| 2026 | AAAI | ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction. | Pengze Li, Jiaqi Liu, Junchi Yu, Lihao Liu, Mingyu Ding, Wanli Ouyang, Shixiang Tang, Xi Chen |
| 2026 | AAAI | Deep Research Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks. | Haiyuan Wan, Chen Yang, Junchi Yu, Meiqi Tu, Jiaxuan Lu, Di Yu, Jianbao Cao, Ben Gao, Jiaqing Xie, Aoran Wang, Wenlong Zhang, Philip Torr, Dongzhan Zhou |
| 2024 | ICLR | Thought Propagation: an Analogical Approach to Complex Reasoning with Large Language Models. | Junchi Yu, Ran He, Zhitao Ying |
| 2023 | CVPR | Mind the Label Shift of Augmentation-based Graph OOD Generalization. | Junchi Yu, Jian Liang, Ran He |
| 2023 | KDD | Rumor Detection with Diverse Counterfactual Evidence. | Kaiwei Zhang, Junchi Yu, Haichao Shi, Jian Liang, Xiaoyu Zhang |
| 2022 | CVPR | Improving Subgraph Recognition with Variational Graph Information Bottleneck. | Junchi Yu, Jie Cao, Ran He |
| 2022 | KDD | Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection. | Bingzhe Wu, Yatao Bian, Hengtong Zhang, Jintang Li, Junchi Yu, Liang Chen, Chaochao Chen, Junzhou Huang |
| 2021 | ICLR | Graph Information Bottleneck for Subgraph Recognition. | Junchi Yu, Tingyang Xu, Yu Rong, Yatao Bian, Junzhou Huang, Ran He |
| 2019 | IJCAI | Pose-preserving Cross Spectral Face Hallucination. | Junchi Yu, Jie Cao, Yi Li, Xiaofei Jia, Ran He |