Dual Latent Memory for Visual Multi-agent System
Xinlei Yu, Chengming Xu, Zhangquan Chen, Bo Yin, Cheng Yang, Yongbo He, Yihao Hu, Jiangning Zhang, Cheng Tan, Xiaobin Hu, Shuicheng Yan
ICML 2026
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FFP-300K: Scaling First-Frame Propagation for Generalizable Video Editing
Xijie Huang*, Chengming Xu*, Donghao Luo, Xiaobin Hu, Peng Tang, Jiangning Zhang, Chengjie Wang, Yanwei Fu
CVPR 2026
PaperProject
VisMem: Latent Vision Memory Unlocks Potential of Vision-Language Models
Xinlei Yu, Chengming Xu, Guibin Zhang, Zhangquan Chen, Yudong Zhang, Yongbo He, Peng-Tao Jiang, Jiangning Zhang, Xiaobin Hu, Shuicheng Yan
CVPR 2026
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Visual Document Understanding and Reasoning: A Multi-Agent Collaboration Framework with Agent-Wise Adaptive Test-Time Scaling
Xinlei Yu, Chengming Xu, Zhangquan Chen, Yudong Zhang, Shilin Lu, Cheng Yang, Jiangning Zhang, Shuicheng Yan, Xiaobin Hu
CVPR 2026
Paper
Omni-Attack: Adversarial Attacks on Open-Ended VQA in Black-Box Multimodal LLMs
Kai Hu, Weichen Yu, Li Zhang, Alexander Robey, Andy Zou, Haoqi Hu, Chengming Xu, Matt Fredrikson
CVPR 2026
Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow
Xinlei Yu, Chengming Xu, Guibin Zhang, Yongbo He, Zhangquan Chen, Zhucun Xue, Jiangning Zhang, Yue Liao, Xiaobin Hu, Yu-Gang Jiang, Shuicheng Yan
ICLR 2026
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Swiftvideo: A Unified Framework for Few-Step Video Generation through Trajectory-Distribution Alignment
Yanxiao Sun, Jiafu Wu, Yun Cao, Chengming Xu, Yabiao Wang, Weijian Cao, Donghao Luo, Chengjie Wang, Yanwei Fu
AAAI 2026
Paper
Towards Reliable and Holistic Visual In-Context Learning Prompt Selection
Wenxiao Wu, Jing-Hao Xue, Chengming Xu†, Chen Liu, Xinwei Sun, Changxin Gao, Nong Sang, Yanwei Fu
NeurIPS 2025
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Disentangle Identity, Cooperate Emotion: Correlation-Aware Emotional Talking Portrait Generation
Weipeng Tan*, Chuming Lin*, Chengming Xu†, Feifan Xu, Xiaobin Hu, Xiaozhong Ji, Junwei Zhu, Chengjie Wang, Yanwei Fu
ACM MM 2025
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StrandDesigner: Towards Practical Strand Generation with Sketch Guidance
Na Zhang*, Moran Li*, Chengming Xu†, Han Feng, Xiaobin Hu, Jiangning Zhang, Weijian Cao, Chengjie Wang, Yanwei Fu
ACM MM 2025
Paper
AnyMaker: Zero-shot General Object Customization via Decoupled Dual-Level ID Injection
Lingjie Kong*, Kai Wu*, Chengming Xu†, Xiaobin Hu, Wenhui Han, Jinlong Peng, Donghao Luo, Jiangning Zhang, Chengjie Wang, Yanwei Fu
CVPR 2025
Paper
SVFR: A Unified Framework for Generalized Video Face Restoration
Zhiyao Wang, Xu Chen, Chengming Xu, Junwei Zhu, Xiaobin Hu, Jiangning Zhang, Chengjie Wang, Yuqi Liu, Yiyi Zhou, Rongrong Ji
CVPR 2025
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Towards Global Optimal Visual In-Context Learning Prompt Selection
Chengming Xu*, Chen Liu*, Yikai Wang, Yuan Yao, Yanwei Fu
NeurIPS 2024
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Faster OreFSDet: A Lightweight and Effective Few-Shot Object Detector for Ore Images
Yang Zhang, Le Cheng, Yuting Peng, Chengming Xu, Yanwei Fu, Bo Wu, Guodong Sun
Pattern Recognition (PR), 2023
Paper
PatchMix Augmentation to Identify Causal Features in Few-shot Learning
Chengming Xu*, Chen Liu*, Xinwei Sun, Siqian Yang, Yabiao Wang, Chengjie Wang, Yanwei Fu
IEEE TPAMI, 2022
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Exploring Efficient Few-shot Adaptation for Vision Transformers
Chengming Xu, Siqian Yang, Yabiao Wang, Zhanxiong Wang, Yanwei Fu, Xiangyang Xue
TMLR, 2022
PaperCode
Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled Learning
Chengming Xu, Chen Liu, Siqian Yang, Yabiao Wang, Shijie Zhang, Lijie Jia, Yanwei Fu
ACM MM, 2022
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The Image Local Autoregressive Transformer
Chenjie Cao, Yuxin Hong, Xiang Li, Chengrong Wang, Chengming Xu, Yanwei Fu, Xiangyang Xue
NeurIPS, 2021
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Learning Salient Boundary Feature for Anchor-free Temporal Action Localization
Chuming Lin*, Chengming Xu*, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu
CVPR, 2021
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Learning Dynamic Alignment via Meta-filter for Few-shot Learning
Chengming Xu, Chen Liu, Li Zhang, Jilin Li, Feiyue Huang, Changjie Wang, Yanwei Fu, Xiangyang Xue
CVPR, 2021
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Learning a Few-shot Embedding Model by Contrastive Learning
Chen Liu*, Li Zhang*, Chengming Xu, Siqian Yang, Yanwei Fu, Jilin Li, Chengjie Wang
AAAI, 2021
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Pose-Guided Person Image Synthesis in the Non-Iconic Views
Chengming Xu, Yanwei Fu, Chao Wen, Ye Pan, Yu-Gang Jiang, Xiangyang Xue
IEEE TIP, 2020
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An Embarrassingly Simple Baseline to One-Shot Learning
Chen Liu*, Chengming Xu*, Yikai Wang, Li Zhang, Yanwei Fu
CVPRW, 2020
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Instance Credibility Inference for Few-Shot Learning
Yikai Wang, Chengming Xu, Chen Liu, Li Zhang, Yanwei Fu
CVPR, 2020
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Learning to Score Figure Skating Sport Videos
Chengming Xu, Yanwei Fu, Bing Zhang, Zitian Chen, Yu-Gang Jiang, Xiangyang Xue
IEEE TCSVT, 2019
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