Wei Yang Bryan Lim

Assistant Professor, College of Computing and Data Science, Nanyang Technological University

Joined

April 2024

Names

Wei Yang Bryan Lim (Preferred)

Emails

****@ntu.edu.sg (Confirmed)

Personal Links

Career & Education History

Assistant Professor

College of Computing and Data Science, Nanyang Technological University (ntu.edu.sg)

2023 – Present

Advisors, Relations & Conflicts

PhD Advisor

Chunyan Miao

2019 – 2022

Expertise

AI Safety

2025 – 2029

Sustainable AI

2023 – 2024

Collaborative Intelligence

2021 – 2024

Federated Learning

2019 – 2024

Publications

SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End Devices
Zhengyi Zhong, Weidong Bao, Ji Wang, Jianguo Chen, Lingjuan Lyu, Wei Yang Bryan Lim
- OpenReview Archive Direct Upload
- Readers: Everyone
Unlearning through Knowledge Overwriting: Reversible Federated Unlearning via Selective Sparse Adapter
Zhengyi Zhong, Weidong Bao, Ji Wang, Shuai Zhang, Jingxuan Zhou, Lingjuan Lyu, Wei Yang Bryan Lim
- OpenReview Archive Direct Upload
- Readers: Everyone
Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models
Fuyao Zhang, Xinyu Yan, Tiantong Wu, Wenjie Li, Tianxiang Chen, Yang Cao, Ran Yan, Longtao Huang, Wei Yang Bryan Lim, Qiang Yang
- The Fortieth AAAI Conference on Artificial Intelligence (AAAI 2026) Poster
- Readers: Everyone
Heterogeneous Federated PEFTs via Sparse Mixture-of-Experts
Pengpeng Qiao, Yang Cao, Zhetao Li, Bo Yan, Xiaochun Cao, Wei Yang Bryan Lim
- Submitted to ICLR 2026
- Readers: Everyone
AdaCache: Adaptive Caching and Context Augmentation for Efficient LLM Serving
Zeng Zihao, Siyi Li, Xinyu Yan, Lei Xiao, Wei Yang Bryan Lim
- ICLR 2026 Poster
- Readers: Everyone
AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs
Zeng Zihao, Chubo Liu, Juan Hu, Xin He, Yong Jiang, Fei Huang, Kenli Li, Wei Yang Bryan Lim
- Submitted to ICLR 2026
- Readers: Everyone
FedSAGD: federated learning with stable and accelerated client gradient descent
Tianxiang Chen, Wenjie Hou, Feng Wang, Tiantong Wang, Shaoting Tang, Zhiming Zheng, Wei Yang Bryan Lim
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Verifiably Forgotten? Gradient Differences Still Enable Data Reconstruction in Federated Unlearning
Fuyao Zhang, Wenjie Li, Yurong Hao, Xinyu Yan, Ran Yan, Yang Cao, Wei Yang Bryan Lim
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Conformal Regression under Distribution Shift: A Reinforcement Learning Method for Adaptive Uncertainty Quantification
Yilei Zhao, Wentao Zhang, Miguel R. Pebes-Trujillo, Junxian Liu, Hongxin Wei, Wei Yang Bryan Lim
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Disrupting Hierarchical Reasoning: Adversarial Protection for Geographic Privacy in Multimodal Reasoning Models
Jiaming Zhang, CHE WANG, Yang Cao, Longtao Huang, Wei Yang Bryan Lim
- ICLR 2026 Poster
- Readers: Everyone

View all 18 publications

Co-Authors

View all 69 co-authors