Decentralized Vehicle Coordination: The Berkeley DeepDrive Drone Dataset. - Fangyu Wu 003; Dequan Wang; Minjune Hwang; Chenhui Hao; Jiawei Lu; Jiamu Zhang; Christopher Chou; Trevor Darrell; Alexandre M. Bayen (CoRR, 2022)

One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning. - Shaochen (Henry) Zhong; Zaichuan You; Jiamu Zhang; Sebastian Zhao; Zachary LeClaire; Zirui Liu 001; Daochen Zha; Vipin Chaudhary; Shuai Xu; Xia Hu 001 (NeurIPS, 2023)

GNNs Also Deserve Editing, and They Need It More Than Once. - Shaochen Zhong; Duy Le 001; Zirui Liu 001; Zhimeng Jiang; Andrew Ye; Jiamu Zhang; Jiayi Yuan 001; Kaixiong Zhou; Zhaozhuo Xu; Jing Ma; Shuai Xu; Vipin Chaudhary; et al. (ICML, 2024)

ReasonerRank: Redefining Language Model Evaluation with Ground-Truth-Free Ranking Frameworks. - Jiamu Zhang; Jiayi Yuan 001; Andrew Wen; Hoang Anh Duy Le; Yu-Neng Chuang; Soo-Hyun Choi; Rui Chen 012; Xia Hu 001 (ACL (Findings), 2025)

Flexible Group Count Enables Hassle-Free Structured Pruning. - Jiamu Zhang; Shaochen Zhong; Andrew Ye; Zirui Liu 001; Sebastian Zhao; Kaixiong Zhou; Li Li 035; Soo-Hyun Choi; Rui Chen 012; Xia Hu 001; Shuai Xu; Vipin Chaudhary (CVPR, 2025)

In-Progress: Structured Pruning in the Wild: Benchmarking Practical Robustness Under Real-World Corruptions. - Jiamu Zhang; Shaochen Zhong; Hoang Anh Duy Le; Xia Hu 001 (SP (Workshops), 2025)

The Science of Evaluating Foundation Models. - Jiayi Yuan; Jiamu Zhang; Andrew Wen; Xia Hu (CoRR, 2025)

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models. - Yang Sui; Yu-Neng Chuang; Guanchu Wang; Jiamu Zhang; Tianyi Zhang; Jiayi Yuan 001; Hongyi Liu; Andrew Wen; Shaochen Zhong; Hanjie Chen; Xia Ben Hu (CoRR, 2025)