Toward Efficient Traffic Signal Control: Smaller Network Can Do More. - Shuya Li; Hao Mei; Jianwei Li 004; Hua Wei 001; Dongkuan Xu (CDC, 2023)

Breaking through Deterministic Barriers: Randomized Pruning Mask Generation and Selection. - Jianwei Li 004; Weizhi Gao; Qi Lei; Dongkuan Xu (EMNLP (Findings), 2023)

Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models. - Jianwei Li 004; Qi Lei; Wei Cheng 002; Dongkuan Xu (EMNLP, 2023)

Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning. - Jianwei Li 004; Sheng Liu; Qi Lei (CoRR, 2023)

FP8-BERT: Post-Training Quantization for Transformer. - Jianwei Li 004; Tianchi Zhang 004; Ian En-Hsu Yen; Dongkuan Xu (CoRR, 2023)

Greedy Output Approximation: Towards Efficient Structured Pruning for LLMs Without Retraining. - Jianwei Li 004; Yijun Dong; Qi Lei (CPAL, 2025)