| 2026 | AAAI | Explicit Modeling of Causal Factors and Confounders for Image Classification. | Wei Wu, Lei Meng, Zhuang Qi, Zixuan Li, Yachong Zhang, Xiaoshuo Yan, Xiangxu Meng |
| 2026 | AAAI | Introducing Decomposed Causality with Spatiotemporal Object-Centric Representation for Video Classification. | Yachong Zhang, Lei Meng, Shuo Xu, Zhuang Qi, Wei Wu, Lei Wu, Xiangxu Meng |
| 2026 | KDD | Two Heads Are Better Than One: Generalized Cross-Domain Federated Learning via Dual-Prototype. | Mingsheng Cao, Tianci Chen, Ming Hu, Zhuang Qi, Yangguang Cui, Junlong Zhou, Xiaofei Xie |
| 2025 | AAAI | Causal Inference over Visual-Semantic-Aligned Graph for Image Classification. | Lei Meng, Xiangxian Li, Xiaoshuo Yan, Haokai Ma, Zhuang Qi, Wei Wu, Xiangxu Meng |
| 2025 | AAAI | Cross-Silo Feature Space Alignment for Federated Learning on Clients with Imbalanced Data. | Zhuang Qi, Lei Meng, Zhaochuan Li, Han Hu, Xiangxu Meng |
| 2025 | IJCAI | Semantic-Space-Intervened Diffusive Alignment for Visual Classification. | Zixuan Li, Lei Meng, Guoqing Chao, Wei Wu, Yimeng Yang, Xiaoshuo Yan, Zhuang Qi, Xiangxu Meng |
| 2025 | IJCAI | Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization. | Zhuang Qi, Sijin Zhou, Lei Meng, Han Hu, Han Yu, Xiangxu Meng |
| 2025 | IJCAI | Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification. | Xiaoshuo Yan, Zhaochuan Li, Lei Meng, Zhuang Qi, Wei Wu, Zixuan Li, Xiangxu Meng |
| 2025 | IJCNN | Towards Initialization-Agnostic Clustering with Iterative Adaptive Resonance Theory. | Xiaozheng Qu, Zhaochuan Li, Zhuang Qi, Xiang Li, Haibei Huang, Lei Meng, Xiangxu Meng |
| 2023 | ICIG | Unsupervised Segmentation of Haze Regions as Hard Attention for Haze Classification. | Jingyu Li, Haokai Ma, Xiangxian Li, Zhuang Qi, Xiangxu Meng, Lei Meng |
| 2023 | ICIG | Learning to Fuse Residual and Conditional Information for Video Compression and Reconstruction. | Ran Wang, Zhuang Qi, Xiangxu Meng, Lei Meng |
| 2023 | IJCNN | Cross-Modal Content Inference and Feature Enrichment for Cold-Start Recommendation. | Haokai Ma, Zhuang Qi, Xinxin Dong, Xiangxian Li, Yuze Zheng, Xiangxu Meng, Lei Meng |
| 2023 | IJCNN | Multi-channel Attentive Weighting of Visual Frames for Multimodal Video Classification. | Yuqing Wang, Zhuang Qi, Xiangxian Li, Jinxing Liu, Xiangxu Meng, Lei Meng |
| 2022 | ECCV | Meta-Causal Feature Learning for Out-of-Distribution Generalization. | Yuqing Wang, Xiangxian Li, Zhuang Qi, Jingyu Li, Xuelong Li, Xiangxu Meng, Lei Meng |
| 2014 | ICA3PP | Application of Support Vector Machine in the Decision-Making of Maneuvering. | Zhuang Qi, Zheng Chang, Hanbang Song, Xinyu Zhang |