Sun, Jiawei

8 publications

NeurIPS 2025 AGI-Elo: How Far Are We from Mastering a Task? Shuo Sun, Yimin Zhao, Christina Dao Wen Lee, Jiawei Sun, Chengran Yuan, Zefan Huang, Dongen Li, Justin KW Yeoh, Alok Prakash, Thomas W. Malone, Marcelo H Ang Jr

NeurIPS 2025 Contrastive Learning with Data Misalignment: Feature Purity, Training Dynamics and Theoretical Generalization Guarantees Jiawei Sun, Shuai Zhang, Hongkang Li, Meng Wang

NeurIPS 2025 GD$^2$: Robust Graph Learning Under Label Noise via Dual-View Prediction Discrepancy Kailai Li, Jiong Lou, Jiawei Sun, Honghong Zeng, Wen Li, Chentao Wu, Yuan Luo, Wei Zhao, Shouguo Du, Jie Li

IJCAI 2025 Leveraging Peer-Informed Label Consistency for Robust Graph Neural Networks with Noisy Labels Kailai Li, Jiawei Sun, Jiong Lou, Zhanbo Feng, Hefeng Zhou, Chentao Wu, Guangtao Xue, Wei Zhao, Jie Li

TMLR 2025 Theoretical Learning Performance of Graph Networks: The Impact of Jumping Connections and Layer-Wise Sparsification Jiawei Sun, Hongkang Li, Meng Wang

NeurIPS 2024 Empowering and Assessing the Utility of Large Language Models in Crop Science Hang Zhang, Jiawei Sun, Renqi Chen, Wei Liu, Zhonghang Yuan, Xinzhe Zheng, Zhefan Wang, Zhiyuan Yang, Hang Yan, Hansen Zhong, Xiqing Wang, Wanli Ouyang, Fan Yang, Nanqing Dong

ICML 2024 Graph Out-of-Distribution Detection Goes Neighborhood Shaping Tianyi Bao, Qitian Wu, Zetian Jiang, Yiting Chen, Jiawei Sun, Junchi Yan

ICLR 2024 InterpGNN: Understand and Improve Generalization Ability of Transdutive GNNs Through the Lens of Interplay Between Train and Test Nodes Jiawei Sun, Kailai Li, Ruoxin Chen, Jie Li, Chentao Wu, Yue Ding, Junchi Yan