| 2026 | AAAI | Taming the Phantom: Token-Asymmetric Filtering for Hallucination Mitigation in Large Vision-Language Models. | Shuyi Ouyang, Hongyi Wang, Gongfan Fang, Xinyin Ma, Lanfen Lin, Xinchao Wang |
| 2025 | ACL | CoT-Valve: Length-Compressible Chain-of-Thought Tuning. | Xinyin Ma, Guangnian Wan, Runpeng Yu, Gongfan Fang, Xinchao Wang |
| 2025 | CVPR | Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient. | Zigeng Chen, Xinyin Ma, Gongfan Fang, Xinchao Wang |
| 2025 | CVPR | TinyFusion: Diffusion Transformers Learned Shallow. | Gongfan Fang, Kunjun Li, Xinyin Ma, Xinchao Wang |
| 2025 | CVPR | Diffusion Model is Effectively Its Own Teacher. | Xinyin Ma, Runpeng Yu, Songhua Liu, Gongfan Fang, Xinchao Wang |
| 2025 | ICCV | Auto-Controlled Image Perception in MLLMs via Visual Perception Tokens. | Runpeng Yu, Xinyin Ma, Xinchao Wang |
| 2024 | CVPR | DeepCache: Accelerating Diffusion Models for Free. | Xinyin Ma, Gongfan Fang, Xinchao Wang |
| 2024 | ECCV | Isomorphic Pruning for Vision Models. | Gongfan Fang, Xinyin Ma, Michael Bi Mi, Xinchao Wang |
| 2024 | Interspeech | LiteFocus: Accelerated Diffusion Inference for Long Audio Synthesis. | Zhenxiong Tan, Xinyin Ma, Gongfan Fang, Xinchao Wang |
| 2023 | CVPR | DepGraph: Towards Any Structural Pruning. | Gongfan Fang, Xinyin Ma, Mingli Song, Michael Bi Mi, Xinchao Wang |
| 2022 | IJCAI | Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt. | Xinyin Ma, Xinchao Wang, Gongfan Fang, Yongliang Shen, Weiming Lu |
| 2021 | ACL | Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition. | Yongliang Shen, Xinyin Ma, Zeqi Tan, Shuai Zhang, Wen Wang, Weiming Lu |
| 2021 | EMNLP | MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations. | Xinyin Ma, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Weiming Lu |
| 2021 | WWW | A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction. | Yongliang Shen, Xinyin Ma, Yechun Tang, Weiming Lu |
| 2020 | EMNLP | Adversarial Self-Supervised Data-Free Distillation for Text Classification. | Xinyin Ma, Yongliang Shen, Gongfan Fang, Chen Chen, Chenghao Jia, Weiming Lu |
| 2020 | EMNLP | SynET: Synonym Expansion using Transitivity. | Jiale Yu, Yongliang Shen, Xinyin Ma, Chenghao Jia, Chen Chen, Weiming Lu |
| 2020 | IJCAI | Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network. | Zeyun Tang, Yongliang Shen, Xinyin Ma, Wei Xu, Jiale Yu, Weiming Lu |