City-Scale Multi-Camera Vehicle Tracking by Semantic Attribute Parsing and Cross-Camera Tracklet Matching. - Yuhang He 001; Jie Han; Wentao Yu; Xiaopeng Hong; Xing Wei 001; Yihong Gong (CVPR Workshops, 2020)

VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results. - Heng Fan 001; Dawei Du; Longyin Wen; Pengfei Zhu 001; Qinghua Hu; Haibin Ling; Mubarak Shah; Junwen Pan; Arne Schumann; Bin Dong 006; Daniel Stadler; Duo Xu 007; et al. (ECCV Workshops (4), 2020)

Multi-Target Multi-Camera Tracking by Tracklet-to-Target Assignment. - Yuhang He 001; Xing Wei 001; Xiaopeng Hong; Weiwei Shi 003; Yihong Gong (IEEE Trans. Image Process., 2020)

Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting. - Yuhang He 001; Zhiheng Ma; Xing Wei 001; Xiaopeng Hong; Wei Ke 003; Yihong Gong (AAAI, 2021)

Know Your Surroundings: Panoramic Multi-Object Tracking by Multimodality Collaboration. - Yuhang He 001; Wentao Yu; Jie Han; Xing Wei 001; Xiaopeng Hong; Yihong Gong (CVPR Workshops, 2021)

Identity-Quantity Harmonic Multi-Object Tracking. - Yuhang He 001; Xing Wei 001; Xiaopeng Hong; Wei Ke 003; Yihong Gong (IEEE Trans. Image Process., 2022)

DKT: Diverse Knowledge Transfer Transformer for Class Incremental Learning. - Xinyuan Gao; Yuhang He 001; Songlin Dong; Jie Cheng; Xing Wei 001; Yihong Gong (CVPR, 2023)

Knowledge Restore and Transfer for Multi-Label Class-Incremental Learning. - Songlin Dong; Haoyu Luo; Yuhang He 001; Xing Wei 001; Jie Cheng; Yihong Gong (ICCV, 2023)

Non-Exemplar Class-Incremental Learning via Adaptive Old Class Reconstruction. - Shaokun Wang; Weiwei Shi 003; Yuhang He 001; Yifan Yu; Yihong Gong (ACM Multimedia, 2023)

Knowledge Restore and Transfer for Multi-label Class-Incremental Learning. - Songlin Dong; Haoyu Luo; Yuhang He 001; Xing Wei 001; Yihong Gong (CoRR, 2023)

Non-exemplar Domain Incremental Object Detection via Learning Domain Bias. - Xiang Song 005; Yuhang He 001; Songlin Dong; Yihong Gong (AAAI, 2024)

Evolving Parameterized Prompt Memory for Continual Learning. - Muhammad Rifki Kurniawan; Xiang Song 005; Zhiheng Ma; Yuhang He 001; Yihong Gong; Yang Qi; Xing Wei 001 (AAAI, 2024)

DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning. - Yuhang He 001; Yingjie Chen; Yuhan Jin; Songlin Dong; Xing Wei 001; Yihong Gong (CVPR, 2024)

Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning. - Xinyuan Gao; Songlin Dong; Yuhang He 001; Qiang Wang; Yihong Gong (ECCV (85), 2024)

Non-exemplar Domain Incremental Learning via Cross-Domain Concept Integration. - Qiang Wang; Yuhang He 001; Songlin Dong; Xinyuan Gao; Shaokun Wang; Yihong Gong (ECCV (49), 2024)

Projecting Points to Axes: Oriented Object Detection via Point-Axis Representation. - Zeyang Zhao; Qilong Xue; Yuhang He 001; Yifan Bai 001; Xing Wei 001; Yihong Gong (ECCV (28), 2024)

Enhancing Pre-trained ViTs for Downstream Task Adaptation: A Locality-Aware Prompt Learning Method. - Shaokun Wang; Yifan Yu; Yuhang He 001; Yihong Gong (ACM Multimedia, 2024)

Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models. - Cong Wan; Yuhang He 001; Xiang Song 005; Yihong Gong (NeurIPS, 2024)

CEAT: Continual Expansion and Absorption Transformer for Non-Exemplar Class-Incremental Learning. - Xinyuan Gao; Songlin Dong; Yuhang He 001; Xing Wei 001; Yihong Gong (CoRR, 2024)

I2CANSAY:Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning. - Songlin Dong; Yingjie Chen; Yuhang He 001; Yuhan Jin; Alex C. Kot; Yihong Gong (CoRR, 2024)

Continual Novel Class Discovery via Feature Enhancement and Adaptation. - Yifan Yu; Shaokun Wang; Yuhang He 001; Junzhe Chen 002; Yihong Gong (CoRR, 2024)

Dynamic Integration of Task-Specific Adapters for Class Incremental Learning. - Jiashuo Li; Shaokun Wang; Bo Qian; Yuhang He 001; Xing Wei 001; Yihong Gong (CoRR, 2024)

LOBG:Less Overfitting for Better Generalization in Vision-Language Model. - Chenhao Ding; Xinyuan Gao; Songlin Dong; Yuhang He 001; Qiang Wang; Alex C. Kot; Yihong Gong (CoRR, 2024)

GridShow: Omni Visual Generation. - Cong Wang 001; Xiangyang Luo 001; Zijian Cai; Yiren Song; Yunlong Zhao; Yifan Bai 001; Yuhang He 001; Yihong Gong (CoRR, 2024)

Global self-sustaining and local inheritance for source-free unsupervised domain adaptation. - Lin Peng 003; Yuhang He 001; Shaokun Wang; Xiang Song 005; Songlin Dong; Xing Wei 001; Yihong Gong (Pattern Recognit., 2024)

Knowledge Synergy Learning for Multi-Modal Tracking. - Yuhang He 001; Zhiheng Ma; Xing Wei 001; Yihong Gong (IEEE Trans. Circuits Syst. Video Technol., 2024)

Analogical Learning-Based Few-Shot Class-Incremental Learning. - Jiashuo Li; Songlin Dong; Yihong Gong; Yuhang He 001; Xing Wei 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Domain Incremental Object Detection Based on Feature Space Topology Preserving Strategy. - Li Ding; Xiang Song 005; Yuhang He 001; Changxin Wang; Songlin Dong; Xing Wei 001; Yihong Gong (IEEE Trans. Circuits Syst. Video Technol., 2024)

DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype. - Qiang Wang; Yuhang He 001; Songlin Dong; Xiang Song 005; Jizhou Han; Haoyu Luo; Yihong Gong (AAAI, 2025)

SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning. - Chenhao Ding; Jiangyang Li; Songlin Dong; Xinyuan Gao; Yuhang He 001; Yihong Gong (ACL (Findings), 2025)

Learning Endogenous Attention for Incremental Object Detection. - Xiang Song 005; Yuhang He 001; Jingyuan Li; Qiang Wang; Yihong Gong (CVPR, 2025)

Dynamic Integration of Task-Specific Adapters for Class Incremental Learning. - Jiashuo Li; Shaokun Wang; Bo Qian; Yuhang He 001; Xing Wei 001; Qiang Wang; Yihong Gong (CVPR, 2025)

Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need. - Qiang Wang; Xiang Song 005; Yuhang He 001; Jizhou Han; Chenhao Ding; Xinyuan Gao; Yihong Gong (CVPR, 2025)

CIA: Class- and Instance-aware Adaptation for Vision-Language Models. - Lin Peng 003; Cong Wan; Shaokun Wang; Xiang Song 005; Yuhang He 001; Yihong Gong (ACM Multimedia, 2025)

Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery. - Jizhou Han; Shaokun Wang; Yuhang He 001; Chenhao Ding; Qiang Wang; Xinyuan Gao; Songlin Dong; Yihong Gong (NeurIPS, 2025)

A Bayesian dual-pathway network for unsupervised domain adaptation. - Yuhang He 001; Junzhe Chen 002; Jiehua Zhang; Wei Ke 003; Yihong Gong (Pattern Recognit., 2025)

Analogical Augmentation and Significance Analysis for Online Task-Free Continual Learning. - Songlin Dong; Yingjie Chen; Yuhang He 001; Yuhan Jin; Alex C. Kot; Yihong Gong (IEEE Trans. Multim., 2025)

Space Rotation with Basis Transformation for Training-free Test-Time Adaptation. - Chenhao Ding; Xinyuan Gao; Songlin Dong; Yuhang He 001; Qiang Wang; Xiang Song 005; Alex C. Kot; Yihong Gong (CoRR, 2025)

Class-Independent Increment: An Efficient Approach for Multi-label Class-Incremental Learning. - Songlin Dong; Yuhang He 001; Zhengdong Zhou; Haoyu Luo; Xing Wei 001; Alex C. Kot; Yihong Gong (CoRR, 2025)

CEAT: Continual Expansion and Absorption Transformer for Non-Exemplar Class-Incremental Learning. - Songlin Dong; Xinyuan Gao; Yuhang He 001; Zhengdong Zhou; Alex C. Kot; Yihong Gong (IEEE Trans. Circuits Syst. Video Technol., 2025)

Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models. - Songlin Dong; Chenhao Ding; Jiangyang Li; Jizhou Han; Qiang Wang; Yuhang He 001; Yihong Gong (CoRR, 2025)

Cross-Domain Invariant Feature Absorption and Domain-Specific Feature Retention for Domain Incremental Chest X-Ray Classification. - Mengchu Wang; Yuhang He 001; Lin Peng 003; Xiang Song 005; Songlin Dong; Yihong Gong (IEEE Trans. Medical Imaging, 2025)

Unleashing the Potential of All Test Samples: Mean-Shift Guided Test-Time Adaptation. - Jizhou Han; Chenhao Ding; Songlin Dong; Yuhang He 001; Xinyuan Gao; Yihong Gong (CoRR, 2025)

ExPaMoE: An Expandable Parallel Mixture of Experts for Continual Test-Time Adaptation. - Jianchao Zhao; Chenhao Ding; Songlin Dong; Yuhang He 001; Yihong Gong (CoRR, 2025)

Unleashing the Power of Neural Collapse: Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery. - Jizhou Han; Shaokun Wang; Yuhang He 001; Chenhao Ding; Qiang Wang; Xinyuan Gao; Songlin Dong; Yihong Gong (CoRR, 2025)

VDC-Agent: When Video Detailed Captioners Evolve Themselves via Agentic Self-Reflection. - Qiang Wang; Xinyuan Gao; Songlin Dong; Jizhou Han; Jiangyang Li; Yuhang He 001; Yihong Gong (CoRR, 2025)

GOAL: Geometrically Optimal Alignment for Continual Generalized Category Discovery. - Jizhou Han; Chenhao Ding; Songlin Dong; Yuhang He 001; Shaokun Wang; Qiang Wang; Yihong Gong (AAAI, 2026)

Shared & Domain Self-Adaptive Experts with Frequency-Aware Discrimination for Continual Test-Time Adaptation. - Jianchao Zhao; Chenhao Ding; Songlin Dong; Jiangyang Li; Qiang Wang; Yuhang He 001; Yihong Gong (AAAI, 2026)

Diversity covariance-aware prompt learning for vision-language models. - Zhengdong Zhou; Songlin Dong; Chenhao Ding; Xinyuan Gao; Yuhang He 001; Yihong Gong (Pattern Recognit., 2026)

Multi-Task Unified Domain Incremental Learning With Domain Difference Adapters. - Xiang Song 005; Yuhang He 001; Lin Peng 003; Yihong Gong (IEEE Trans. Image Process., 2026)

P2L-CA: An Effective Parameter Tuning Framework for Rehearsal-Free Multi-Label Class-Incremental Learning. - Songlin Dong; Jiangyang Li; Chenhao Ding; Zhiheng Ma; Haoyu Luo; Yuhang He 001; Yihong Gong (CoRR, 2026)

IOTA: Corrective Knowledge-Guided Prompt Learning via Black-White Box Framework. - Shaokun Wang; Yifan Yu; Yuhang He 001; Weili Guan; Yihong Gong (CoRR, 2026)

Is Parameter Isolation Better for Prompt-Based Continual Learning? - Jiangyang Li; Chenhao Ding; Songlin Dong; Qiang Wang; Jianchao Zhao; Yuhang He 001; Yihong Gong (CoRR, 2026)

GFPL: Generative Federated Prototype Learning for Resource-Constrained and Data-Imbalanced Vision Task. - Shiwei Lu; Yuhang He 001; Jiashuo Li; Qiang Wang; Yihong Gong (CoRR, 2026)

Learning Like Humans: Analogical Concept Learning for Generalized Category Discovery. - Jizhou Han; Chenhao Ding; Yuhang He 001; Qiang Wang; Shaokun Wang; Songlin Dong; Yihong Gong (CoRR, 2026)

Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning. - Jizhou Han; Chenhao Ding; Yuhang He 001; Songlin Dong; Qiang Wang; Xinyuan Gao; Yihong Gong (IEEE Trans. Circuits Syst. Video Technol., 2026)

Beyond World-Frame Action Heads: Motion-Centric Action Frames for Vision-Language-Action Models. - Huoren Yang; Jianchao Zhao; Hu Yusong; Qiguan Ou; Yuyang Gao; Wei Ke 003; Yuhang He 001; Songlin Dong; Zhiheng Ma; Yihong Gong (CoRR, 2026)