Uncertainty-aware Traffic Prediction under Missing Data. - Hao Mei; Junxian Li 001; Zhiming Liang; Guanjie Zheng; Bin Shi; Hua Wei 001 (ICDM, 2023)

Reinforcement Learning Approaches for Traffic Signal Control under Missing Data. - Hao Mei; Junxian Li 001; Bin Shi; Hua Wei 001 (IJCAI, 2023)

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery. - Zonglin Yang 001; Xinya Du; Junxian Li 001; Jie Zheng; Soujanya Poria; Erik Cambria (ACL (Findings), 2024)

Teaching MLP More Graph Information: A Three-stage Multitask Knowledge Distillation Framework. - Junxian Li 001; Bin Shi; Erfei Cui; Hua Wei 001; Qinghua Zheng (CoRR, 2024)

TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation. - Jiatong Li 003; Junxian Li 001; Yunqing Liu; Dongzhan Zhou; Qing Li 001 (CoRR, 2024)

Biology Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models. - Haonan He; Yuchen Ren 001; Yining Tang; Ziyang Xu; Junxian Li 001; Minghao Yang; Di Zhang; Dong Yuan; Tao Chen 003; Shufei Zhang; Yuqiang Li; Nanqing Dong; et al. (CoRR, 2024)

ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area. - Junxian Li 001; Di Zhang; Xunzhi Wang; Zeying Hao; Jingdi Lei; Qian Tan; Cai Zhou; Wei Liu 123; Yaotian Yang; Xinrui Xiong; Weiyun Wang; Zhe Chen 013; et al. (AAAI, 2025)

Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning. - Di Zhang; Jingdi Lei; Junxian Li 001; Xunzhi Wang; Yujie Liu; Zonglin Yang 001; Jiatong Li 003; Weida Wang; Suorong Yang; Jianbo Wu; Peng Ye 006; Wanli Ouyang; et al. (CVPR, 2025)

Control-R: Towards controllable test-time scaling. - Di Zhang; Weida Wang; Junxian Li 001; Xunzhi Wang; Jiatong Li 003; Jianbo Wu; Jingdi Lei; Haonan He; Peng Ye 006; Shufei Zhang; Wanli Ouyang; Yuqiang Li; et al. (CoRR, 2025)

Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery. - Jiatong Li 003; Weida Wang; Qinggang Zhang; Junxian Li 001; Di Zhang; Changmeng Zheng; Shufei Zhang; Xiaoyong Wei; Qing Li 001 (CoRR, 2025)