| 2025 | EMNLP | Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning. | Yunhao Gou, Hansi Yang, Zhili Liu, Kai Chen, Yihan Zeng, Lanqing Hong, Zhenguo Li, Qun Liu, Bo Han, James Kwok, Yu Zhang |
| 2025 | ICLR | Joint Gradient Balancing for Data Ordering in Finite-Sum Multi-Objective Optimization. | Hansi Yang, James T. Kwok |
| 2025 | ICLR | Curriculum-aware Training for Discriminating Molecular Property Prediction Models. | Hansi Yang, Quanming Yao, James Kwok |
| 2023 | CIKM | Positive-Unlabeled Node Classification with Structure-aware Graph Learning. | Hansi Yang, Yongqi Zhang, Quanming Yao, James T. Kwok |
| 2023 | CVPR | Leveraging per Image-Token Consistency for Vision-Language Pre-training. | Yunhao Gou, Tom Ko, Hansi Yang, James T. Kwok, Yu Zhang, Mingxuan Wang |
| 2023 | ICLR | An Adaptive Policy to Employ Sharpness-Aware Minimization. | Weisen Jiang, Hansi Yang, Yu Zhang, James T. Kwok |
| 2022 | ICML | Efficient Variance Reduction for Meta-learning. | Hansi Yang, James T. Kwok |
| 2020 | ICML | Searching to Exploit Memorization Effect in Learning with Noisy Labels. | Quanming Yao, Hansi Yang, Bo Han, Gang Niu, James Tin-Yau Kwok |
| 2019 | Interspeech | Music Genre Classification Using Duplicated Convolutional Layers in Neural Networks. | Hansi Yang, Wei-Qiang Zhang |