@inproceedings{Wang2026MLoss,
  title = {{M-Loss: Quantifying Model Merging Compatibility with Limited Unlabeled Data}},
  author = {Tiantong Wang and Yiyang Duan and Haoyu Chen and Tiantong Wu and Wei Yang Bryan Lim},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  year = {2026},
  volume = {40},
  number = {31},
  pages = {26471--26479},
  doi = {10.1609/aaai.v40i31.39854},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39854}
}

@inproceedings{Gong2026SubspacePath,
  title = {{SubspacePath Pruner: Inference-time Pruning via Probe-based Representation--Parameter Coupling}},
  author = {Zhiren Gong and Yikun Hou and Fan Wu and Che Wang and Fuyao Zhang and Tiantong Wu and Yurong Hao and Jiaming Zhang and Yiyang Duan and Tiantong Wang and Fei Huang and Chau Yuen and Wei Yang Bryan Lim},
  booktitle = {International Conference on Machine Learning},
  year = {2026},
  url = {https://icml.cc/virtual/2026/poster/62512}
}

@inproceedings{Chen2026Stability,
  title = {{Stability-Enhanced Federated Learning with Accelerated Gradient}},
  author = {Tianxiang Chen and Wenjie Hou and Feng Wang and Tiantong Wang and Zhiming Zheng and Shaoting Tang and Wei Yang Bryan Lim},
  booktitle = {Advances in Neural Information Processing Systems},
  year = {2026},
  url = {https://openreview.net/forum?id=SFp0bLpWTb}
}

@inproceedings{Wang2025AegisGuard,
  title = {{AegisGuard: RL-Guided Adapter Tuning for TEE-Based Efficient \& Secure On-Device Inference}},
  author = {Che Wang and Ziqi Zhang and Yinggui Wang and Tiantong Wang and Yurong Hao and Jianbo Gao and Tao Wei and Yang Cao and Zhong Chen and Wei Yang Bryan Lim},
  booktitle = {Advances in Neural Information Processing Systems},
  year = {2025},
  volume = {38},
  pages = {166384--166412},
  url = {https://papers.nips.cc/paper_files/paper/2025/hash/f308b5f207348484552997c536375654-Abstract-Conference.html}
}

@article{Huang2025AITwins,
  title = {{Artificial intelligence without restriction surpassing human intelligence with probability one: Theoretical insight into secrets of the brain with AI twins of the brain}},
  author = {Guang-Bin Huang and M. Brandon Westover and Eng-King Tan and Haibo Wang and Dongshun Cui and Wei-Ying Ma and Tiantong Wang and Qi He and Haikun Wei and Ning Wang and Qiyuan Tian and Kwok-Yan Lam and Xin Yao and Tien Yin Wong},
  journal = {Neurocomputing},
  year = {2025},
  volume = {619},
  pages = {129053},
  doi = {10.1016/j.neucom.2024.129053},
  url = {https://doi.org/10.1016/j.neucom.2024.129053}
}