Selected Publications of Guangyu Gao:

1. Guangyu Gao, Anqi Zhang, Jianbo Jiao, Fangkunhan Liu, Chi Harold Liu, and Yunchao Wei.   "ReBac: Current-to-Past Residual Background Correction for Class-Incremental Semantic Segmentation", International Journal of Computer Vision (IJCV). 2026: Accepted. (CCF-A) Project
   
2. Anqi Zhang, Xiaokang Ji, Guangyu Gao*, Jianbo Jiao, Chi Harold Liu, and Yunchao Wei.  "Rethinking MLLM Itself as a Segmenter with a Single Segmentation Token", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2026: Accepted. (CCF-A) Project
   
3. Kai Fang, Anqi Zhang, Guangyu Gao*, Jianbo Jiao, Chi Harold Liu, and Yunchao Wei.  "CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2025: 25667-25676. (CCF-A) Project
   
4. Anqi Zhang, Guangyu Gao*, Jianbo Jiao, Chi Harold Liu, and Yunchao Wei.  "PRFormer: Matching Proposal and Reference Masks by Semantic and Spatial Similarity for Few-Shot Semantic Segmentation", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025.3. Project
   
5. Guangyu Gao*, Zhuocheng Lv, Yan Zhang, and Alex Kai Qin.  "Advertising or Adversarial? AdvSign: Artistic Advertising Sign Camouflage for Target Physical Attacking to Object Detector", Neural Networks 186 (2025): 107271.
   
6. Anqi Zhang, Guangyu Gao*, Jianbo Jiao, Chi Harold Liu, and Yunchao Wei.  "Bridge the Points: Graph-based Few-shot Segment Anything Semantically", The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Spotlight, 2024, 37:33232-33261. (CCF-A类) Project
   
7. Anqi Zhang, Guangyu Gao*. "Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation", European Conference on Computer Vision (ECCV  2024). (Top 3 Vision Conferences) Project
   
8. Jiahao Zhang, Xiao Zhao, Guangyu Gao*. "MKSNet: Advanced Small Object Detection in Remote Sensing Imagery with Multi-Kernel and Dual Attention Mechanisms", International Conference on Multimedia Modeling  (MMM), 2025. (CCF-C类)
9. Anqi Zhang, Guangyu Gao*, Zhuocheng Lv, Yukun An.  "Car or Bus?"CLearSeg: CLIP-enhanced Discrimination among Resembling Classes for Few-Shot Semantic Segmentation", International Conference on MultiMedia Modeling  (MMM), 2024:172-186. (CCF-C类)
10. Shuang Li, Rui Zhang, Kaixiong Gong, Mixue Xie, Wenxuan Ma, and  Guangyu Gao*. "Source-Free Active Domain Adaptation via Augmentation-Based Sample Query and Progressive Model Adaptation", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023. 
11. Zekang Zhang, Guangyu Gao*, Jianbo Jiao, Chi Harold Liu, Yunchao Wei. "CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation", International Conference on Computer Vision (ICCV), 2023. Project  （CCF-A类）
12. Zhiyuan Fang, Guangyu Gao*, Zekang Zhang, Anqi Zhang. "Hierarchical Context-Agnostic Network with Contrastive Feature Diversity for One-Shot Semantic Segmentation", Journal of Visual Communication and Image Representation, 2023,90:1-12. Project  (SCI重要期刊)
13. Guangyu Gao, Ziming Liu, Guangjun Zhang, Jinyang Li, and A. K. Qin.  "DANet: Semi-supervised Differentiated Auxiliaries Guided Network for Video Action Recognition", Neural Networks, 2023, 158: 121-131.
14. Guangyu Gao, Zhiyuan Fang, Cen Han, Yunchao Wei, Chi Harold Liu, and Shuicheng Yan.  "DRNet: Double Recalibration Network for Few-Shot Semantic Segmentation", IEEE Transactions on Image Processing, 2022, 31: 6733-6746. Project (SCI顶级期刊)
15. Zekang Zhang, Guangyu Gao*,  Zhiyuan Fang, Jianbo Jiao and Yunchao Wei.  "Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation", Conference on Neural Information Processing Systems (NeurIPS 2022), 35, 24340-24353. Project (CCF-A类)
16. Guangyu Gao, Qianxiang Wang, Jing Ge and Yan Zhang. "AONet: Attentional Occlusion-aware Network for Occluded Person Re-identification", Proceedings of the Asian Conference on Computer Vision. 2022: 1606-1621. (CCF-B类)
17. Tong Wu, Guangyu Gao*, et al.  "Adaptive Spatial-BCE Loss for Weakly Supervised Semantic Segmentation", European Conference on Computer Vision (ECCV 2022): 199-216. Project (Top 3  Vision Conferences)
18. Jing Ge, Qianxiang Wang, Guangyu Gao. "Hardest and Semi-Hard Negative Pairs Mining for Text-based Person Search with Visual-Textual Attention", Multimedia Systems, 2022: 1-13. (SCI重要期刊)
19. Guangyu Gao, Cen Han, Zhen Liu.  "Perceiving Informative Keypoints: A Self-attention Approach for Person Search", Signal Processing: Image Communication, 2022, 101: 116558. (SCI重要期刊)
20. Ziming Liu,  Guangyu Gao*, Lin Sun et al.  "HRDNet: High-resolution Detection Network for Small Objects", IEEE ICME 2021 (CCF B类). Oral Paper.
21. Tong Wu, Junshi Huang, Guangyu Gao*  et al.  "Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021: 16765-16774. Project (CCF A类)
22. Ziming Liu, Jinyang Li, Guangyu Gao*, Alex K. Qin.  "Temporal Memory Network towards Real-time Video Understanding", IEEE ACCESS (SCI). 2020.
23. Hao Shen, Defu Lin, Tao Song, Guangyu Gao*.  "Anti-Distractors: Two-branch Siamese Tracker with both Static and Dynamic Filters for Object Tracking", Multimedia Systems, 2020, 26(6): 631-641.
24. Ziming Liu, Guangyu Gao*, Lin Sun, Li Fang.  "IPG-Net: Image Pyramid Guidance Network for Small Object Detection", The Conference on Computer Vision and Pattern Recognition (CVPR) 2020, Anti-UAV Workshop &Challenge. 2020.
25. Our Team with work "Augmented Feature Selected RetinaNet (AFSRNet)" Achieved  NO. 2  on "Vision Meets Drone：A Challenge-Task 2: object detection in videos "of ICCV 2019 &the top few for "Task 1: object detection in images ".
26. Ziming Liu, Guangyu Gao*, A. K. Qin, Tong Wu and Chi Harold liu, "Action Recognition with Bootstrapping based Long-range Temporal Context Attention", Proceedings of the 27th ACM International Conference on Multimedia. 2019: 583-591. (CCF A类)
27. Cen Han, Guangyu Gao*  et al.   "Real-time Small Traffic Sign Detection with Revised Faster-RCNN", Multimedia Tools and Applications (SCI). 2018:1-16.
28. Guangyu Gao, Cen Han et al.  "Optimal Feature Combination Analysis for Crowd Saliency Prediction", Journal of Visual Communication and Image Representation. 50(1):1-8, 2018.
29. Guangyu Gao, Chi Harold Liu, Min Chen, Song Guo and Kin K. Leung, "Cloud-based Actor Identification with Batch-Orthogonal Local-Sensitive Hashing and Sparse Representation", IEEE Trans. On Multimedia 2016.
30. Guangyu Gao, Chenchen Bai, Wei Zheng and Chi Harold Liu.  "The Future of Smart Dressing Mirror", In the 12th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2015). 
31. Guangyu Gao, Mengdi Xu, Jialie Shen, Huadong Ma and Shuicheng Yan. "Cast2Face: Assigning Character Names onto Faces in Movie with Actor-Character Correspondence", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). 2015.
32. Jianqiu Ji, Shuicheng Yan, Jianmin Li, Guangyu Gao, Qi Tian and Bo Zhang.  "Batch-Orthogonal Locality-Sensitive Hashing for  Angular Similarity", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 2014.
33. Chao Xiong, Guangyu Gao(Equal Contribution), Zhengjun Zha, Shuicheng Yan, Huadong Ma, Tae-Kyun Kim, "Adaptive Learning for Celebrity Identification with Video Context", IEEE Transactions on Multimedia (TMM). 2014.

Books:
[B1] G. Gao and C. H. Liu "Video Summarization: Structure Parsing and Content Extraction ", Publisher: CRC Press, , Taylor &Francis Group  (2015), Language: English, ISBN-10: 1482235773, ISBN-13: 978-1482235777.  link .