Human action recognition with DeepAction Kernel Gaussian Process. - Yali Wang 001; Lin Li; Yu Qiao 001 (ICARM, 2016)

Codebook enhancement of vlad representation for visual recognition. - Zhe Wang 013; Yali Wang 001; Limin Wang 002; Yu Qiao 001 (ICASSP, 2016)

KNN-based Kalman filter: An efficient and non-stationary method for Gaussian process regression. - Yali Wang 001; Brahim Chaib-draa (Knowl. Based Syst., 2016)

Sparse Deep Transfer Learning for Convolutional Neural Network. - Jiaming Liu; Yali Wang 001; Yu Qiao 001 (AAAI, 2017)

RPAN: An End-to-End Recurrent Pose-Attention Network for Action Recognition in Videos. - Wenbin Du; Yali Wang 001; Yu Qiao 001 (ICCV, 2017)

An online Bayesian filtering framework for Gaussian process regression: Application to global surface temperature analysis. - Yali Wang 001; Brahim Chaib-draa (Expert Syst. Appl., 2017)

Bayesian inference for time-varying applications: Particle-based Gaussian process approaches. - Yali Wang 001; Brahim Chaib-draa (Neurocomputing, 2017)

Weakly Supervised PatchNets: Describing and Aggregating Local Patches for Scene Recognition. - Zhe Wang 013; Limin Wang 002; Yali Wang 001; Bowen Zhang 002; Yu Qiao 001 (IEEE Trans. Image Process., 2017)

LSTD: A Low-Shot Transfer Detector for Object Detection. - Hao Chen 066; Yali Wang 001; Guoyou Wang; Yu Qiao 001 (AAAI, 2018)

Temporal Hallucinating for Action Recognition With Few Still Images. - Yali Wang 001; Lei Zhou 003; Yu Qiao 001 (CVPR, 2018)

WildFish: A Large Benchmark for Fish Recognition in the Wild. - Peiqin Zhuang; Yali Wang 001; Yu Qiao 001 (ACM Multimedia, 2018)

Recurrent Spatial-Temporal Attention Network for Action Recognition in Videos. - Wenbin Du; Yali Wang 001; Yu Qiao 001 (IEEE Trans. Image Process., 2018)

Adaptive Pyramid Context Network for Semantic Segmentation. - Junjun He; Zhongying Deng; Lei Zhou 003; Yali Wang 001; Yu Qiao 001 (CVPR, 2019)

PA3D: Pose-Action 3D Machine for Video Recognition. - An Yan 003; Yali Wang 001; Zhifeng Li 001; Yu Qiao 001 (CVPR, 2019)

MetaCleaner: Learning to Hallucinate Clean Representations for Noisy-Labeled Visual Recognition. - Weihe Zhang; Yali Wang 001; Yu Qiao 001 (CVPR, 2019)

Dual-supervised attention network for deep cross-modal hashing. - Hanyu Peng; Junjun He; Shifeng Chen; Yali Wang 001; Yu Qiao 001 (Pattern Recognit. Lett., 2019)

Context-Transformer: Tackling Object Confusion for Few-Shot Detection. - Ze Yang 002; Yali Wang 001; Xianyu Chen; Jianzhuang Liu; Yu Qiao 001 (AAAI, 2020)

Learning Attentive Pairwise Interaction for Fine-Grained Classification. - Peiqin Zhuang; Yali Wang 001; Yu Qiao 001 (AAAI, 2020)

SmallBigNet: Integrating Core and Contextual Views for Video Classification. - Xianhang Li; Yali Wang 001; Zhipeng Zhou; Yu Qiao 001 (CVPR, 2020)

Mining Inter-Video Proposal Relations for Video Object Detection. - Mingfei Han 002; Yali Wang 001; Xiaojun Chang; Yu Qiao 001 (ECCV (21), 2020)

Finding hard faces with better proposals and classifier. - Xiaoxing Zeng; Xiaojiang Peng; Yali Wang 001; Yu Qiao 001 (Mach. Vis. Appl., 2020)

DID: Disentangling-Imprinting-Distilling for Continuous Low-Shot Detection. - Xianyu Chen; Yali Wang 001; Jianzhuang Liu; Yu Qiao 001 (IEEE Trans. Image Process., 2020)

Progressive Object Transfer Detection. - Hao Chen 066; Yali Wang 001; Guoyou Wang; Xiang Bai; Yu Qiao 001 (IEEE Trans. Image Process., 2020)

PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos. - Tianyu Luan; Yali Wang 001; Junhao Zhang; Zhe Wang 013; Zhipeng Zhou; Yu Qiao 001 (AAAI, 2021)

Digging into Uncertainty in Self-supervised Multi-view Stereo. - Hongbin Xu; Zhipeng Zhou; Yali Wang 001; Wenxiong Kang; Baigui Sun; Hao Li 030; Yu Qiao 001 (ICCV, 2021)

CT-Net: Channel Tensorization Network for Video Classification. - Kunchang Li 002; Xianhang Li; Yali Wang 001; Jun Wang; Yu Qiao 001 (ICLR, 2021)

FineAction: A Fined Video Dataset for Temporal Action Localization. - Yi Liu 081; Limin Wang 002; Xiao Ma 026; Yali Wang 001; Yu Qiao 001 (CoRR, 2021)

MorphMLP: A Self-Attention Free, MLP-Like Backbone for Image and Video. - David Junhao Zhang; Kunchang Li 002; Yunpeng Chen; Yali Wang 001; Shashwat Chandra; Yu Qiao 001; Luoqi Liu; Mike Zheng Shou (CoRR, 2021)

Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results. - Liang Pan; Tong Wu; Zhongang Cai; Ziwei Liu 002; Xumin Yu; Yongming Rao; Jiwen Lu; Jie Zhou 001; Mingye Xu; Xiaoyuan Luo; Kexue Fu 001; Peng Gao 007; et al. (CoRR, 2021)

Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos. - Junhao Zhang; Yali Wang 001; Zhipeng Zhou; Tianyu Luan; Zhe Wang 013; Yu Qiao 001 (IEEE Trans. Image Process., 2021)

Wildfish++: A Comprehensive Fish Benchmark for Multimedia Research. - Peiqin Zhuang; Yali Wang 001; Yu Qiao 001 (IEEE Trans. Multim., 2021)

Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition. - Mingfei Han 002; David Junhao Zhang; Yali Wang 001; Rui Yan; Lina Yao 001; Xiaojun Chang; Yu Qiao 001 (CVPR, 2022)

Cross Domain Object Detection by Target-Perceived Dual Branch Distillation. - Mengzhe He; Yali Wang 001; Jiaxi Wu; Yiru Wang; Hanqing Li; Bo Li 114; Weihao Gan; Wei Wu 021; Yu Qiao 001 (CVPR, 2022)

Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection. - Jiaxi Wu; Jiaxin Chen 002; Mengzhe He; Yiru Wang; Bo Li 114; Bingqi Ma; Weihao Gan; Wei Wu 021; Yali Wang 001; Di Huang 001 (CVPR, 2022)

MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning. - David Junhao Zhang; Kunchang Li 002; Yali Wang 001; Yunpeng Chen; Shashwat Chandra; Yu Qiao 001; Luoqi Liu; Mike Zheng Shou (ECCV (35), 2022)

Self-slimmed Vision Transformer. - Zhuofan Zong; Kunchang Li 002; Guanglu Song; Yali Wang 001; Yu Qiao 001; Biao Leng; Yu Liu 015 (ECCV (11), 2022)

UniFormer: Unified Transformer for Efficient Spatial-Temporal Representation Learning. - Kunchang Li 002; Yali Wang 001; Peng Gao 007; Guanglu Song; Yu Liu 015; Hongsheng Li 001; Yu Qiao 001 (ICLR, 2022)

VideoPipe 2022 Challenge: Real-World Video Understanding for Urban Pipe Inspection. - Yi Liu 081; Xuan Zhang; Ying Li; Guixin Liang; Yabing Jiang; Lixia Qiu; Haiping Tang; Fei Xie; Wei Yao 017; Yi Dai; Yu Qiao 001; Yali Wang 001 (ICPR, 2022)

Visual Knowledge Graph for Human Action Reasoning in Videos. - Yue Ma; Yali Wang 001; Yue Wu 013; Ziyu Lyu; Siran Chen; Xiu Li 001; Yu Qiao 001 (ACM Multimedia, 2022)

UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning. - Kunchang Li 002; Yali Wang 001; Peng Gao 007; Guanglu Song; Yu Liu 015; Hongsheng Li 001; Yu Qiao 001 (CoRR, 2022)

CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm. - Mingye Xu; Yali Wang 001; Yihao Liu 001; Yu Qiao 001 (CoRR, 2022)

Low-Resolution Action Recognition for Tiny Actions Challenge. - Boyu Chen; Yu Qiao 001; Yali Wang 001 (CoRR, 2022)

InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges. - Guo Chen 006; Sen Xing; Zhe Chen 017; Yi Wang 074; Kunchang Li 002; Yizhuo Li 001; Yi Liu 081; Jiahao Wang; Yin-Dong Zheng; Bingkun Huang; Zhiyu Zhao; Junting Pan; et al. (CoRR, 2022)

UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer. - Kunchang Li 002; Yali Wang 001; Yinan He; Yizhuo Li 001; Yi Wang 074; Limin Wang 002; Yu Qiao 001 (CoRR, 2022)

InternVideo: General Video Foundation Models via Generative and Discriminative Learning. - Yi Wang 074; Kunchang Li 002; Yizhuo Li 001; Yinan He; Bingkun Huang; Zhiyu Zhao; Hongjie Zhang 002; Jilan Xu; Yi Liu 081; Zun Wang; Sen Xing; Guo Chen 006; et al. (CoRR, 2022)

FineAction: A Fine-Grained Video Dataset for Temporal Action Localization. - Yi Liu 081; Limin Wang 002; Yali Wang 001; Xiao Ma 026; Yu Qiao 001 (IEEE Trans. Image Process., 2022)

Action Recognition With Motion Diversification and Dynamic Selection. - Peiqin Zhuang; Yu Guo; Zhipeng Yu; Luping Zhou; Lei Bai 001; Ding Liang; Zhiyong Wang 001; Yali Wang 001; Wanli Ouyang (IEEE Trans. Image Process., 2022)

VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking. - Limin Wang 002; Bingkun Huang; Zhiyu Zhao; Zhan Tong; Yinan He; Yi Wang 074; Yali Wang 001; Yu Qiao 001 (CVPR, 2023)

MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency. - Mingye Xu; Mutian Xu; Tong He 001; Wanli Ouyang; Yali Wang 001; Xiaoguang Han 001; Yu Qiao 001 (CVPR, 2023)

Starting from Non-Parametric Networks for 3D Point Cloud Analysis. - Renrui Zhang; Liuhui Wang; Yali Wang 001; Peng Gao 007; Hongsheng Li 001; Jianbo Shi (CVPR, 2023)

HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation. - Mingfei Han 002; Yali Wang 001; Zhihui Li 001; Lina Yao 001; Xiaojun Chang; Yu Qiao 001 (ICCV, 2023)

Unmasked Teacher: Towards Training-Efficient Video Foundation Models. - Kunchang Li 002; Yali Wang 001; Yizhuo Li 001; Yi Wang 074; Yinan He; Limin Wang 002; Yu Qiao 001 (ICCV, 2023)

UniFormerV2: Unlocking the Potential of Image ViTs for Video Understanding. - Kunchang Li 002; Yali Wang 001; Yinan He; Yizhuo Li 001; Yi Wang 074; Limin Wang 002; Yu Qiao 001 (ICCV, 2023)

Learning Discriminative Feature Representation for Open Set Action Recognition. - Hongjie Zhang 002; Yi Liu 081; Yali Wang 001; Limin Wang 002; Yu Qiao 001 (ACM Multimedia, 2023)

Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis. - Renrui Zhang; Liuhui Wang; Yali Wang 001; Peng Gao 007; Hongsheng Li 001; Jianbo Shi (CoRR, 2023)

InternGPT: Solving Vision-Centric Tasks by Interacting with Chatbots Beyond Language. - Zhaoyang Liu 001; Yinan He; Wenhai Wang; Weiyun Wang; Yi Wang 074; Shoufa Chen; Qinglong Zhang; Zeqiang Lai; Yang Yang 002; Qingyun Li; Jiashuo Yu; Kunchang Li 002; et al. (CoRR, 2023)

VideoChat: Chat-Centric Video Understanding. - Kunchang Li 002; Yinan He; Yi Wang 074; Yizhuo Li 001; Wenhai Wang; Ping Luo 002; Yali Wang 001; Limin Wang 002; Yu Qiao 001 (CoRR, 2023)

VideoLLM: Modeling Video Sequence with Large Language Models. - Guo Chen 006; Yin-Dong Zheng; Jiahao Wang; Jilan Xu; Yifei Huang 002; Junting Pan; Yi Wang 074; Yali Wang 001; Yu Qiao 001; Tong Lu; Limin Wang 002 (CoRR, 2023)

InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation. - Yi Wang 074; Yinan He; Yizhuo Li 001; Kunchang Li 002; Jiashuo Yu; Xin Ma; Xinyuan Chen; Yaohui Wang 001; Ping Luo 002; Ziwei Liu 002; Yali Wang 001; Limin Wang 002; et al. (CoRR, 2023)

Harvest Video Foundation Models via Efficient Post-Pretraining. - Yizhuo Li 001; Kunchang Li 002; Yinan He; Yi Wang 074; Yali Wang 001; Limin Wang 002; Yu Qiao 001; Ping Luo 002 (CoRR, 2023)

MVBench: A Comprehensive Multi-modal Video Understanding Benchmark. - Kunchang Li 002; Yali Wang 001; Yinan He; Yizhuo Li 001; Yi Wang 074; Yi Liu 081; Zun Wang; Jilan Xu; Guo Chen 006; Ping Luo 002; Limin Wang 002; Yu Qiao 001 (CoRR, 2023)

MoVQA: A Benchmark of Versatile Question-Answering for Long-Form Movie Understanding. - Hongjie Zhang 002; Yi Liu 081; Lu Dong; Yifei Huang 002; Zhen-Hua Ling; Yali Wang 001; Limin Wang 002; Yu Qiao 001 (CoRR, 2023)

Towards robustness and generalization of point cloud representation: A geometry coding method and a large-scale object-level dataset. - Mingye Xu; Zhipeng Zhou; Yali Wang 001; Yu Qiao 001 (Comput. Vis. Media, 2023)

Hybrid token transformer for deep face recognition. - Weicong Su; Yali Wang 001; Kunchang Li 002; Peng Gao 007; Yu Qiao 001 (Pattern Recognit., 2023)

CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm. - Mingye Xu; Yali Wang 001; Yihao Liu 001; Tong He 001; Yu Qiao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

UniFormer: Unifying Convolution and Self-Attention for Visual Recognition. - Kunchang Li 002; Yali Wang 001; Junhao Zhang; Peng Gao 007; Guanglu Song; Yu Liu 015; Hongsheng Li 001; Yu Qiao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

M-BEV: Masked BEV Perception for Robust Autonomous Driving. - Siran Chen; Yue Ma; Yu Qiao 001; Yali Wang 001 (AAAI, 2024)

MVBench: A Comprehensive Multi-modal Video Understanding Benchmark. - Kunchang Li 002; Yali Wang 001; Yinan He; Yizhuo Li 001; Yi Wang 074; Yi Liu 081; Zun Wang; Jilan Xu; Guo Chen 006; Ping Lou; Limin Wang 002; Yu Qiao 001 (CVPR, 2024)

EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World. - Yifei Huang 002; Guo Chen 006; Jilan Xu; Mingfang Zhang 002; Lijin Yang; Baoqi Pei; Hongjie Zhang 002; Lu Dong; Yali Wang 001; Limin Wang 002; Yu Qiao 001 (CVPR, 2024)

Vlogger: Make Your Dream A Vlog. - Shaobin Zhuang; Kunchang Li 002; Xinyuan Chen; Yaohui Wang 001; Ziwei Liu 002; Yu Qiao 001; Yali Wang 001 (CVPR, 2024)

VideoMamba: State Space Model for Efficient Video Understanding. - Kunchang Li 002; Xinhao Li 004; Yi Wang 074; Yinan He; Yali Wang 001; Limin Wang 002; Yu Qiao 001 (ECCV (26), 2024)

InternVideo2: Scaling Foundation Models for Multimodal Video Understanding. - Yi Wang 074; Kunchang Li 002; Xinhao Li 004; Jiashuo Yu; Yinan He; Guo Chen 006; Baoqi Pei; Rongkun Zheng; Zun Wang; Yansong Shi; Tianxiang Jiang; Songze Li; et al. (ECCV (85), 2024)

SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction. - Xinyuan Chen; Yaohui Wang 001; Lingjun Zhang; Shaobin Zhuang; Xin Ma; Jiashuo Yu; Yali Wang 001; Dahua Lin; Yu Qiao 001; Ziwei Liu 002 (ICLR, 2024)

InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation. - Yi Wang 074; Yinan He; Yizhuo Li 001; Kunchang Li 002; Jiashuo Yu; Xin Ma; Xinhao Li 004; Guo Chen 006; Xinyuan Chen; Yaohui Wang 001; Ping Luo 002; Ziwei Liu 002; et al. (ICLR, 2024)

MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI. - Kaining Ying; Fanqing Meng; Jin Wang; Zhiqian Li; Han Lin; Yue Yang; Hao Zhang 117; Wenbo Zhang 009; Yuqi Lin; Shuo Liu; Jiayi Lei; Quanfeng Lu; et al. (ICML, 2024)

TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration. - Yiwei Guo; Shaobin Zhuang; Kunchang Li 002; Yu Qiao 001; Yali Wang 001 (NeurIPS, 2024)

From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities. - Chaochao Lu; Chen Qian 006; Guodong Zheng; Hongxing Fan; Hongzhi Gao; Jie Zhang 074; Jing Shao; Jingyi Deng; Jinlan Fu; Kexin Huang; Kunchang Li 002; Lijun Li; et al. (CoRR, 2024)

Percept, Chat, and then Adapt: Multimodal Knowledge Transfer of Foundation Models for Open-World Video Recognition. - Boyu Chen; Siran Chen; Kunchang Li 002; Qinglin Xu; Yu Qiao 001; Yali Wang 001 (CoRR, 2024)

InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding. - Yi Wang 074; Kunchang Li 002; Xinhao Li 004; Jiashuo Yu; Yinan He; Guo Chen 006; Baoqi Pei; Rongkun Zheng; Jilan Xu; Zun Wang; Yansong Shi; Tianxiang Jiang; et al. (CoRR, 2024)

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text. - Qingyun Li; Zhe Chen 017; Weiyun Wang; Wenhai Wang; Shenglong Ye; Zhenjiang Jin; Guanzhou Chen 004; Yinan He; Zhangwei Gao; Erfei Cui; Jiashuo Yu; Hao Tian 006; et al. (CoRR, 2024)

EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation. - Baoqi Pei; Guo Chen 006; Jilan Xu; Yuping He; Yicheng Liu; Kanghua Pan; Yifei Huang 002; Yali Wang 001; Tong Lu; Limin Wang 002; Yu Qiao 001 (CoRR, 2024)

Vinci: A Real-time Embodied Smart Assistant based on Egocentric Vision-Language Model. - Yifei Huang 002; Jilan Xu; Baoqi Pei; Yuping He; Guo Chen 006; Lijin Yang; Xinyuan Chen; Yaohui Wang 001; Zheng Nie; Jinyao Liu; Guoshun Fan; Dechen Lin; et al. (CoRR, 2024)

Progressive Frame-Proposal Mining for Weakly Supervised Video Object Detection. - Mingfei Han 002; Yali Wang 001; Mingjie Li 006; Xiaojun Chang; Yi Yang 001; Yu Qiao 001 (IEEE Trans. Image Process., 2024)

Attentive Snippet Prompting for Video Retrieval. - Siran Chen; Qinglin Xu; Yue Ma; Yu Qiao 001; Yali Wang 001 (IEEE Trans. Multim., 2024)

Dual Masked Modeling for Weakly-Supervised Temporal Boundary Discovery. - Yuer Ma; Yi Liu 081; Limin Wang 002; Wenxiong Kang; Yu Qiao 001; Yali Wang 001 (IEEE Trans. Multim., 2024)

CP-Net: Contour-Perturbed Reconstruction Network for Self-Supervised Point Cloud Learning. - Mingye Xu; Zhipeng Zhou; Hongbin Xu; Yu Qiao 001; Yali Wang 001 (IEEE Trans. Multim., 2024)

F2S-Net: learning frame-to-segment prediction for online action detection. - Yi Liu 081; Yu Qiao 001; Yali Wang 001 (J. Real Time Image Process., 2024)

H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving. - Siran Chen; Yuxiao Luo; Yue Ma; Yu Qiao 001; Yali Wang 001 (AAAI, 2025)

Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration. - Yanbo Ding; Shaobin Zhuang; Kunchang Li 002; Zhengrong Yue; Yu Qiao 001; Yali Wang 001 (AAAI, 2025)

Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment. - Ziang Yan; Zhilin Li; Yinan He; Chenting Wang; Kunchang Li 002; Xinhao Li 004; Xiangyu Zeng; Zilei Wang; Yali Wang 001; Yu Qiao 001; Limin Wang 002; Yi Wang 074 (CVPR, 2025)

V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents. - Zhengrong Yue; Shaobin Zhuang; Kunchang Li 002; Yanbo Ding; Yali Wang 001 (CVPR, 2025)

CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding. - Guo Chen 006; Yicheng Liu; Yifei Huang 002; Baoqi Pei; Jilan Xu; Yuping He; Tong Lu; Yali Wang 001; Limin Wang 002 (ICLR, 2025)

Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning. - Baoqi Pei; Yifei Huang 002; Jilan Xu; Guo Chen 006; Yuping He; Lijin Yang; Yali Wang 001; Weidi Xie; Yu Qiao 001; Fei Wu 001; Limin Wang 002 (ICLR, 2025)

Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel. - Zun Wang; Jialu Li 001; Yicong Hong; Songze Li; Kunchang Li 002; Shoubin Yu; Yi Wang 074; Yu Qiao 001; Yali Wang 001; Mohit Bansal; Limin Wang 002 (ICLR, 2025)

TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning. - Xiangyu Zeng; Kunchang Li 002; Chenting Wang; Xinhao Li 004; Tianxiang Jiang; Ziang Yan; Songze Li; Yansong Shi; Zhengrong Yue; Yi Wang 074; Yali Wang 001; Yu Qiao 001; et al. (ICLR, 2025)

Percept, Chat, Adapt: Knowledge transfer of foundation models for open-world video recognition. - Boyu Chen; Siran Chen; Kunchang Li 002; Qinglin Xu; Yu Qiao 001; Yali Wang 001 (Pattern Recognit., 2025)

VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling. - Xinhao Li 004; Yi Wang 074; Jiashuo Yu; Xiangyu Zeng; Yuhan Zhu; Haian Huang; Jianfei Gao 003; Kunchang Li 002; Yinan He; Chenting Wang; Yu Qiao 001; Yali Wang 001; et al. (CoRR, 2025)

InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling. - Yi Wang 074; Xinhao Li 004; Ziang Yan; Yinan He; Jiashuo Yu; Xiangyu Zeng; Chenting Wang; Changlian Ma; Haian Huang; Jianfei Gao 003; Min Dou; Kai Chen 026; et al. (CoRR, 2025)

An Egocentric Vision-Language Model based Portable Real-time Smart Assistant. - Yifei Huang 002; Jilan Xu; Baoqi Pei; Yuping He; Guo Chen 006; Mingfang Zhang 002; Lijin Yang; Zheng Nie; Jinyao Liu; Guoshun Fan; Dechen Lin; Fang Fang; et al. (CoRR, 2025)

TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision. - Shaobin Zhuang; Yiwei Guo; Yanbo Ding; Kunchang Li 002; Xinyuan Chen; Yaohui Wang 001; Fangyikang Wang; Ying Zhang; Chen Li; Yali Wang 001 (CoRR, 2025)

LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents. - Boyu Chen; Zhengrong Yue; Siran Chen; Zikang Wang; Yang Liu; Peng Li; Yali Wang 001 (CoRR, 2025)

VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning. - Xinhao Li 004; Ziang Yan; Desen Meng; Lu Dong; Xiangyu Zeng; Yinan He; Yali Wang 001; Yu Qiao 001; Yi Wang 074; Limin Wang 002 (CoRR, 2025)

Weakly Supervised Temporal Sentence Grounding via Positive Sample Mining. - Lu Dong; Haiyu Zhang; Hongjie Zhang 002; Yifei Huang 002; Zhen-Hua Ling; Yu Qiao 001; Limin Wang 002; Yali Wang 001 (CoRR, 2025)

VideoChat-A1: Thinking with Long Videos by Chain-of-Shot Reasoning. - Zikang Wang; Boyu Chen; Zhengrong Yue; Yi Wang 074; Yu Qiao 001; Limin Wang 002; Yali Wang 001 (CoRR, 2025)

Super Encoding Network: Recursive Association of Multi-Modal Encoders for Video Understanding. - Boyu Chen; Siran Chen; Kunchang Li 002; Qinglin Xu; Yu Qiao 001; Yali Wang 001 (CoRR, 2025)

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos. - Jiashuo Yu; Yue Wu 013; Meng Chu; Zhifei Ren; Zizheng Huang; Pei Chu; Ruijie Zhang; Yinan He; Qirui Li; Songze Li; Zhenxiang Li; Zhongying Tu; et al. (CoRR, 2025)

WeTok: Powerful Discrete Tokenization for High-Fidelity Visual Reconstruction. - Shaobin Zhuang; Yiwei Guo; Canmiao Fu; Zhipeng Huang 024; Zeyue Tian; Fangyikang Wang; Ying Zhang; Chen Li; Yali Wang 001 (CoRR, 2025)

Vinci: A Real-time Smart Assistant Based on Egocentric Vision-language Model for Portable Devices. - Yifei Huang 002; Jilan Xu; Baoqi Pei; Lijin Yang; Mingfang Zhang 002; Yuping He; Guo Chen 006; Xinyuan Chen; Yaohui Wang 001; Zheng Nie; Jinyao Liu; Dechen Lin; et al. (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)