Kunchang Li

68 papers A* 15A 3Journal 44Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Super encoding network: Recursive association of multi-modal encoders for video understanding.
Pattern Recognit.
Boyu Chen, Siran Chen, Kunchang Li, Qinglin Xu, Yu Qiao, Yali Wang
2026 J jnl
UniGRPO: Unified Policy Optimization for Reasoning-Driven Visual Generation.
CoRR
Jie Liu, Zilyu Ye, Linxiao Yuan, Shenhan Zhu, Yu Gao, Jie Wu, Kunchang Li, Xionghui Wang, Xiaonan Nie, Weilin Huang, Wanli Ouyang
2025 A* conf
Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel.
ICLR
Zun Wang, Jialu Li, Yicong Hong, Songze Li, Kunchang Li, Shoubin Yu, Yi Wang, Yu Qiao, Yali Wang, Mohit Bansal, Limin Wang
2025 J jnl
Make Your Training Flexible: Towards Deployment-Efficient Video Models.
CoRR
Chenting Wang, Kunchang Li, Tianxiang Jiang, Xiangyu Zeng, Yi Wang, Limin Wang
2025 A* conf
Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration.
AAAI
Yanbo Ding, Shaobin Zhuang, Kunchang Li, Zhengrong Yue, Yu Qiao, Yali Wang
2025 J jnl
Percept, Chat, Adapt: Knowledge transfer of foundation models for open-world video recognition.
Pattern Recognit.
Boyu Chen, Siran Chen, Kunchang Li, Qinglin Xu, Yu Qiao, Yali Wang
2025 J jnl
Super Encoding Network: Recursive Association of Multi-Modal Encoders for Video Understanding.
CoRR
Boyu Chen, Siran Chen, Kunchang Li, Qinglin Xu, Yu Qiao, Yali Wang
2025 A* conf
Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment.
CVPR
Ziang Yan, Zhilin Li, Yinan He, Chenting Wang, Kunchang Li, Xinhao Li, Xiangyu Zeng, Zilei Wang, Yali Wang, Yu Qiao, Limin Wang, Yi Wang
2025 A* conf
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision.
ICML
Shaobin Zhuang, Yiwei Guo, Yanbo Ding, Kunchang Li, Xinyuan Chen, Yaohui Wang, Fangyikang Wang, Ying Zhang, Chen Li, Yali Wang
2025 J jnl
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision.
CoRR
Shaobin Zhuang, Yiwei Guo, Yanbo Ding, Kunchang Li, Xinyuan Chen, Yaohui Wang, Fangyikang Wang, Ying Zhang, Chen Li, Yali Wang
2025 A* conf
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning.
ICLR
Xiangyu Zeng, Kunchang Li, Chenting Wang, Xinhao Li, Tianxiang Jiang, Ziang Yan, Songze Li, Yansong Shi, Zhengrong Yue, Yi Wang, Yali Wang, Yu Qiao, Limin Wang
2025 A* conf
V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents.
CVPR
Zhengrong Yue, Shaobin Zhuang, Kunchang Li, Yanbo Ding, Yali Wang
2025 J jnl
V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents.
CoRR
Zhengrong Yue, Shaobin Zhuang, Kunchang Li, Yanbo Ding, Yali Wang
2025 J jnl
VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling.
CoRR
Xinhao Li, Yi Wang, Jiashuo Yu, Xiangyu Zeng, Yuhan Zhu, Haian Huang, Jianfei Gao, Kunchang Li, Yinan He, Chenting Wang, Yu Qiao, Yali Wang, Limin Wang
2025 J jnl
VideoChat: chat-centric video understanding.
Sci. China Inf. Sci.
Kunchang Li, Yinan He, Yi Wang, Yizhuo Li, Wenhai Wang, Ping Luo, Yali Wang, Limin Wang, Yu Qiao
2024 J jnl
Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel.
CoRR
Zun Wang, Jialu Li, Yicong Hong, Songze Li, Kunchang Li, Shoubin Yu, Yi Wang, Yu Qiao, Yali Wang, Mohit Bansal, Limin Wang
2024 J jnl
From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities.
CoRR
Chaochao Lu, Chen Qian, Guodong Zheng, Hongxing Fan, Hongzhi Gao, Jie Zhang, Jing Shao, Jingyi Deng, Jinlan Fu, Kexin Huang, Kunchang Li, Lijun Li, Limin Wang, Lu Sheng, Meiqi Chen, Ming Zhang, Qibing Ren, Sirui Chen, Tao Gui, Wanli Ouyang, Yali Wang, Yan Teng, Yaru Wang, Yi Wang, Yinan He, Yingchun Wang, Yixu Wang, Yongting Zhang, Yu Qiao, Yujiong Shen, Yurong Mou, Yuxi Chen, Zaibin Zhang, Zhelun Shi, Zhenfei Yin, Zhipin Wang
2024 A* conf
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation.
ICLR
Yi Wang, Yinan He, Yizhuo Li, Kunchang Li, Jiashuo Yu, Xin Ma, Xinhao Li, Guo Chen, Xinyuan Chen, Yaohui Wang, Ping Luo, Ziwei Liu, Yali Wang, Limin Wang, Yu Qiao
2024 — conf
InternVideo2: Scaling Foundation Models for Multimodal Video Understanding.
ECCV (85)
Yi Wang, Kunchang Li, Xinhao Li, Jiashuo Yu, Yinan He, Guo Chen, Baoqi Pei, Rongkun Zheng, Zun Wang, Yansong Shi, Tianxiang Jiang, Songze Li, Jilan Xu, Hongjie Zhang, Yifei Huang, Yu Qiao, Yali Wang, Limin Wang
2024 J jnl
InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding.
CoRR
Yi Wang, Kunchang Li, Xinhao Li, Jiashuo Yu, Yinan He, Guo Chen, Baoqi Pei, Rongkun Zheng, Jilan Xu, Zun Wang, Yansong Shi, Tianxiang Jiang, Songze Li, Hongjie Zhang, Yifei Huang, Yu Qiao, Yali Wang, Limin Wang
2024 J jnl
MUSES: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration.
CoRR
Yanbo Ding, Shaobin Zhuang, Kunchang Li, Zhengrong Yue, Yu Qiao, Yali Wang
2024 A* conf
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark.
CVPR
Kunchang Li, Yali Wang, Yinan He, Yizhuo Li, Yi Wang, Yi Liu, Zun Wang, Jilan Xu, Guo Chen, Ping Lou, Limin Wang, Yu Qiao
2024 J jnl
Percept, Chat, and then Adapt: Multimodal Knowledge Transfer of Foundation Models for Open-World Video Recognition.
CoRR
Boyu Chen, Siran Chen, Kunchang Li, Qinglin Xu, Yu Qiao, Yali Wang
2024 J jnl
Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment.
CoRR
Ziang Yan, Zhilin Li, Yinan He, Chenting Wang, Kunchang Li, Xinhao Li, Xiangyu Zeng, Zilei Wang, Yali Wang, Yu Qiao, Limin Wang, Yi Wang
2024 J jnl
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning.
CoRR
Xiangyu Zeng, Kunchang Li, Chenting Wang, Xinhao Li, Tianxiang Jiang, Ziang Yan, Songze Li, Yansong Shi, Zhengrong Yue, Yi Wang, Yali Wang, Yu Qiao, Limin Wang
2024 A* conf
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration.
NeurIPS
Yiwei Guo, Shaobin Zhuang, Kunchang Li, Yu Qiao, Yali Wang
2024 J jnl
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration.
CoRR
Yiwei Guo, Shaobin Zhuang, Kunchang Li, Yu Qiao, Yali Wang
2024 J jnl
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding.
CoRR
Guo Chen, Yifei Huang, Jilan Xu, Baoqi Pei, Zhe Chen, Zhiqi Li, Jiahao Wang, Kunchang Li, Tong Lu, Limin Wang
2024 J jnl
VideoEval: Comprehensive Benchmark Suite for Low-Cost Evaluation of Video Foundation Model.
CoRR
Xinhao Li, Zhenpeng Huang, Jing Wang, Kunchang Li, Limin Wang
2024 — conf
VideoMamba: State Space Model for Efficient Video Understanding.
ECCV (26)
Kunchang Li, Xinhao Li, Yi Wang, Yinan He, Yali Wang, Limin Wang, Yu Qiao
2024 J jnl
VideoMamba: State Space Model for Efficient Video Understanding.
CoRR
Kunchang Li, Xinhao Li, Yi Wang, Yinan He, Yali Wang, Limin Wang, Yu Qiao
2024 A* conf
Vlogger: Make Your Dream A Vlog.
CVPR
Shaobin Zhuang, Kunchang Li, Xinyuan Chen, Yaohui Wang, Ziwei Liu, Yu Qiao, Yali Wang
2024 J jnl
Vlogger: Make Your Dream A Vlog.
CoRR
Shaobin Zhuang, Kunchang Li, Xinyuan Chen, Yaohui Wang, Ziwei Liu, Yu Qiao, Yali Wang
2023 J jnl
A Progressive Difference Method for Capturing Visual Tempos on Action Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Xiaoxiao Sheng, Kunchang Li, Zhiqiang Shen, Gang Xiao
2023 J jnl
Harvest Video Foundation Models via Efficient Post-Pretraining.
CoRR
Yizhuo Li, Kunchang Li, Yinan He, Yi Wang, Yali Wang, Limin Wang, Yu Qiao, Ping Luo
2023 J jnl
Hybrid token transformer for deep face recognition.
Pattern Recognit.
Weicong Su, Yali Wang, Kunchang Li, Peng Gao, Yu Qiao
2023 J jnl
InternGPT: Solving Vision-Centric Tasks by Interacting with Chatbots Beyond Language.
CoRR
Zhaoyang Liu, Yinan He, Wenhai Wang, Weiyun Wang, Yi Wang, Shoufa Chen, Qinglong Zhang, Zeqiang Lai, Yang Yang, Qingyun Li, Jiashuo Yu, Kunchang Li, Zhe Chen, Xue Yang, Xizhou Zhu, Yali Wang, Limin Wang, Ping Luo, Jifeng Dai, Yu Qiao
2023 J jnl
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation.
CoRR
Yi Wang, Yinan He, Yizhuo Li, Kunchang Li, Jiashuo Yu, Xin Ma, Xinyuan Chen, Yaohui Wang, Ping Luo, Ziwei Liu, Yali Wang, Limin Wang, Yu Qiao
2023 J jnl
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark.
CoRR
Kunchang Li, Yali Wang, Yinan He, Yizhuo Li, Yi Wang, Yi Liu, Zun Wang, Jilan Xu, Guo Chen, Ping Luo, Limin Wang, Yu Qiao
2023 J jnl
UniFormer: Unifying Convolution and Self-Attention for Visual Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Kunchang Li, Yali Wang, Junhao Zhang, Peng Gao, Guanglu Song, Yu Liu, Hongsheng Li, Yu Qiao
2023 A* conf
UniFormerV2: Unlocking the Potential of Image ViTs for Video Understanding.
ICCV
Kunchang Li, Yali Wang, Yinan He, Yizhuo Li, Yi Wang, Limin Wang, Yu Qiao
2023 A* conf
Unmasked Teacher: Towards Training-Efficient Video Foundation Models.
ICCV
Kunchang Li, Yali Wang, Yizhuo Li, Yi Wang, Yinan He, Limin Wang, Yu Qiao
2023 J jnl
Unmasked Teacher: Towards Training-Efficient Video Foundation Models.
CoRR
Kunchang Li, Yali Wang, Yizhuo Li, Yi Wang, Yinan He, Limin Wang, Yu Qiao
2023 J jnl
VideoChat: Chat-Centric Video Understanding.
CoRR
Kunchang Li, Yinan He, Yi Wang, Yizhuo Li, Wenhai Wang, Ping Luo, Yali Wang, Limin Wang, Yu Qiao
2022 J jnl
Illumination Adaptive Transformer.
CoRR
Ziteng Cui, Kunchang Li, Lin Gu, Shenghan Su, Peng Gao, Zhengkai Jiang, Yu Qiao, Tatsuya Harada
2022 J jnl
InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges.
CoRR
Guo Chen, Sen Xing, Zhe Chen, Yi Wang, Kunchang Li, Yizhuo Li, Yi Liu, Jiahao Wang, Yin-Dong Zheng, Bingkun Huang, Zhiyu Zhao, Junting Pan, Yifei Huang, Zun Wang, Jiashuo Yu, Yinan He, Hongjie Zhang, Tong Lu, Yali Wang, Limin Wang, Yu Qiao
2022 J jnl
InternVideo: General Video Foundation Models via Generative and Discriminative Learning.
CoRR
Yi Wang, Kunchang Li, Yizhuo Li, Yinan He, Bingkun Huang, Zhiyu Zhao, Hongjie Zhang, Jilan Xu, Yi Liu, Zun Wang, Sen Xing, Guo Chen, Junting Pan, Jiashuo Yu, Yali Wang, Limin Wang, Yu Qiao
2022 — conf
MVP: Robust Multi-View Practice for Driving Action Localization.
ICISCAE
Jingjie Shang, Jian Cao, Kunchang Li, Kaibin Tian, Xing Zhang
2022 J jnl
MVP: Robust Multi-View Practice for Driving Action Localization.
CoRR
Jingjie Shang, Kunchang Li, Kaibin Tian, Haisheng Su, Yangguang Li
2022 — conf
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning.
ECCV (35)
David Junhao Zhang, Kunchang Li, Yali Wang, Yunpeng Chen, Shashwat Chandra, Yu Qiao, Luoqi Liu, Mike Zheng Shou
2022 A* conf
PointCLIP: Point Cloud Understanding by CLIP.
CVPR
Renrui Zhang, Ziyu Guo, Wei Zhang, Kunchang Li, Xupeng Miao, Bin Cui, Yu Qiao, Peng Gao, Hongsheng Li
2022 A conf
Pose-guided Generative Adversarial Net for Novel View Action Synthesis.
WACV
Xianhang Li, Junhao Zhang, Kunchang Li, Shruti Vyas, Yogesh Singh Rawat
2022 — conf
Self-slimmed Vision Transformer.
ECCV (11)
Zhuofan Zong, Kunchang Li, Guanglu Song, Yali Wang, Yu Qiao, Biao Leng, Yu Liu
2022 — conf
Tip-Adapter: Training-Free Adaption of CLIP for Few-Shot Classification.
ECCV (35)
Renrui Zhang, Wei Zhang, Rongyao Fang, Peng Gao, Kunchang Li, Jifeng Dai, Yu Qiao, Hongsheng Li
2022 J jnl
Tip-Adapter: Training-free Adaption of CLIP for Few-shot Classification.
CoRR
Renrui Zhang, Zhang Wei, Rongyao Fang, Peng Gao, Kunchang Li, Jifeng Dai, Yu Qiao, Hongsheng Li
2022 A* conf
UniFormer: Unified Transformer for Efficient Spatial-Temporal Representation Learning.
ICLR
Kunchang Li, Yali Wang, Peng Gao, Guanglu Song, Yu Liu, Hongsheng Li, Yu Qiao
2022 J jnl
UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning.
CoRR
Kunchang Li, Yali Wang, Peng Gao, Guanglu Song, Yu Liu, Hongsheng Li, Yu Qiao
2022 J jnl
UniFormer: Unifying Convolution and Self-attention for Visual Recognition.
CoRR
Kunchang Li, Yali Wang, Junhao Zhang, Peng Gao, Guanglu Song, Yu Liu, Hongsheng Li, Yu Qiao
2022 J jnl
UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer.
CoRR
Kunchang Li, Yali Wang, Yinan He, Yizhuo Li, Yi Wang, Limin Wang, Yu Qiao
2022 A conf
You Only Need 90K Parameters to Adapt Light: a Light Weight Transformer for Image Enhancement and Exposure Correction.
BMVC
Ziteng Cui, Kunchang Li, Lin Gu, Shenghan Su, Peng Gao, Zhengkai Jiang, Yu Qiao, Tatsuya Harada
2021 A* conf
CT-Net: Channel Tensorization Network for Video Classification.
ICLR
Kunchang Li, Xianhang Li, Yali Wang, Jun Wang, Yu Qiao
2021 J jnl
CT-Net: Channel Tensorization Network for Video Classification.
CoRR
Kunchang Li, Xianhang Li, Yali Wang, Jun Wang, Yu Qiao
2021 A conf
End-to-End Object Detection with Adaptive Clustering Transformer.
BMVC
Minghang Zheng, Peng Gao, Renrui Zhang, Kunchang Li, Hongsheng Li, Hao Dong
2021 J jnl
MorphMLP: A Self-Attention Free, MLP-Like Backbone for Image and Video.
CoRR
David Junhao Zhang, Kunchang Li, Yunpeng Chen, Yali Wang, Shashwat Chandra, Yu Qiao, Luoqi Liu, Mike Zheng Shou
2021 J jnl
PointCLIP: Point Cloud Understanding by CLIP.
CoRR
Renrui Zhang, Ziyu Guo, Wei Zhang, Kunchang Li, Xupeng Miao, Bin Cui, Yu Qiao, Peng Gao, Hongsheng Li
2021 J jnl
Pose-guided Generative Adversarial Net for Novel View Action Synthesis.
CoRR
Xianhang Li, Junhao Zhang, Kunchang Li, Shruti Vyas, Yogesh S. Rawat
2021 J jnl
Self-slimmed Vision Transformer.
CoRR
Zhuofan Zong, Kunchang Li, Guanglu Song, Yali Wang, Yu Qiao, Biao Leng, Yu Liu
2021 J jnl
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling.
CoRR
Renrui Zhang, Rongyao Fang, Wei Zhang, Peng Gao, Kunchang Li, Jifeng Dai, Yu Qiao, Hongsheng Li