| 2026 | AAAI | MTRL-CG: Multi-Task Reinforcement Learning Method with Spectral Clustering-Based Task Grouping. | Wenjia Meng, Teng Zhang, Haoliang Sun, Yilong Yin |
| 2026 | WWW | Scalable Anomaly Detection for Temporal Web Streams via Approximate Nearest Neighbor Search. | Chuangen Gao, Haoliang Sun, Zekun Yin, Weipeng Jiang, Wei Han, Bo Bai |
| 2026 | WWW | SLS: A Scalable Logic Subgraph Framework for Temporal Web Analytics and Hybrid Search. | Jiajia Nie, Zekun Yin, Haoliang Sun, Weipeng Jiang, Wei Han, Bo Bai |
| 2025 | AAAI | Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning. | Yan Zhang, Guoqiang Wu, Bingzheng Wang, Teng Pang, Haoliang Sun, Yilong Yin |
| 2025 | CVPR | SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning. | Ren Wang, Haoliang Sun, Yuxiu Lin, Chuanhui Zuo, Yongshun Gong, Yilong Yin, Wenjia Meng |
| 2025 | IJCAI | Improving Generalization in Meta-Learning via Meta-Gradient Augmentation. | Ren Wang, Haoliang Sun, Yuxiu Lin, Xinxin Zhang, Yilong Yin |
| 2025 | IJCAI | Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction. | Shilu Yuan, Xiaoyu Li, Wenqian Mu, Ji Zhong, Meng Chen, Haoliang Sun, Yongshun Gong |
| 2024 | CIKM | Spatio-temporal Graph Normalizing Flow for Probabilistic Traffic Prediction. | Yang An, Zhibin Li, Wei Liu, Haoliang Sun, Meng Chen, Wenpeng Lu, Yongshun Gong |
| 2023 | CVPR | MetaViewer: Towards A Unified Multi-View Representation. | Ren Wang, Haoliang Sun, Yuling Ma, Xiaoming Xi, Yilong Yin |
| 2023 | CVPR | Fine-Grained Classification with Noisy Labels. | Qi Wei, Lei Feng, Haoliang Sun, Ren Wang, Chenhui Guo, Yilong Yin |
| 2022 | ECCV | Self-Filtering: A Noise-Aware Sample Selection for Label Noise with Confidence Penalization. | Qi Wei, Haoliang Sun, Xiankai Lu, Yilong Yin |
| 2020 | ICML | Learning to Learn Kernels with Variational Random Features. | Xiantong Zhen, Haoliang Sun, Ying-Jun Du, Jun Xu, Yilong Yin, Ling Shao, Cees Snoek |
| 2020 | TrustCom | Malware Classification on Imbalanced Data through Self-Attention. | Yu Ding, Shupeng Wang, Jian Xing, Xiaoyu Zhang, ZiSen Oi, Ge Fu, Qian Qiang, Haoliang Sun, Jianyu Zhang |
| 2019 | ICCV | DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer. | Haoliang Sun, Ronak Mehta, Hao Henry Zhou, Zhichun Huang, Sterling C. Johnson, Vivek Prabhakaran, Vikas Singh |
| 2019 | ICIP | Learning the Set Graphs: Image-Set Classification Using Sparse Graph Convolutional Networks. | Haoliang Sun, Xiantong Zhen, Yilong Yin |
| 2018 | ICASSP | Modality-Specific Structure Preserving Hashing for Cross-Modal Retrieval. | Xingbo Liu, Haoliang Sun, Xiushan Nie, Chaoran Cui, Yilong Yin |
| 2017 | CVPR | Learning Deep Match Kernels for Image-Set Classification. | Haoliang Sun, Xiantong Zhen, Yuanjie Zheng, Gongping Yang, Yilong Yin, Shuo Li |