Transformer Tracking. - Xin Chen 032; Bin Yan 004; Jiawen Zhu 003; Dong Wang 004; Xiaoyun Yang; Huchuan Lu (CVPR, 2021)

The Ninth Visual Object Tracking VOT2021 Challenge Results. - Matej Kristan; Jirí Matas; Ales Leonardis; Michael Felsberg; Roman P. Pflugfelder; Joni-Kristian Kämäräinen; Hyung Jin Chang; Martin Danelljan; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Jani Käpylä; et al. (ICCVW, 2021)

The Tenth Visual Object Tracking VOT2022 Challenge Results. - Matej Kristan; Ales Leonardis; Jirí Matas; Michael Felsberg; Roman P. Pflugfelder; Joni-Kristian Kämäräinen; Hyung Jin Chang; Martin Danelljan; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Johanna Björklund; et al. (ECCV Workshops (8), 2022)

High-Performance Transformer Tracking. - Xin Chen 032; Bin Yan 004; Jiawen Zhu 003; Dong Wang 004; Huchuan Lu (CoRR, 2022)

SRRT: Search Region Regulation Tracking. - Jiawen Zhu 003; Xin Chen 032; Dong Wang 004; Wenda Zhao 003; Huchuan Lu (CoRR, 2022)

Visual Prompt Multi-Modal Tracking. - Jiawen Zhu 003; Simiao Lai; Xin Chen 032; Dong Wang 004; Huchuan Lu (CVPR, 2023)

The First Visual Object Tracking Segmentation VOTS2023 Challenge Results. - Matej Kristan; Jirí Matas; Martin Danelljan; Michael Felsberg; Hyung Jin Chang; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Zhongqun Zhang; Khanh-Tung Tran; Xuan-Son Vu; Johanna Björklund; et al. (ICCV (Workshops), 2023)

3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPW. - Shijie Chang; Zeqi Hao; Ben Kang; Xiaoqi Zhao 003; Jiawen Zhu 003; Zhenyu Chen 001; Lihe Zhang; Lu Zhang 053; Huchuan Lu (CoRR, 2023)

Tracking Anything in High Quality. - Jiawen Zhu 003; Zhenyu Chen 001; Zeqi Hao; Shijie Chang; Lu Zhang 053; Dong Wang 004; Huchuan Lu; Bin Luo 008; Jun-Yan He; Jin-Peng Lan; Han-Yuan Chen; Chenyang Li 007 (CoRR, 2023)

Tracking with Human-Intent Reasoning. - Jiawen Zhu 003; Zhi-Qi Cheng; Jun-Yan He; Chenyang Li 007; Bin Luo 008; Huchuan Lu; Yifeng Geng; Xuansong Xie (CoRR, 2023)

High-Performance Transformer Tracking. - Xin Chen 032; Bin Yan 004; Jiawen Zhu 003; Huchuan Lu; Xiang Ruan; Dong Wang 004 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

The Second Visual Object Tracking Segmentation VOTS2024 Challenge Results. - Matej Kristan; Jirí Matas; Pavel Tokmakov; Michael Felsberg; Luka Cehovin Zajc; Alan Lukezic; Khanh-Tung Tran; Xuan-Son Vu; Johanna Björklund; Hyung Jin Chang; Gustavo Fernández; Minasadat Attari; et al. (ECCV Workshops (7), 2024)

DCPT: Darkness Clue-Prompted Tracking in Nighttime UAVs. - Jiawen Zhu 003; Huayi Tang; Zhi-Qi Cheng; Jun-Yan He; Bin Luo 008; Shihao Qiu; Shengming Li; Huchuan Lu (ICRA, 2024)

GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB Images. - Xinying Wang 005; Zhixiong Huang; Sifan Zhang; Jiawen Zhu 003; Lin Feng 001 (CoRR, 2024)

MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking. - Simiao Lai; Chang Liu 071; Jiawen Zhu 003; Ben Kang; Yang Liu 003; Dong Wang 004; Huchuan Lu (CoRR, 2024)

GSSF: Generalized Structural Sparse Function for Deep Cross-Modal Metric Learning. - Haiwen Diao; Ying Zhang 021; Shang Gao 012; Jiawen Zhu 003; Long Chen 016; Huchuan Lu (IEEE Trans. Image Process., 2024)

SRRT: Exploring Search Region Regulation for Visual Object Tracking. - Jiawen Zhu 003; Xin Chen 032; Pengyu Zhang; Xinying Wang 005; Dong Wang 004; Wenda Zhao 003; Huchuan Lu (IEEE Trans. Circuits Syst. Video Technol., 2024)

Confusion Region Mining for Crowd Counting. - Jiawen Zhu 003; Wenda Zhao 003; Libo Yao; You He 002; Maodi Hu; Xiaoxing Zhang; Shuo Wang; Tao Li; Huchuan Lu (IEEE Trans. Neural Networks Learn. Syst., 2024)

SUTrack: Towards Simple and Unified Single Object Tracking. - Xin Chen 032; Ben Kang; Wanting Geng; Jiawen Zhu 003; Yi Liu; Dong Wang 004; Huchuan Lu (AAAI, 2025)

CLIMB-ReID: A Hybrid CLIP-Mamba Framework for Person Re-Identification. - Chenyang Yu; Xuehu Liu; Jiawen Zhu 003; Yuhao Wang; Pingping Zhang; Huchuan Lu (AAAI, 2025)

Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking. - Jiawen Zhu 003; Huayi Tang; Xin Chen 032; Xinying Wang 005; Dong Wang 004; Huchuan Lu (AAAI, 2025)

Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge. - Haomiao Xiong; Zongxin Yang; Jiazuo Yu 001; Yunzhi Zhuge; Lu Zhang 053; Jiawen Zhu 003; Huchuan Lu (ICLR, 2025)

Towards Survivability in Complex Motion Scenarios: RGB-Event Object Tracking via Historical Trajectory Prompting. - Wenhao Xia; Jiawen Zhu 003; Zihao Huang; Jinqing Qi; You He 002; Xu Jia 012 (ICRA, 2025)

Regularizing Subspace Redundancy of Low-Rank Adaptation. - Yue Zhu 012; Haiwen Diao; Shang Gao 012; Jiazuo Yu 001; Jiawen Zhu 003; Yunzhi Zhuge; Shuai Hao 007; Xu Jia 012; Lu Zhang 053; Ying Zhang 021; Huchuan Lu (ACM Multimedia, 2025)

UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval. - Haoyu Jiang; Zhi-Qi Cheng; Gabriel Moreira; Jiawen Zhu 003; Jingdong Sun; Bukun Ren; Jun-Yan He; Qi Dai 001; Xian-Sheng Hua 001 (WACV, 2025)

Self-calibrated region-level regression for crowd counting. - Jiawen Zhu 003; Wenda Zhao 003; You He 002; Huchuan Lu (Sci. China Inf. Sci., 2025)

Exploring a Hierarchical Cross-Attention Transformer for High-Speed Tracking. - Xin Chen 032; Ben Kang; Jiawen Zhu 003; Dongdong Li 004; Chunjuan Bo; Dong Wang 004 (Comput. Vis. Media, 2025)

S3-Net: Learning spectral-spatio self-similarity for hyperspectral image super-resolution. - Xinying Wang 005; Zhixiong Huang; Jiawen Zhu 003; Xianghai Wang 001; Lin Feng 001 (Neural Networks, 2025)

RVMamba: Selective Text-Vision Mamba for Referring Video Object Segmentation. - Zhenyu Chen 001; Jiawen Zhu 003; Lu Zhang 053; Ping Hu 001; Yunzhi Zhuge; Huchuan Lu; You He 002 (IEEE Signal Process. Lett., 2025)

Masked Autoencoder-Based Knowledge Transfer for Spectral Reconstruction From RGB Images. - Lin Feng 001; Xinying Wang 005; Zhixiong Huang; Yining Wang; Jiawen Zhu 003; Paolo Gamba (IEEE Trans. Computational Imaging, 2025)

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding. - Haomiao Xiong; Yunzhi Zhuge; Jiawen Zhu 003; Lu Zhang 053; Huchuan Lu (IEEE Trans. Multim., 2025)

Exploring Dynamic Transformer for Efficient Object Tracking. - Jiawen Zhu 003; Xin Chen 032; Haiwen Diao; Shuai Li 014; Jun-Yan He; Chenyang Li 007; Bin Luo 008; Dong Wang 004; Huchuan Lu (IEEE Trans. Neural Networks Learn. Syst., 2025)

MambaVT: Spatio-Temporal Contextual Modeling for Robust RGB-T Tracking. - Simiao Lai; Chang Liu 071; Jiawen Zhu 003; Ben Kang; Yang Liu 066; Dong Wang 004; Huchuan Lu (IEEE Trans. Circuits Syst. Video Technol., 2025)

GMSR: Gradient-integrated mamba for spectral reconstruction from RGB images. - Xinying Wang 005; Zhixiong Huang; Sifan Zhang; Jiawen Zhu 003; Paolo Gamba; Lin Feng 001 (Neural Networks, 2026)