Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models. - Rui Li 093; Qi Liu 003; Liyang He; Zheng Zhang 048; Hao Zhang 088; Shengyu Ye; Junyu Lu 003; Zhenya Huang (EMNLP, 2024)

VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models. - Yifei Liu; Jicheng Wen; Yang Wang 053; Shengyu Ye; Li Lyna Zhang; Ting Cao; Cheng Li 001; Mao Yang 004 (EMNLP, 2024)

CursorCore: Assist Programming through Aligning Anything. - Hao Jiang 023; Qi Liu 003; Rui Li 093; Shengyu Ye; Shijin Wang 001 (CoRR, 2024)

VERSE: Verification-based Self-Play for Code Instructions. - Hao Jiang 023; Qi Liu 003; Rui Li 093; Yuze Zhao; Yixiao Ma; Shengyu Ye; Junyu Lu 003; Yu Su 002 (AAAI, 2025)

LUT-DLA: Lookup Table as Efficient Extreme Low-Bit Deep Learning Accelerator. - Guoyu Li; Shengyu Ye; Chunyun Chen; Yang Wang 053; Fan Yang 024; Ting Cao; Cheng Liu; Mohamed M. Sabry Aly; Mao Yang 004 (HPCA, 2025)

LUT-DLA: Lookup Table as Efficient Extreme Low-Bit Deep Learning Accelerator. - Guoyu Li; Shengyu Ye; Chunyun Chen; Yang Wang 053; Fan Yang 024; Ting Cao; Cheng Li 001; Mohamed M. Sabry; Mao Yang 004 (CoRR, 2025)

Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs. - Xumeng Wen; Zihan Liu; Shun Zheng 001; Zhijian Xu; Shengyu Ye; Zhirong Wu; Xiao Liang; Yang Wang 053; Junjie Li; Ziming Miao; Jiang Bian 002; Mao Yang 004 (CoRR, 2025)

Channel Estimation for 6G Near-Field Wireless Communications: A Comprehensive Survey. - Wen-Xuan Long; Shengyu Ye; Marco Moretti; Michele Morelli; Luca Sanguinetti; Rui Chen 001; Cheng-Xiang Wang 001 (CoRR, 2025)