| 2026 | AAAI | Imagine with Layout and Sketch: Enhancing Vision-Language Retrieval with Dual-Stream Multi-Modal Query Refinement. | Guanghao Meng, Jinpeng Wang, Qian-Wei Wang, Xudong Ren, Dan Zhao |
| 2026 | AAAI | Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval. | Guanghao Meng, Jinpeng Wang, Jieming Zhu, Letian Zhang, Yong Jiang, Dan Zhao, Qing Li |
| 2026 | AAAI | Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning. | Haomiao Tang, Jinpeng Wang, Minyi Zhao, Guanghao Meng, Ruisheng Luo, Long Chen, Shu-Tao Xia |
| 2026 | AAAI | HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment. | Letian Zhang, Guanghao Meng, Xudong Ren, Jinpeng Wang |
| 2025 | AAAI | EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models. | Guanghao Meng, Sunan He, Jinpeng Wang, Tao Dai, Letian Zhang, Jieming Zhu, Qing Li, Gang Wang, Rui Zhang, Yong Jiang |
| 2025 | ACL | Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings. | Haomiao Tang, Jinpeng Wang, Yuang Peng, Guanghao Meng, Ruisheng Luo, Bin Chen, Long Chen, Yaowei Wang, Shutao Xia |
| 2023 | ICASSP | Difficulty-Aware Data Augmentor for Scene Text Recognition. | Guanghao Meng, Tao Dai, Bin Chen, Naiqi Li, Yong Jiang, Shu-Tao Xia |
| 2023 | IJCAI | Towards Robust Scene Text Image Super-resolution via Explicit Location Enhancement. | Hang Guo, Tao Dai, Guanghao Meng, Shu-Tao Xia |
| 2020 | ICPR | Sample-aware Data Augmentor for Scene Text Recognition. | Guanghao Meng, Tao Dai, Shudeng Wu, Bin Chen, Jian Lu, Yong Jiang, Shu-Tao Xia |
| 2020 | ICPR | Transferable Adversarial Attacks for Deep Scene Text Detection. | Shudeng Wu, Tao Dai, Guanghao Meng, Bin Chen, Jian Lu, Shu-Tao Xia |