Animate Any Character in Any World
Yitong Wang, Fangyun Wei, Hongyang Zhang, Bo Dai, Yan Lu
December 2025
Fangyun Wei
Senior Research SDE
출판물
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Spatia: Video Generation with Updatable Spatial Memory
Jinjing Zhao, Fangyun Wei, Zhening Liu, Hongyang Zhang, Chang Xu, Yan Lu
December 2025
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RoboSeer: Video Generators Can Be Generalizable Robot Manipulators
Yichao Shen, Fangyun Wei, Zhiying Du, Yaobo Liang, Yan Lu, Jiaolong Yang, Nanning Zheng, Baining Guo
NeurIPS 2025 | October 2025
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EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test
Yuhui Li, Fangyun Wei, Chao Zhang, Hongyang Zhang
NeurIPS 2025 | March 2025
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UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
Wenbo Wang, Fangyun Wei, Lei Zhou, Xi Chen, Lin Luo, Xiaohan Yi, Yizhong Zhang, Yaobo Liang, Chang Xu, Yan Lu, Jiaolong Yang, Baining Guo
CVPR 2025 | December 2024
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CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
November 2024
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LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei
2024 Empirical Methods in Natural Language Processing | November 2024
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A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era
October 2024
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Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99%
October 2024
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Rethinking Generative Large Language Model Evaluation for Semantic Comprehension
Fangyun Wei, Xi Chen, Linzi Luo
ICML 2024 | March 2024
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AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls
Yu Du, Fangyun Wei, Hongyang Zhang
ICML 2024 | February 2024
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EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty
Yuhui Li, Fangyun Wei, Chao Zhang, Hongyang Zhang, Fangyun Wei
ICML 2024 | January 2024
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RAIN: Your Language Models Can Align Themselves without Finetuning
Yuhui Li, Fangyun Wei, Jinjing Zhao, Chao Zhang, Hongyang Zhang
ICLR 2024 | September 2023
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CiCo: Domain-Aware Sign Language Retrieval via Cross-Lingual Contrastive Learning
Yiting Cheng, Fangyun Wei, Jianmin Bao, Dong Chen, Wenqiang Zhang
CVPR 2023 | June 2023
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Iterative Proposal Refinement for Weakly-Supervised Video Grounding
Meng Cao, Fangyun Wei, Can Xu, Xiubo Geng, Long Cheng, Can Zhang, Yuexian Zou, Tao Shen, Daxin Jiang (姜大昕)
CVPR 2023 | June 2023
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Natural Language-Assisted Sign Language Recognition
Ronglai Zuo, Fangyun Wei, Brian Mak
CVPR 2023 | June 2023
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Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin
2022 Computer Vision and Pattern Recognition | April 2022
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Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning
Minghao Chen, Fangyun Wei, Chong Li, Deng Cai
2022 Computer Vision and Pattern Recognition | March 2022
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A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
2022 Computer Vision and Pattern Recognition | March 2022
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Animate Any Character in Any World
Yitong Wang, Fangyun Wei, Hongyang Zhang, Bo Dai, Yan Lu
December 2025
-
Spatia: Video Generation with Updatable Spatial Memory
Jinjing Zhao, Fangyun Wei, Zhening Liu, Hongyang Zhang, Chang Xu, Yan Lu
December 2025
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UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
Wenbo Wang, Fangyun Wei, Lei Zhou, Xi Chen, Lin Luo, Xiaohan Yi, Yizhong Zhang, Yaobo Liang, Chang Xu, Yan Lu, Jiaolong Yang, Baining Guo
CVPR 2025 | December 2024
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CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
November 2024
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CiCo: Domain-Aware Sign Language Retrieval via Cross-Lingual Contrastive Learning
Yiting Cheng, Fangyun Wei, Jianmin Bao, Dong Chen, Wenqiang Zhang
CVPR 2023 | June 2023
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Natural Language-Assisted Sign Language Recognition
Ronglai Zuo, Fangyun Wei, Brian Mak
CVPR 2023 | June 2023
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Iterative Proposal Refinement for Weakly-Supervised Video Grounding
Meng Cao, Fangyun Wei, Can Xu, Xiubo Geng, Long Cheng, Can Zhang, Yuexian Zou, Tao Shen, Daxin Jiang (姜大昕)
CVPR 2023 | June 2023
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Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin
2022 Computer Vision and Pattern Recognition | April 2022
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Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning
Minghao Chen, Fangyun Wei, Chong Li, Deng Cai
2022 Computer Vision and Pattern Recognition | March 2022
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A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
2022 Computer Vision and Pattern Recognition | March 2022
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RoboSeer: Video Generators Can Be Generalizable Robot Manipulators
Yichao Shen, Fangyun Wei, Zhiying Du, Yaobo Liang, Yan Lu, Jiaolong Yang, Nanning Zheng, Baining Guo
NeurIPS 2025 | October 2025
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EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test
Yuhui Li, Fangyun Wei, Chao Zhang, Hongyang Zhang
NeurIPS 2025 | March 2025
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UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
Wenbo Wang, Fangyun Wei, Lei Zhou, Xi Chen, Lin Luo, Xiaohan Yi, Yizhong Zhang, Yaobo Liang, Chang Xu, Yan Lu, Jiaolong Yang, Baining Guo
CVPR 2025 | December 2024
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CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
November 2024
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LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei
2024 Empirical Methods in Natural Language Processing | November 2024
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Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99%
October 2024
-
A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era
October 2024
-
Rethinking Generative Large Language Model Evaluation for Semantic Comprehension
Fangyun Wei, Xi Chen, Linzi Luo
ICML 2024 | March 2024
-
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls
Yu Du, Fangyun Wei, Hongyang Zhang
ICML 2024 | February 2024
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EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty
Yuhui Li, Fangyun Wei, Chao Zhang, Hongyang Zhang, Fangyun Wei
ICML 2024 | January 2024
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RAIN: Your Language Models Can Align Themselves without Finetuning
Yuhui Li, Fangyun Wei, Jinjing Zhao, Chao Zhang, Hongyang Zhang
ICLR 2024 | September 2023
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UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
Wenbo Wang, Fangyun Wei, Lei Zhou, Xi Chen, Lin Luo, Xiaohan Yi, Yizhong Zhang, Yaobo Liang, Chang Xu, Yan Lu, Jiaolong Yang, Baining Guo
CVPR 2025 | December 2024
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CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
November 2024
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Animate Any Character in Any World
Yitong Wang, Fangyun Wei, Hongyang Zhang, Bo Dai, Yan Lu
December 2025
-
Spatia: Video Generation with Updatable Spatial Memory
Jinjing Zhao, Fangyun Wei, Zhening Liu, Hongyang Zhang, Chang Xu, Yan Lu
December 2025
-
CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
November 2024
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RoboSeer: Video Generators Can Be Generalizable Robot Manipulators
Yichao Shen, Fangyun Wei, Zhiying Du, Yaobo Liang, Yan Lu, Jiaolong Yang, Nanning Zheng, Baining Guo
NeurIPS 2025 | October 2025
-
EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test
Yuhui Li, Fangyun Wei, Chao Zhang, Hongyang Zhang
NeurIPS 2025 | March 2025
-
UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
Wenbo Wang, Fangyun Wei, Lei Zhou, Xi Chen, Lin Luo, Xiaohan Yi, Yizhong Zhang, Yaobo Liang, Chang Xu, Yan Lu, Jiaolong Yang, Baining Guo
CVPR 2025 | December 2024
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LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei
2024 Empirical Methods in Natural Language Processing | November 2024
-
Rethinking Generative Large Language Model Evaluation for Semantic Comprehension
Fangyun Wei, Xi Chen, Linzi Luo
ICML 2024 | March 2024
-
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls
Yu Du, Fangyun Wei, Hongyang Zhang
ICML 2024 | February 2024
-
EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty
Yuhui Li, Fangyun Wei, Chao Zhang, Hongyang Zhang, Fangyun Wei
ICML 2024 | January 2024
-
RAIN: Your Language Models Can Align Themselves without Finetuning
Yuhui Li, Fangyun Wei, Jinjing Zhao, Chao Zhang, Hongyang Zhang
ICLR 2024 | September 2023
-
CiCo: Domain-Aware Sign Language Retrieval via Cross-Lingual Contrastive Learning
Yiting Cheng, Fangyun Wei, Jianmin Bao, Dong Chen, Wenqiang Zhang
CVPR 2023 | June 2023
-
Natural Language-Assisted Sign Language Recognition
Ronglai Zuo, Fangyun Wei, Brian Mak
CVPR 2023 | June 2023
-
Iterative Proposal Refinement for Weakly-Supervised Video Grounding
Meng Cao, Fangyun Wei, Can Xu, Xiubo Geng, Long Cheng, Can Zhang, Yuexian Zou, Tao Shen, Daxin Jiang (姜大昕)
CVPR 2023 | June 2023
-
Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin
2022 Computer Vision and Pattern Recognition | April 2022
-
Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning
Minghao Chen, Fangyun Wei, Chong Li, Deng Cai
2022 Computer Vision and Pattern Recognition | March 2022
-
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
2022 Computer Vision and Pattern Recognition | March 2022
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