| 2025 | AAAI | Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking. | Jiawen Zhu, Huayi Tang, Xin Chen, Xinying Wang, Dong Wang, Huchuan Lu |
| 2025 | ICLR | Towards Auto-Regressive Next-Token Prediction: In-context Learning Emerges from Generalization. | Zixuan Gong, Xiaolin Hu, Huayi Tang, Yong Liu |
| 2025 | ICML | Understanding Model Ensemble in Transferable Adversarial Attack. | Wei Yao, Zeliang Zhang, Huayi Tang, Yong Liu |
| 2025 | ICML | Position: Spectral GNNs Rely Less on Graph Fourier Basis than Conceived. | Yuhe Guo, Huayi Tang, Jiahong Ma, Hongteng Xu, Zhewei Wei |
| 2024 | ICML | Perfect Alignment May be Poisonous to Graph Contrastive Learning. | Jingyu Liu, Huayi Tang, Yong Liu |
| 2024 | ICRA | DCPT: Darkness Clue-Prompted Tracking in Nighttime UAVs. | Jiawen Zhu, Huayi Tang, Zhi-Qi Cheng, Jun-Yan He, Bin Luo, Shihao Qiu, Shengming Li, Huchuan Lu |
| 2024 | KDD | Reimagining Graph Classification from a Prototype View with Optimal Transport: Algorithm and Theorem. | Chen Qian, Huayi Tang, Hong Liang, Yong Liu |
| 2023 | ACML | Decouple then Combine: A Simple and Effective Framework for Fraud Transaction Detection. | Pengwei Tang, Huayi Tang, Wenhan Wang, Hanjing Su, Yong Liu |
| 2023 | ICML | Towards Understanding Generalization of Graph Neural Networks. | Huayi Tang, Yong Liu |
| 2023 | MMM | Safe Contrastive Clustering. | Pengwei Tang, Huayi Tang, Wei Wang, Yong Liu |
| 2022 | CVPR | Deep Safe Multi-view Clustering: Reducing the Risk of Clustering Performance Degradation Caused by View Increase. | Huayi Tang, Yong Liu |
| 2022 | CVPR | Multi-level Feature Learning for Contrastive Multi-view Clustering. | Jie Xu, Huayi Tang, Yazhou Ren, Liang Peng, Xiaofeng Zhu, Lifang He |
| 2022 | ICML | Deep Safe Incomplete Multi-view Clustering: Theorem and Algorithm. | Huayi Tang, Yong Liu |
| 2021 | ICCV | Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering. | Jie Xu, Yazhou Ren, Huayi Tang, Xiaorong Pu, Xiaofeng Zhu, Ming Zeng, Lifang He |