Scholar
Junxian Li
Google Scholar ID: U-b_eXkAAAAJ
NSEC lab，Shanghai Jiaotong University
Citations & Impact
Citations
88
H-index
5
i10-index
4
Publications
13
Co-authors
8
list available
Publications
Resume (English only)
Academic Achievements
- [{'Type': 'Conference Paper', 'Title': 'Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning', 'Authors': 'Di Zhang*, Junxian Li*, Jingdi Lei*, et al.', 'Conference': 'CVPR 2025', 'Links': 'arXiv, Conference Version'}, {'Type': 'Conference Paper', 'Title': 'Biology Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models', 'Authors': 'Junxian Li, Di Zhang, et al.', 'Conference': 'EMNLP Findings 2025', 'Links': 'arXiv, Conference Version'}, {'Type': 'Conference Paper', 'Title': 'Reinforcement Learning Approaches for Traffic Signal Control under Missing Data', 'Authors': 'Hao Mei, Junxian Li, Bin Shi, Hua Wei*', 'Conference': 'IJCAI 2023', 'Links': 'Project Page, arXiv, Conference Version'}, {'Type': 'Conference Paper', 'Title': 'Uncertainty-aware Traffic Prediction under Missing Data', 'Authors': 'Hao Mei, Junxian Li, Zhiming Liang, Guanjie Zheng, Bin Shi, Hua Wei*', 'Conference': 'ICDM 2023', 'Links': 'Project Page, arXiv, Conference Version'}, {'Type': 'Preprint', 'Title': 'Teaching MLP More Graph Information: A Three-stage Multitask Knowledge Distillation Framework', 'Authors': 'Junxian Li, Bin Shi*, Erfel Cui, Hua Wei, Qinghua Zheng', 'Source': 'Arxiv preprint arxiv 2023', 'Links': 'arXiv'}]
Background
- Research Interests: AI security (mainly LLM security), data mining, and GNNs. Currently working at NSEC lab, Shanghai Jiaotong University, advised by Prof. Haojin Zhu. Worked on graph learning and data mining at Xi'an Jiaotong University. Served as a remote research intern at DaRL Group for one year, co-advised by Assistant Prof. Hua Wei.
Miscellany
- Hobbies: Feel free to use this website's source code.
