Professor

Wong Kok Seng

Affiliation: VinUni-Illinois Smart Health Center, Hanoi, Viet Nam

College of Engineering and Computer Science

Introduction

Dr. Kok-Seng Wong is an Associate Professor at the College of Engineering and Computer Science (CECS), VinUniversity. He earned his Bachelor’s degree in Computer Science (Software Engineering) from the University of Malaya, Malaysia, followed by an M.Sc. in Information Technology from the Malaysia University of Science and Technology (in collaboration with MIT). He completed his Ph.D. at Soongsil University, South Korea. He has over 20 years of teaching experience in Computer Science across universities in Malaysia, South Korea, Kazakhstan, and Vietnam. Dr. Wong’s research interests encompass information security, data privacy, and trustworthy AI. His current focus is on Federated Learning (FL), particularly addressing critical issues such as data privacy protection, backdoor attacks, and communication efficiency. He has published high-quality research papers on FL topics in top-tier conferences and journals, including CVPR, ECCV, ICLR, NeurIPS, ACL, AAAI, WWW, IEEE TETC, IEEE TNSM, etc.

Affiliation: VinUni-Illinois Smart Health Center, Hanoi, Viet Nam

Research Output

FedDDF: Dynamic Dataset Filtering in Federated Large Language Model Training

  • Data Quality Filtering
  • Federated Learning
  • Large Language Models

FedKoE: Enhancing Federated Multimodal Learning through Knowledge of Experts

  • Federated Learning
  • Modality Contribution
  • Multimodal Federated Learning

Toward forecasting future day air pollutant index in Malaysia

Wong Kok-Seng, Chew Yee Jian, Ooi Shih Yin, Pang Ying Han
  • Air pollution
  • Air quality forecasting
  • Machine learning
  • Public awareness

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Keyphrases

  • Data Quality Filtering
  • Federated Learning
  • Large Language Models
  • Modality Contribution
  • Multimodal Federated Learning
  • Air pollution
  • Air quality forecasting
  • Machine learning
  • Public awareness

Computer Science

  • Artificial Intelligence