Multi-level Temporal Pyramid Network for Action Detection. - Xiang Wang 012; Changxin Gao; Shiwei Zhang 001; Nong Sang (PRCV (2), 2020)

Temporal Fusion Network for Temporal Action Localization: Submission to ActivityNet Challenge 2020 (Task E). - Zhiwu Qing; Xiang Wang 012; Yongpeng Sang; Changxin Gao; Shiwei Zhang 001; Nong Sang (CoRR, 2020)

CBR-Net: Cascade Boundary Refinement Network for Action Detection: Submission to ActivityNet Challenge 2020 (Task 1). - Xiang Wang 012; Baiteng Ma; Zhiwu Qing; Yongpeng Sang; Changxin Gao; Shiwei Zhang 001; Nong Sang (CoRR, 2020)

Temporal Context Aggregation Network for Temporal Action Proposal Refinement. - Zhiwu Qing; Haisheng Su; Weihao Gan; Dongliang Wang; Wei Wu 021; Xiang Wang 012; Yu Qiao 001; Junjie Yan; Changxin Gao; Nong Sang (CVPR, 2021)

Self-Supervised Learning for Semi-Supervised Temporal Action Proposal. - Xiang Wang 012; Shiwei Zhang 001; Zhiwu Qing; Yuanjie Shao; Changxin Gao; Nong Sang (CVPR, 2021)

OadTR: Online Action Detection with Transformers. - Xiang Wang 012; Shiwei Zhang 001; Zhiwu Qing; Yuanjie Shao; Zhengrong Zuo; Changxin Gao; Nong Sang (ICCV, 2021)

Towards Training Stronger Video Vision Transformers for EPIC-KITCHENS-100 Action Recognition. - Ziyuan Huang; Zhiwu Qing; Xiang Wang 012; Yutong Feng; Shiwei Zhang 001; Jianwen Jiang; Zhurong Xia; Mingqian Tang; Nong Sang; Marcelo H. Ang Jr. (CoRR, 2021)

A Stronger Baseline for Ego-Centric Action Detection. - Zhiwu Qing; Ziyuan Huang; Xiang Wang 012; Yutong Feng; Shiwei Zhang 001; Jianwen Jiang; Mingqian Tang; Changxin Gao; Marcelo H. Ang Jr.; Nong Sang (CoRR, 2021)

Relation Modeling in Spatio-Temporal Action Localization. - Yutong Feng; Jianwen Jiang; Ziyuan Huang; Zhiwu Qing; Xiang Wang 012; Shiwei Zhang 001; Mingqian Tang; Yue Gao 002 (CoRR, 2021)

Weakly-Supervised Temporal Action Localization Through Local-Global Background Modeling. - Xiang Wang 012; Zhiwu Qing; Ziyuan Huang; Yutong Feng; Shiwei Zhang 001; Jianwen Jiang; Mingqian Tang; Yuanjie Shao; Nong Sang (CoRR, 2021)

Proposal Relation Network for Temporal Action Detection. - Xiang Wang 012; Zhiwu Qing; Ziyuan Huang; Yutong Feng; Shiwei Zhang 001; Jianwen Jiang; Mingqian Tang; Changxin Gao; Nong Sang (CoRR, 2021)

Exploring Stronger Feature for Temporal Action Localization. - Zhiwu Qing; Xiang Wang 012; Ziyuan Huang; Yutong Feng; Shiwei Zhang 001; Jianwen Jiang; Mingqian Tang; Changxin Gao; Nong Sang (CoRR, 2021)

FastFlow: Unsupervised Anomaly Detection and Localization via 2D Normalizing Flows. - Jiawei Yu; Ye Zheng; Xiang Wang 012; Wei Li 190; Yushuang Wu; Rui Zhao 001; Liwei Wu (CoRR, 2021)

Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency. - Zhiwu Qing; Shiwei Zhang 001; Ziyuan Huang; Yi Xu 008; Xiang Wang 012; Mingqian Tang; Changxin Gao; Rong Jin 001; Nong Sang (CVPR, 2022)

Hybrid Relation Guided Set Matching for Few-shot Action Recognition. - Xiang Wang 012; Shiwei Zhang 001; Zhiwu Qing; Mingqian Tang; Zhengrong Zuo; Changxin Gao; Rong Jin 001; Nong Sang (CVPR, 2022)

Focus Your Distribution: Coarse-to-Fine Non-Contrastive Learning for Anomaly Detection and Localization. - Ye Zheng; Xiang Wang 012; Rui Deng; Tianpeng Bao; Rui Zhao 001; Liwei Wu (ICME, 2022)

Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning. - Yixuan Pei; Zhiwu Qing; Jun Cen; Xiang Wang 012; Shiwei Zhang 001; Yaxiong Wang; Mingqian Tang; Nong Sang; Xueming Qian (NeurIPS, 2022)

Context-aware Proposal Network for Temporal Action Detection. - Xiang Wang 012; Huaxin Zhang; Shiwei Zhang 001; Changxin Gao; Yuanjie Shao; Nong Sang (CoRR, 2022)

MIAD: A Maintenance Inspection Dataset for Unsupervised Anomaly Detection. - Tianpeng Bao; Jiadong Chen; Wei Li 190; Xiang Wang 012; Jingjing Fei; Liwei Wu; Rui Zhao 001; Ye Zheng (CoRR, 2022)

Enlarging Instance-specific and Class-specific Information for Open-set Action Recognition. - Jun Cen; Shiwei Zhang 001; Xiang Wang 012; Yixuan Pei; Zhiwu Qing; Yingya Zhang; Qifeng Chen (CVPR, 2023)

MoLo: Motion-Augmented Long-Short Contrastive Learning for Few-Shot Action Recognition. - Xiang Wang 012; Shiwei Zhang 001; Zhiwu Qing; Changxin Gao; Yingya Zhang; Deli Zhao; Nong Sang (CVPR, 2023)

Space-time Prompting for Video Class-incremental Learning. - Yixuan Pei; Zhiwu Qing; Shiwei Zhang 001; Xiang Wang 012; Yingya Zhang; Deli Zhao; Xueming Qian (ICCV, 2023)

RLIPv2: Fast Scaling of Relational Language-Image Pre-training. - Hangjie Yuan; Shiwei Zhang 001; Xiang Wang 012; Samuel Albanie; Yining Pan; Tao Feng 014; Jianwen Jiang; Dong Ni 002; Yingya Zhang; Deli Zhao (ICCV, 2023)

VideoComposer: Compositional Video Synthesis with Motion Controllability. - Xiang Wang 012; Hangjie Yuan; Shiwei Zhang 001; Dayou Chen; Jiuniu Wang; Yingya Zhang; Yujun Shen; Deli Zhao; Jingren Zhou 001 (NeurIPS, 2023)

Adaptive Semantic Consistency for Cross-domain Few-shot Classification. - Hengchu Lu; Yuanjie Shao; Xiang Wang 012; Changxin Gao (CoRR, 2023)

ModelScope Text-to-Video Technical Report. - Jiuniu Wang; Hangjie Yuan; Dayou Chen; Yingya Zhang; Xiang Wang 012; Shiwei Zhang 001 (CoRR, 2023)

Few-shot Action Recognition with Captioning Foundation Models. - Xiang Wang 012; Shiwei Zhang 001; Hangjie Yuan; Yingya Zhang; Changxin Gao; Deli Zhao; Nong Sang (CoRR, 2023)

I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models. - Shiwei Zhang 001; Jiayu Wang; Yingya Zhang; Kang Zhao; Hangjie Yuan; Zhiwu Qing; Xiang Wang 012; Deli Zhao; Jingren Zhou 001 (CoRR, 2023)

VideoLCM: Video Latent Consistency Model. - Xiang Wang 012; Shiwei Zhang 001; Han Zhang 010; Yu Liu 063; Yingya Zhang; Changxin Gao; Nong Sang (CoRR, 2023)

DreamTalk: When Expressive Talking Head Generation Meets Diffusion Probabilistic Models. - Yifeng Ma 001; Shiwei Zhang 001; Jiayu Wang; Xiang Wang 012; Yingya Zhang; Zhidong Deng (CoRR, 2023)

Cross-domain few-shot action recognition with unlabeled videos. - Xiang Wang 012; Shiwei Zhang 001; Zhiwu Qing; Yiliang Lv; Changxin Gao; Nong Sang (Comput. Vis. Image Underst., 2023)

Self-Supervised Learning from Untrimmed Videos via Hierarchical Consistency. - Zhiwu Qing; Shiwei Zhang 001; Ziyuan Huang; Yi Xu 008; Xiang Wang 012; Changxin Gao; Rong Jin 001; Nong Sang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

HR-Pro: Point-Supervised Temporal Action Localization via Hierarchical Reliability Propagation. - Huaxin Zhang; Xiang Wang 012; Xiaohao Xu; Zhiwu Qing; Changxin Gao; Nong Sang (AAAI, 2024)

Hierarchical Spatio-temporal Decoupling for Text-to- Video Generation. - Zhiwu Qing; Shiwei Zhang 001; Jiayu Wang; Xiang Wang 012; Yujie Wei 001; Yingya Zhang; Changxin Gao; Nong Sang (CVPR, 2024)

A Recipe for Scaling up Text-to-Video Generation with Text-free Videos. - Xiang Wang 012; Shiwei Zhang 001; Hangjie Yuan; Zhiwu Qing; Biao Gong; Yingya Zhang; Yujun Shen; Changxin Gao; Nong Sang (CVPR, 2024)

InstructVideo: Instructing Video Diffusion Models with Human Feedback. - Hangjie Yuan; Shiwei Zhang 001; Xiang Wang 012; Yujie Wei 001; Tao Feng 014; Yining Pan; Yingya Zhang; Ziwei Liu 002; Samuel Albanie; Dong Ni 002 (CVPR, 2024)

EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models. - Rui Zhao 001; Hangjie Yuan; Yujie Wei 001; Shiwei Zhang 001; Yuchao Gu; Lingmin Ran; Xiang Wang 012; Jay Zhangjie Wu; David Junhao Zhang; Yingya Zhang; Mike Zheng Shou (NeurIPS, 2024)

GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection. - Huaxin Zhang; Xiang Wang 012; Xiaohao Xu; Xiaonan Huang; Chuchu Han; Yuehuan Wang; Changxin Gao; Shanjun Zhang; Nong Sang (CoRR, 2024)

PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency. - Zhishuai Li; Xiang Wang 012; Jingjing Zhao; Sun Yang; Guoqing Du; Xiaoru Hu; Bin Zhang 052; Yuxiao Ye; Ziyue Li 002; Rui Zhao 001; Hangyu Mao (CoRR, 2024)

UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation. - Xiang Wang 012; Shiwei Zhang 001; Changxin Gao; Jiayu Wang; Xiaoqiang Zhou; Yingya Zhang; Luxin Yan; Nong Sang (CoRR, 2024)

Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM. - Huaxin Zhang; Xiaohao Xu; Xiang Wang 012; Jialong Zuo; Chuchu Han; Xiaonan Huang; Changxin Gao; Yuehuan Wang; Nong Sang (CoRR, 2024)

Replace Anyone in Videos. - Xiang Wang 012; Changxin Gao; Yuehuan Wang; Nong Sang (CoRR, 2024)

EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models. - Rui Zhao 001; Hangjie Yuan; Yujie Wei 001; Shiwei Zhang 001; Yuchao Gu; Lingmin Ran; Xiang Wang 012; Jay Zhangjie Wu; Junhao Zhang; Yingya Zhang; Mike Zheng Shou (CoRR, 2024)

DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control. - Yujie Wei 001; Shiwei Zhang 001; Hangjie Yuan; Xiang Wang 012; Haonan Qiu; Rui Zhao 001; Yutong Feng; Feng Liu; Zhizhong Huang; Jiaxin Ye; Yingya Zhang; Hongming Shan (CoRR, 2024)

PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation. - Hengjia Li; Haonan Qiu; Shiwei Zhang 001; Xiang Wang 012; Yujie Wei 001; Zekun Li; Yingya Zhang; Boxi Wu; Deng Cai 001 (CoRR, 2024)

FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion. - Haonan Qiu; Shiwei Zhang 001; Yujie Wei 001; Ruihang Chu; Hangjie Yuan; Xiang Wang 012; Yingya Zhang; Ziwei Liu 002 (CoRR, 2024)

MAR: Masked Autoencoders for Efficient Action Recognition. - Zhiwu Qing; Shiwei Zhang 001; Ziyuan Huang; Xiang Wang 012; Yuehuan Wang; Yiliang Lv; Changxin Gao; Nong Sang (IEEE Trans. Multim., 2024)

HyRSM++: Hybrid relation guided temporal set matching for few-shot action recognition. - Xiang Wang 012; Shiwei Zhang 001; Zhiwu Qing; Zhengrong Zuo; Changxin Gao; Rong Jin 001; Nong Sang (Pattern Recognit., 2024)

CLIP-guided Prototype Modulating for Few-shot Action Recognition. - Xiang Wang 012; Shiwei Zhang 001; Jun Cen; Changxin Gao; Yingya Zhang; Deli Zhao; Nong Sang (Int. J. Comput. Vis., 2024)

Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity. - Huaxin Zhang; Xiaohao Xu; Xiang Wang 012; Jialong Zuo; Xiaonan Huang; Changxin Gao; Shanjun Zhang; Li Yu 003; Nong Sang (CVPR, 2025)

Animate-X: Universal Character Image Animation with Enhanced Motion Representation. - Shuai Tan; Biao Gong; Xiang Wang 012; Shiwei Zhang 001; Dandan Zheng; Ruobing Zheng; Kecheng Zheng; Jingdong Chen; Ming Yang 007 (ICLR, 2025)

DMPT: Decoupled Modality-Aware Prompt Tuning for Multi-Modal Object Re-Identification. - Minghui Lin; Shu Wang; Xiang Wang 012; Jianhua Tang; Longbin Fu; Zhengrong Zuo; Nong Sang (WACV, 2025)

DreamRelation: Relation-Centric Video Customization. - Yujie Wei 001; Shiwei Zhang 001; Hangjie Yuan; Biao Gong; Longxiang Tang; Xiang Wang 012; Haonan Qiu; Hengjia Li; Shuai Tan; Yingya Zhang; Hongming Shan (CoRR, 2025)

Exploring the Evolution of Physics Cognition in Video Generation: A Survey. - Minghui Lin; Xiang Wang 012; Yishan Wang; Shu Wang; Fengqi Dai; Pengxiang Ding; Cunxiang Wang; Zhengrong Zuo; Nong Sang; Siteng Huang; Donglin Wang (CoRR, 2025)

Taming Consistency Distillation for Accelerated Human Image Animation. - Xiang Wang 012; Shiwei Zhang 001; Hangjie Yuan; Yujie Wei 001; Yingya Zhang; Changxin Gao; Yuehuan Wang; Nong Sang (CoRR, 2025)

UniAnimate-DiT: Human Image Animation with Large-Scale Video Diffusion Transformer. - Xiang Wang 012; Shiwei Zhang 001; Longxiang Tang; Yingya Zhang; Changxin Gao; Yuehuan Wang; Nong Sang (CoRR, 2025)