Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models. - Kaiyuan Gao; Sunan He; Zhenyu He 012; Jiacheng Lin; Qizhi Pei; Jie Shao; Wei Zhang (CoRR, 2023)

Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors. - Qizhi Pei; Lijun Wu 003; Zhenyu He 012; Jinhua Zhu 001; Yingce Xia; Shufang Xie 003; Rui Yan 001 (CIKM, 2024)

Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation. - Zhenyu He 012; Guhao Feng; Shengjie Luo; Kai Yang; Liwei Wang 001; Jingjing Xu; Zhi Zhang 005; Hongxia Yang; Di He 001 (ICML, 2024)

Do Efficient Transformers Really Save Computation? - Kai Yang; Jan Ackermann; Zhenyu He 012; Guhao Feng; Bohang Zhang; Yunzhen Feng; Qiwei Ye; Di He 001; Liwei Wang 001 (ICML, 2024)

REST: Retrieval-Based Speculative Decoding. - Zhenyu He 012; Zexuan Zhong; Tianle Cai; Jason D. Lee; Di He 001 (NAACL-HLT, 2024)

Let the Code LLM Edit Itself When You Edit the Code. - Zhenyu He 012; Jun Zhang; Shengjie Luo; Jingjing Xu; Zhi Zhang 005; Di He 001 (ICLR, 2025)

Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning. - Qifan Yu; Zhenyu He 012; Sijie Li; Xun Zhou; Jun Zhang; Jingjing Xu; Di He 001 (CoRR, 2025)