The Visual Object Tracking VOT2016 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Luka Cehovin; Tomás Vojír; Gustav Häger; Alan Lukezic; Gustavo Fernández; Abhinav Gupta 001; Alfredo Petrosino; et al. (ECCV Workshops (2), 2016)

The Visual Object Tracking VOT2017 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Luka Cehovin Zajc; Tomas Vojir; Gustav Häger; Alan Lukezic; Abdelrahman Eldesokey; Gustavo Fernández; Álvaro García-Martín; et al. (ICCV Workshops, 2017)

A Unified Personalized Video Recommendation via Dynamic Recurrent Neural Networks. - Junyu Gao 002; Tianzhu Zhang 001; Changsheng Xu (ACM Multimedia, 2017)

Deep Relative Tracking. - Junyu Gao 002; Tianzhu Zhang 001; Xiaoshan Yang; Changsheng Xu (IEEE Trans. Image Process., 2017)

The Sixth Visual Object Tracking VOT2018 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Luka Cehovin Zajc; Tomás Vojír; Goutam Bhat; Alan Lukezic; Abdelrahman Eldesokey; Gustavo Fernández; Álvaro García-Martín; et al. (ECCV Workshops (1), 2018)

Watch, Think and Attend: End-to-End Video Classification via Dynamic Knowledge Evolution Modeling. - Junyu Gao 002; Tianzhu Zhang 001; Changsheng Xu (ACM Multimedia, 2018)

P2T: Part-to-Target Tracking via Deep Regression Learning. - Junyu Gao 002; Tianzhu Zhang 001; Xiaoshan Yang; Changsheng Xu (IEEE Trans. Image Process., 2018)

I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs. - Junyu Gao 002; Tianzhu Zhang 001; Changsheng Xu (AAAI, 2019)

Graph Convolutional Tracking. - Junyu Gao 002; Tianzhu Zhang 001; Changsheng Xu (CVPR, 2019)

SMART: Joint Sampling and Regression for Visual Tracking. - Junyu Gao 002; Tianzhu Zhang 001; Changsheng Xu (IEEE Trans. Image Process., 2019)

Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks. - Yingying Zhang; Junyu Gao 002; Xiaoshan Yang; Chang Liu; Yan Li 068; Changsheng Xu (AAAI, 2020)

CI-GNN: Building a Category-Instance Graph for Zero-Shot Video Classification. - Junyu Gao 002; Changsheng Xu (IEEE Trans. Multim., 2020)

Fast Video Moment Retrieval. - Junyu Gao 002; Changsheng Xu (ICCV, 2021)

Active Universal Domain Adaptation. - Xinhong Ma; Junyu Gao 002; Changsheng Xu (ICCV, 2021)

Diving Into The Relations: Leveraging Semantic and Visual Structures For Video Moment Retrieval. - Ziyue Wu; Junyu Gao 002; Shucheng Huang; Changsheng Xu (ICME, 2021)

Weakly-Supervised Video Object Grounding via Stable Context Learning. - Wei Wang 354; Junyu Gao 002; Changsheng Xu (ACM Multimedia, 2021)

Learning to Model Relationships for Zero-Shot Video Classification. - Junyu Gao 002; Tianzhu Zhang 001; Changsheng Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Unsupervised Video Summarization via Relation-Aware Assignment Learning. - Junyu Gao 002; Xiaoshan Yang; Yingying Zhang; Changsheng Xu (IEEE Trans. Multim., 2021)

Learning Dual-Pooling Graph Neural Networks for Few-Shot Video Classification. - Yufan Hu; Junyu Gao 002; Changsheng Xu (IEEE Trans. Multim., 2021)

Learning Coarse-to-Fine Graph Neural Networks for Video-Text Retrieval. - Wei Wang 354; Junyu Gao 002; Xiaoshan Yang; Changsheng Xu (IEEE Trans. Multim., 2021)

Knowledge-driven Egocentric Multimodal Activity Recognition. - Yi Huang 037; Xiaoshan Yang; Junyu Gao 002; Jitao Sang; Changsheng Xu (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Health Status Prediction with Local-Global Heterogeneous Behavior Graph. - Xuan Ma; Xiaoshan Yang; Junyu Gao 002; Changsheng Xu (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization. - Junyu Gao 002; Mengyuan Chen; Changsheng Xu (CVPR, 2022)

Dual-Evidential Learning for Weakly-supervised Temporal Action Localization. - Mengyuan Chen; Junyu Gao 002; Shicai Yang; Changsheng Xu (ECCV (4), 2022)

Learning Muti-expert Distribution Calibration for Long-tailed Video Classification. - Yufan Hu; Junyu Gao 002; Changsheng Xu (CoRR, 2022)

Learning Semantic-Aware Spatial-Temporal Attention for Interpretable Action Recognition. - Jie Fu 004; Junyu Gao 002; Changsheng Xu (IEEE Trans. Circuits Syst. Video Technol., 2022)

Learning Video Moment Retrieval Without a Single Annotated Video. - Junyu Gao 002; Changsheng Xu (IEEE Trans. Circuits Syst. Video Technol., 2022)

Compact Representation and Reliable Classification Learning for Point-Level Weakly-Supervised Action Localization. - Jie Fu 004; Junyu Gao 002; Changsheng Xu (IEEE Trans. Image Process., 2022)

The Model May Fit You: User-Generalized Cross-Modal Retrieval. - Xinhong Ma; Xiaoshan Yang; Junyu Gao 002; Changsheng Xu (IEEE Trans. Multim., 2022)

Learning Hierarchical Video Graph Networks for One-Stop Video Delivery. - Yaguang Song; Junyu Gao 002; Xiaoshan Yang; Changsheng Xu (ACM Trans. Multim. Comput. Commun. Appl., 2022)

Cascade Evidential Learning for Open-world Weakly-supervised Temporal Action Localization. - Mengyuan Chen; Junyu Gao 002; Changsheng Xu (CVPR, 2023)

Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio- Visual Event Perception. - Junyu Gao 002; Mengyuan Chen; Changsheng Xu (CVPR, 2023)

Leveraging Attribute Knowledge for Open-set Action Recognition. - Kaixiang Yang; Junyu Gao 002; Yangbo Feng; Changsheng Xu (ICME, 2023)

Lite-MKD: A Multi-modal Knowledge Distillation Framework for Lightweight Few-shot Action Recognition. - Baolong Liu; Tianyi Zheng; Peng Zheng; Daizong Liu; Xiaoye Qu; Junyu Gao 002; Jianfeng Dong; Xun Wang 007 (ACM Multimedia, 2023)

Unified Multi-modal Unsupervised Representation Learning for Skeleton-based Action Understanding. - Shengkai Sun; Daizong Liu; Jianfeng Dong; Xiaoye Qu; Junyu Gao 002; Xun Yang 001; Xun Wang 007; Meng Wang 001 (ACM Multimedia, 2023)

Weakly-supervised Video Scene Graph Generation via Unbiased Cross-modal Learning. - Ziyue Wu; Junyu Gao 002; Changsheng Xu (ACM Multimedia, 2023)

Video Entailment via Reaching a Structure-Aware Cross-modal Consensus. - Xuan Yao 001; Junyu Gao 002; Mengyuan Chen; Changsheng Xu (ACM Multimedia, 2023)

Multimodal Imbalance-Aware Gradient Modulation for Weakly-supervised Audio-Visual Video Parsing. - Jie Fu 004; Junyu Gao 002; Changsheng Xu (CoRR, 2023)

Test-time Adaptive Vision-and-Language Navigation. - Junyu Gao 002; Xuan Yao 001; Changsheng Xu (CoRR, 2023)

Learning Dual-Routing Capsule Graph Neural Network for Few-Shot Video Classification. - Yangbo Feng; Junyu Gao 002; Changsheng Xu (IEEE Trans. Multim., 2023)

Spatial-Temporal Exclusive Capsule Network for Open Set Action Recognition. - Yangbo Feng; Junyu Gao 002; Shicai Yang; Changsheng Xu (IEEE Trans. Multim., 2023)

Learning Scene-Aware Spatio-Temporal GNNs for Few-Shot Early Action Prediction. - Yufan Hu; Junyu Gao 002; Changsheng Xu (IEEE Trans. Multim., 2023)

Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations. - Wei Wang 354; Junyu Gao 002; Changsheng Xu (IEEE Trans. Multim., 2023)

Many Hands Make Light Work: Transferring Knowledge From Auxiliary Tasks for Video-Text Retrieval. - Wei Wang 354; Junyu Gao 002; Xiaoshan Yang; Changsheng Xu (IEEE Trans. Multim., 2023)

Weakly-Supervised Video Object Grounding via Causal Intervention. - Wei Wang 354; Junyu Gao 002; Changsheng Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Semantic and Temporal Contextual Correlation Learning for Weakly-Supervised Temporal Action Localization. - Jie Fu 004; Junyu Gao 002; Changsheng Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Uncertainty-Aware Dual-Evidential Learning for Weakly-Supervised Temporal Action Localization. - Mengyuan Chen; Junyu Gao 002; Changsheng Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Vectorized Evidential Learning for Weakly-Supervised Temporal Action Localization. - Junyu Gao 002; Mengyuan Chen; Changsheng Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning. - Mengyuan Chen; Junyu Gao 002; Changsheng Xu (ICLR, 2024)

Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation. - Junyu Gao 002; Xuan Yao 001; Changsheng Xu (ICML, 2024)

Open-Vocabulary Video Scene Graph Generation via Union-aware Semantic Alignment. - Ziyue Wu; Junyu Gao 002; Changsheng Xu (ACM Multimedia, 2024)

Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models. - Mengyuan Chen; Junyu Gao 002; Changsheng Xu (NeurIPS, 2024)

A Comprehensive Survey on Evidential Deep Learning and Its Applications. - Junyu Gao 002; Mengyuan Chen; Liangyu Xiang; Changsheng Xu (CoRR, 2024)

Revisiting Essential and Nonessential Settings of Evidential Deep Learning. - Mengyuan Chen; Junyu Gao 002; Changsheng Xu (CoRR, 2024)

Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation. - Junyu Gao 002; Xinhong Ma; Changsheng Xu (IEEE Trans. Image Process., 2024)

Spatiotemporal Orthogonal Projection Capsule Network for Incremental Few-Shot Action Recognition. - Yangbo Feng; Junyu Gao 002; Changsheng Xu (IEEE Trans. Multim., 2024)

Exploring Rich Semantics for Open-Set Action Recognition. - Yufan Hu; Junyu Gao 002; Jianfeng Dong; Bin Fan 001; Hongmin Liu 001 (IEEE Trans. Multim., 2024)

Learning Multi-Expert Distribution Calibration for Long-Tailed Video Classification. - Yufan Hu; Junyu Gao 002; Changsheng Xu (IEEE Trans. Multim., 2024)

Learning Proposal-Aware Re-Ranking for Weakly-Supervised Temporal Action Localization. - Yufan Hu; Jie Fu 004; Mengyuan Chen; Junyu Gao 002; Jianfeng Dong; Bin Fan 001; Hongmin Liu 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Feature Disentanglement Network: Multi-Object Tracking Needs More Differentiated Features. - Wen Guo; Wuzhou Quan; Junyu Gao 002; Tianzhu Zhang 001; Changsheng Xu (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Multimodal Imbalance-Aware Gradient Modulation for Weakly-Supervised Audio-Visual Video Parsing. - Jie Fu 004; Junyu Gao 002; Bing-Kun Bao; Changsheng Xu (IEEE Trans. Circuits Syst. Video Technol., 2024)

Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding. - Ziyue Wu; Junyu Gao 002; Shucheng Huang; Changsheng Xu (ACM Trans. Multim. Comput. Commun. Appl., 2024)

NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments. - Xuan Yao 001; Junyu Gao 002; Changsheng Xu (CoRR, 2025)

Learning Probabilistic Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception. - Junyu Gao 002; Mengyuan Chen; Changsheng Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Cross-Modal Dual-Causal Learning for Long-Term Action Recognition. - Shaowu Xu; Xibin Jia; Junyu Gao 002; Sun Qianmei; Chang Jing; Fan Chao 001 (CoRR, 2025)