recommender System for Vacation Rental

Pai Chet Ng, James She, Ming Cheung, Alexander Cebulla.

BigMM 2016: 60-63.

BibTeX & citation notes
@inproceedings{Ng2016C53,
  author = {Pai Chet Ng and James She and Ming Cheung and Alexander Cebulla},
  title = {An Images-Textual Hybrid Recommender System for Vacation Rental},
  year = {2016},
  booktitle = {BigMM 2016},
  pages = {60--63},
  doi = {10.1109/BigMM.2016.71},
  url = {https://doi.org/10.1109/BigMM.2016.71}
}
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Published. DOI: 10.1109/BigMM.2016.71 Local PDF: Publicly available paper copy.

2015

Optimization of spectrum sensing for cognitive sensor network using differential evolution approach in smart environment

Pai Chet Ng.

2015 IEEE 12th International Conference on Networking, Sensing and Control, pp. 592–596.

BibTeX & citation notes
@inproceedings{Ng2015C54,
  author = {Pai Chet Ng},
  title = {Optimization of spectrum sensing for cognitive sensor network using differential evolution approach in smart environment},
  year = {2015},
  booktitle = {2015 IEEE 12th International Conference on Networking, Sensing and Control},
  pages = {592--596},
  doi = {10.1109/ICNSC.2015.7116104},
  url = {https://doi.org/10.1109/ICNSC.2015.7116104}
}
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Published. DOI: 10.1109/ICNSC.2015.7116104 Local PDF: Publicly available paper copy.

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