| 2026 | AAAI | Make LVLMs Focus: Context-Aware Attention Modulation for Better Multimodal In-Context Learning. | Yanshu Li, Jianjiang Yang, Ziteng Yang, Bozheng Li, Ligong Han, Hongyang He, Zhengtao Yao, Yingjie Victor Chen, Songlin Fei, Dongfang Liu, Ruixiang Tang |
| 2026 | ACL | MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models. | Jie Cao, Tianwei Lin, Bo Yuan, Rolan Yan, Hongyang He, Wenqiao Zhang, Juncheng Li, Dongping Zhang, Siliang Tang, Yueting Zhuang |
| 2026 | WWW | SCORE: Story Coherence and Retrieval Enhancement for AI Narratives. | Qiang Yi, Yangfan He, Jianhui Wang, Xinyuan Song, Kuan Lu, Shiyao Qian, Xinhang Yuan, Yi Xin, Yijin Wang, Jingqun Tang, Yuchen Li, Hongyang He, Zhen Tian, Tianxiang Xu, Keqin Li, Menghao Huo, Jiaqi Chen, Miao Zhang, Tianyu Shi, Jianyuan Ni |
| 2026 | WACV | Reinforcement Learning-based Adaptive Control of Classifier-Free Guidance and Timestep Embeddings in Diffusion Models. | Haochen You, Baojing Liu, Hongyang He |
| 2025 | ICCV | TrustMatch: Mitigating Pseudo-Label Bias in Semi-Supervised Learning with Trust-Aware Refinement. | Hongyang He, Yundi Hong |
| 2025 | ICCV | Semi-ViM: Bidirectional State Space Model for Mitigating Label Imbalance in Semi-Supervised Learning. | Hongyang He, Hongyang Xie, Haochen You, Victor Sanchez |
| 2025 | IJCNN | 4S-Classifier: Empowering Conservation through Semi-Supervised Learning for Rare and Endangered Species. | Hongyang He, Hongyang Xie, Guodong Shen, Boyang Fu, Haochen You, Victor Sanchez |
| 2025 | WACV | GrDT: Towards Robust Deepfake Detection Using Geometric Representation Distribution and Texture. | Hongyang Xie, Hongyang He, Boyang Fu, Victor Sanchez |
| 2009 | ICASSP | Focusing-based approach for wide-band source localization in near-field. | Hongyang He, Yide Wang, Joseph Saillard |