| 2026 | AAAI | Perceiving the Knowledge Boundary: Uncertainty-Guided Exploration and Imagination for World Models. | Zhenxian Liu, Peixi Peng, Yangru Huang, Yonghong Tian |
| 2026 | AAAI | Beyond Single-Speed Reasoning: Coordinating Fast and Slow Dynamics for Efficient World Modeling. | Hongwei Wang, Yangru Huang, Guangyao Chen, Xu Wang, Yi Jin |
| 2025 | ICML | When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network. | Dong Xiao, Guangyao Chen, Peixi Peng, Yangru Huang, Yifan Zhao, Yongxing Dai, Yonghong Tian |
| 2024 | AAAI | Adaptive Discovering and Merging for Incremental Novel Class Discovery. | Guangyao Chen, Peixi Peng, Yangru Huang, Mengyue Geng, Yonghong Tian |
| 2023 | ICCV | Simoun: Synergizing Interactive Motion-appearance Understanding for Vision-based Reinforcement Learning. | Yangru Huang, Peixi Peng, Yifan Zhao, Yunpeng Zhai, Haoran Xu, Yonghong Tian |
| 2023 | ICCV | Stabilizing Visual Reinforcement Learning via Asymmetric Interactive Cooperation. | Yunpeng Zhai, Peixi Peng, Yifan Zhao, Yangru Huang, Yonghong Tian |
| 2023 | ICONIP | Reinforcement Learning-Based Consensus Reaching in Large-Scale Social Networks. | Shijun Guo, Haoran Xu, Guangqiang Xie, Di Wen, Yangru Huang, Peixi Peng |
| 2020 | AAAI | Domain Adaptive Attention Learning for Unsupervised Person Re-Identification. | Yangru Huang, Peixi Peng, Yi Jin, Yidong Li, Junliang Xing |
| 2019 | ICIG | Unsupervised Person Re-identification Based on Clustering and Domain-Invariant Network. | Yangru Huang, Yi Jin, Peixi Peng, Congyan Lang, Yidong Li |