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)

On the Universal Truthfulness Hyperplane Inside LLMs. - Junteng Liu; Shiqi Chen; Yu Cheng 001; Junxian He (EMNLP, 2024)

In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation. - Shiqi Chen; Miao Xiong; Junteng Liu; Zhengxuan Wu; Teng Xiao; Siyang Gao; Junxian He (ICML, 2024)

On the Perception Bottleneck of VLMs for Chart Understanding. - Junteng Liu; Weihao Zeng; Xiwen Zhang; Yijun Wang; Zifei Shan; Junxian He (CoRR, 2025)

Learn to Reason Efficiently with Adaptive Length-based Reward Shaping. - Wei Liu 131; Ruochen Zhou; Yiyun Deng; Yuzhen Huang; Junteng Liu; Yuntian Deng; Yizhe Zhang; Junxian He (CoRR, 2025)

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond. - Junteng Liu; Yuanxiang Fan; Zhuo Jiang; Han Ding; Yongyi Hu; Chi Zhang; Yiqi Shi; Shitong Weng; Aili Chen; Shiqi Chen; Yunan Huang; Mozhi Zhang; et al. (CoRR, 2025)

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention. - Aili Chen; Aonian Li; Bangwei Gong; Binyang Jiang; Bo Fei; Bo Yang; Boji Shan; Changqing Yu; Chao Wang; Cheng Zhu; Chengjun Xiao; Chengyu Du; et al. (CoRR, 2025)

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? - Ruochen Zhou; Minrui Xu; Shiqi Chen; Junteng Liu; Yunqi Li; Xinxin Lin; Zhengyu Chen 001; Junxian He (CoRR, 2025)