| 2025 | ICASSP | Modular Gaussian Splatting: Instance Decomposable Learning and Adaptive Rendering of 3D Scenes via Mixture of Experts. | Jiansong Sha, Haoyu Zhang, Qiangjuan Huang, Guang Kou |
| 2024 | ICANN | Asymmetric Actor-Critic for Adapting to Changing Environments in Reinforcement Learning. | Wangyang Yue, Yuan Zhou, Xiaochuan Zhang, Yuchen Hua, Minne Li, Zunlin Fan, Zhiyuan Wang, Guang Kou |
| 2022 | IJCNN | Graph Topology Noise Aware Learning by Feature Clustering and Pseudo-labels Generator. | Changqin He, Guang Kou, Haoyu Zhang, Zhihui Hu |
| 2022 | UIC | MixOT: Graph Representation Learning based on Mix-order Sampling and Transport Aggregator for Social Networks. | Changqin He, Haoyu Zhang, Zhihui Hu, Guang Kou, Qiangjuan Huang |
| 2022 | UIC | PATVD:Vulnerability Detection Based on Pre-training Techniques and Adversarial Training. | Weiye Yu, Guang Kou, Qihe Liu, Haoyu Zhang, Qiang Wang |
| 2021 | CIKM | Rectifying Pseudo Labels: Iterative Feature Clustering for Graph Representation Learning. | Zhihui Hu, Guang Kou, Haoyu Zhang, Na Li, Ke Yang, Lin Liu |
| 2020 | ICANN | Improving Multi-agent Reinforcement Learning with Imperfect Human Knowledge. | Xiaoxu Han, Hongyao Tang, Yuan Li, Guang Kou, Leilei Liu |