Yu, Junchi

8 publications

ICLR 2026 From What to Why: A Multi-Agent System for Evidence-Based Chemical Reaction Condition Reasoning Cheng Yang, Jiaxuan Lu, Haiyuan Wan, Junchi Yu, Feiwei Qin

ICLR 2026 Tracedet: Hallucination Detection from the Decoding Trace of Diffusion Large Language Models Shenxu Chang, Junchi Yu, Weixing Wang, Yongqiang Chen, Jialin Yu, Philip Torr, Jindong Gu

NeurIPS 2025 Can Knowledge-Graph-Based Retrieval Augmented Generation Really Retrieve What You Need? Junchi Yu, Yujie Liu, Jindong Gu, Philip Torr, Dongzhan Zhou

ICLR 2024 Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models Junchi Yu, Ran He, Zhitao Ying

CVPR 2023 Mind the Label Shift of Augmentation-Based Graph OOD Generalization Junchi Yu, Jian Liang, Ran He

CVPR 2022 Improving Subgraph Recognition with Variational Graph Information Bottleneck Junchi Yu, Jie Cao, Ran He

ICLR 2021 Graph Information Bottleneck for Subgraph Recognition Junchi Yu, Tingyang Xu, Yu Rong, Yatao Bian, Junzhou Huang, Ran He

IJCAI 2019 Pose-Preserving Cross Spectral Face Hallucination Junchi Yu, Jie Cao, Yi Li, Xiaofei Jia, Ran He