FELM: Benchmarking Factuality Evaluation of Large Language Models. - Shiqi Chen; Yiran Zhao 006; Jinghan Zhang 006; I-Chun Chern; Siyang Gao; Pengfei Liu 003; Junxian He (NeurIPS, 2023)

C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models. - Yuzhen Huang; Yuzhuo Bai; Zhihao Zhu; Junlei Zhang; Jinghan Zhang 006; Tangjun Su; Junteng Liu; Chuancheng Lv; Yikai Zhang; Jiayi Lei; Yao Fu; Maosong Sun 001; et al. (NeurIPS, 2023)

Composing Parameter-Efficient Modules with Arithmetic Operation. - Jinghan Zhang 006; Shiqi Chen; Junteng Liu; Junxian He (NeurIPS, 2023)

Composing Parameter-Efficient Modules with Arithmetic Operations. - Jinghan Zhang 006; Shiqi Chen; Junteng Liu; Junxian He (CoRR, 2023)

Compression Represents Intelligence Linearly. - Yuzhen Huang; Jinghan Zhang 006; Zifei Shan; Junxian He (CoRR, 2024)

Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas. - Shiqi Chen; Tongyao Zhu; Ruochen Zhou; Jinghan Zhang 006; Siyang Gao; Juan Carlos Niebles; Mor Geva; Junxian He; Jiajun Wu 001; Manling Li (CoRR, 2025)

Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging. - Shiqi Chen; Jinghan Zhang 006; Tongyao Zhu; Wei Liu 131; Siyang Gao; Miao Xiong; Manling Li; Junxian He (CoRR, 2025)