| 2026 | AAAI | Decomposing Prompts, Composing Actions: A Multi-Granularity Prompting Approach for Incremental Action Learning. | Xinyi Cheng, Chenghao Xu, Xi Wang, Jiexi Yan, Yanhua Yang |
| 2026 | AAAI | Channel-masked Asymmetric Distribution Matching for Cross-Domain Generalized Dataset Distillation. | Qi Liu, Chenghao Xu, Jiexi Yan, Guangtao Lyu, Erkun Yang, Guihai Chen, Yanhua Yang |
| 2026 | AAAI | Editing Is a Bargaining Game: Balanced Knowledge Editing in Large Language Models. | Chenghao Xu, Jiexi Yan, Muli Yang, Fen Fang, Huilin Chen, Cheng Deng |
| 2026 | AAAI | Your AI-Generated Image Detector Can Secretly Achieve SOTA Accuracy, If Calibrated. | Muli Yang, Gabriel James Goenawan, Henan Wang, Huaiyuan Qin, Chenghao Xu, Yanhua Yang, Fen Fang, Ying Sun, Joo Hwee Lim, Hongyuan Zhu |
| 2026 | ACL | Semantically Comprehensive Token Pruning in LVLMs via Maximizing Concept Coverage. | Xueting Li, Qi Liu, Chenghao Xu, Xu Yang, Guangtao Lyu, Jiahua Li, Cheng Deng |
| 2026 | ACL | Revealing and Enhancing Core Visual Regions: Harnessing Internal Attention Dynamics for Hallucination Mitigation in LVLMs. | Guangtao Lyu, Qi Liu, Chenghao Xu, Jiexi Yan, Muli Yang, Xueting Li, Fen Fang, Cheng Deng |
| 2026 | ACL | Fisher-Driven Adaptive Locating for Knowledge Editing in Large Language Models. | Chenghao Xu, Jiexi Yan, Guangtao Lyu, Qi Liu, Muli Yang, Cheng Deng |
| 2025 | CVPR | ChatGarment: Garment Estimation, Generation and Editing via Large Language Models. | Siyuan Bian, Chenghao Xu, Yuliang Xiu, Artur Grigorev, Zhen Liu, Cewu Lu, Michael J. Black, Yao Feng |
| 2025 | ICIG | Exploring Implicit Relations for Fine-Grained Generalized Category Discovery. | Jiexi Yan, Xinyi Cheng, Chenghao Xu, Cheng Deng |
| 2025 | ICLR | Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization. | Guangtao Lyu, Chenghao Xu, Jiexi Yan, Muli Yang, Cheng Deng |
| 2024 | AAAI | Asymmetric Mutual Alignment for Unsupervised Zero-Shot Sketch-Based Image Retrieval. | Zhihui Yin, Jiexi Yan, Chenghao Xu, Cheng Deng |
| 2024 | ACL | LLM Knows Body Language, Too: Translating Speech Voices into Human Gestures. | Chenghao Xu, Guangtao Lyu, Jiexi Yan, Muli Yang, Cheng Deng |
| 2024 | ICML | Retrieval Across Any Domains via Large-scale Pre-trained Model. | Jiexi Yan, Zhihui Yin, Chenghao Xu, Cheng Deng, Heng Huang |
| 2022 | CVPR | Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning. | Jiexi Yan, Lei Luo, Chenghao Xu, Cheng Deng, Heng Huang |
| 2022 | IJCAI | Attention-guided Contrastive Hashing for Long-tailed Image Retrieval. | Xuan Kou, Chenghao Xu, Xu Yang, Cheng Deng |
| 2019 | TASE | Learning-based Probabilistic Modeling and Verifying Driver Behavior using MDP. | Xin Bai, Chenghao Xu, Yi Ao, Biao Chen, Dehui Du |