Ma, Xinyin

19 publications

ICCV 2025 Auto-Controlled Image Perception in MLLMs via Visual Perception Tokens Runpeng Yu, Xinyin Ma, Xinchao Wang

CVPR 2025 Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Zigeng Chen, Xinyin Ma, Gongfan Fang, Xinchao Wang

CVPR 2025 Diffusion Model Is Effectively Its Own Teacher Xinyin Ma, Runpeng Yu, Songhua Liu, Gongfan Fang, Xinchao Wang

TMLR 2025 Efficient Reasoning Models: A Survey Sicheng Feng, Gongfan Fang, Xinyin Ma, Xinchao Wang

NeurIPS 2025 Thinkless: LLM Learns When to Think Gongfan Fang, Xinyin Ma, Xinchao Wang

CVPR 2025 TinyFusion: Diffusion Transformers Learned Shallow Gongfan Fang, Kunjun Li, Xinyin Ma, Xinchao Wang

NeurIPS 2025 VeriThinker: Learning to Verify Makes Reasoning Model Efficient Zigeng Chen, Xinyin Ma, Gongfan Fang, Ruonan Yu, Xinchao Wang

NeurIPS 2025 dKV-Cache: The Cache for Diffusion Language Models Xinyin Ma, Runpeng Yu, Gongfan Fang, Xinchao Wang

NeurIPS 2024 AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising Zigeng Chen, Xinyin Ma, Gongfan Fang, Zhenxiong Tan, Xinchao Wang

CVPR 2024 DeepCache: Accelerating Diffusion Models for Free Xinyin Ma, Gongfan Fang, Xinchao Wang

ECCV 2024 Isomorphic Pruning for Vision Models Gongfan Fang, Xinyin Ma, Michael Bi Mi, Xinchao Wang

NeurIPS 2024 Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching Xinyin Ma, Gongfan Fang, Michael Bi Mi, Xinchao Wang

NeurIPS 2024 Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising Gongfan Fang, Xinyin Ma, Xinchao Wang

NeurIPS 2024 SlimSAM: 0.1% Data Makes Segment Anything Slim Zigeng Chen, Gongfan Fang, Xinyin Ma, Xinchao Wang

CVPR 2023 DepGraph: Towards Any Structural Pruning Gongfan Fang, Xinyin Ma, Mingli Song, Michael Bi Mi, Xinchao Wang

NeurIPS 2023 LLM-Pruner: On the Structural Pruning of Large Language Models Xinyin Ma, Gongfan Fang, Xinchao Wang

NeurIPS 2023 Structural Pruning for Diffusion Models Gongfan Fang, Xinyin Ma, Xinchao Wang

IJCAI 2022 Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt Xinyin Ma, Xinchao Wang, Gongfan Fang, Yongliang Shen, Weiming Lu

IJCAI 2020 Multi-Hop Reading Comprehension Across Documents with Path-Based Graph Convolutional Network Zeyun Tang, Yongliang Shen, Xinyin Ma, Wei Xu, Jiale Yu, Weiming Lu