| 2026 | AAAI | TiCAL: Typicality-Based Consistency-Aware Learning for Multimodal Emotion Recognition. | Wen Yin, Siyu Zhan, Cencen Liu, Xin Hu, Guiduo Duan, Xiurui Xie, Yuan-Fang Li, Tao He |
| 2026 | WWW | Anchor Drift No More: Hierarchical Consistency-Guided Prompt Distillation for Incomplete Multimodal Learning. | Ruiting Dai, Zesen Cai, Lisi Mo, Guiduo Duan, Keren Shi, Tao He |
| 2026 | SIGIR | Towards Conflict-aware Selective Knowledge Unlearning for Continual Few-shot Knowledge Graph Completion. | Junlin Zhu, Bo Fu, Guiduo Duan |
| 2025 | CIKM | DebiasedKGE: Towards Mitigating Spurious Forgetting in Continual Knowledge Graph Embedding. | Junlin Zhu, Bo Fu, Guiduo Duan |
| 2025 | CVPR | ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence. | Yuan Sun, Yongxiang Li, Zhenwen Ren, Guiduo Duan, Dezhong Peng, Peng Hu |
| 2025 | CVPR | Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition. | Wen Yin, Yong Wang, Guiduo Duan, Dongyang Zhang, Xin Hu, Yuan-Fang Li, Tao He |
| 2025 | ICASSP | WMAJL: Watcher-Mediated Attention Joint Learning Model for Multimodal Relation Extraction. | Yunrui Dong, Guiduo Duan, Tianxi Huang, Yunhao Li |
| 2025 | ICASSP | Unbiased Multimodal Audio-to-Intent Recognition. | Qian Dong, Yuezhou Dong, Ke Qin, Guiduo Duan, Tao He |
| 2025 | ICASSP | DFMA: Adaptive Dual Fusion for Multimodal Relation Extraction with Mutual Attention. | Yunhao Li, Tianxi Huang, Guiduo Duan, Yunrui Dong |
| 2025 | ICCV | SPADE: Spatial-Aware Denoising Network for Open-Vocabulary Panoptic Scene Graph Generation with Long- and Local-Range Context Reasoning. | Xin Hu, Ke Qin, Guiduo Duan, Ming Li, Yuan-Fang Li, Tao He |
| 2025 | ICML | Deep Fuzzy Multi-view Learning for Reliable Classification. | Siyuan Duan, Yuan Sun, Dezhong Peng, Guiduo Duan, Xi Peng, Peng Hu |
| 2025 | IJCAI | Reliable Disentanglement Multi-view Learning Against View Adversarial Attacks. | Xuyang Wang, Siyuan Duan, Qizhi Li, Guiduo Duan, Yuan Sun, Dezhong Peng |
| 2019 | IWDW | Median Filtering Detection of Small-Size Image Using AlexCaps-Network. | Guiduo Duan, Jiayu Miao, Tianxi Huang |