Graph Embedding with Rich Information through Bipartite Heterogeneous Network. - Guolei Sun; Xiangliang Zhang 001 (CoRR, 2017)

WalkRanker: A Unified Pairwise Ranking Model With Multiple Relations for Item Recommendation. - Lu Yu 006; Chuxu Zhang; Shichao Pei; Guolei Sun; Xiangliang Zhang 001 (AAAI, 2018)

Multi-label Learning with Highly Incomplete Data via Collaborative Embedding. - Yufei Han 001; Guolei Sun; Yun Shen; Xiangliang Zhang 001 (KDD, 2018)

Object Counting and Instance Segmentation With Image-Level Supervision. - Hisham Cholakkal; Guolei Sun; Fahad Shahbaz Khan; Ling Shao 001 (CVPR, 2019)

iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images. - Syed Waqas Zamir; Aditya Arora; Akshita Gupta; Salman H. Khan 001; Guolei Sun; Fahad Shahbaz Khan; Fan Zhu 001; Ling Shao 001; Gui-Song Xia; Xiang Bai (CVPR Workshops, 2019)

A Novel Framework for Node/Edge Attributed Graph Embedding. - Guolei Sun; Xiangliang Zhang 001 (PAKDD (3), 2019)

Fine-Grained Recognition: Accounting for Subtle Differences between Similar Classes. - Guolei Sun; Hisham Cholakkal; Salman H. Khan 001; Fahad Shahbaz Khan; Ling Shao 001 (AAAI, 2020)

Camouflaged Object Detection. - Deng-Ping Fan; Ge-Peng Ji; Guolei Sun; Ming-Ming Cheng; Jianbing Shen; Ling Shao 001 (CVPR, 2020)

Fixing Localization Errors to Improve Image Classification. - Guolei Sun; Salman H. Khan 001; Wen Li 001; Hisham Cholakkal; Fahad Shahbaz Khan; Luc Van Gool (ECCV (25), 2020)

Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation. - Guolei Sun; Wenguan Wang; Jifeng Dai; Luc Van Gool (ECCV (2), 2020)

LID 2020: The Learning from Imperfect Data Challenge Results. - Yunchao Wei; Shuai Zheng 001; Ming-Ming Cheng; Hang Zhao 021; Liwei Wang 001; Errui Ding; Yi Yang 001; Antonio Torralba 001; Ting Liu 012; Guolei Sun; Wenguan Wang; Luc Van Gool; et al. (CoRR, 2020)

CompositeTasking: Understanding Images by Spatial Composition of Tasks. - Nikola Popovic 001; Danda Pani Paudel; Thomas Probst; Guolei Sun; Luc Van Gool (CVPR, 2021)

Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution. - Jingyun Liang; Guolei Sun; Kai Zhang 008; Luc Van Gool; Radu Timofte (ICCV, 2021)

Task Switching Network for Multi-task Learning. - Guolei Sun; Thomas Probst; Danda Pani Paudel; Nikola Popovic 001; Menelaos Kanakis; Jagruti Patel; Dengxin Dai; Luc Van Gool (ICCV, 2021)

SwinIR: Image Restoration Using Swin Transformer. - Jingyun Liang; Jiezhang Cao; Guolei Sun; Kai Zhang 008; Luc Van Gool; Radu Timofte (ICCVW, 2021)

Boosting Crowd Counting with Transformers. - Guolei Sun; Yun Liu 011; Thomas Probst; Danda Pani Paudel; Nikola Popovic 001; Luc Van Gool (CoRR, 2021)

Transformer in Convolutional Neural Networks. - Yun Liu 011; Guolei Sun; Yu Qiu; Le Zhang 001; Ajad Chhatkuli; Luc Van Gool (CoRR, 2021)

Boosting Few-shot Semantic Segmentation with Transformers. - Guolei Sun; Yun Liu 011; Jingyun Liang; Luc Van Gool (CoRR, 2021)

Coarse-to-Fine Feature Mining for Video Semantic Segmentation. - Guolei Sun; Yun Liu 011; Henghui Ding; Thomas Probst; Luc Van Gool (CVPR, 2022)

Mining Relations Among Cross-Frame Affinities for Video Semantic Segmentation. - Guolei Sun; Yun Liu 011; Hao Tang 005; Ajad Chhatkuli; Le Zhang 001; Luc Van Gool (ECCV (34), 2022)

Towards Partial Supervision for Generic Object Counting in Natural Scenes. - Hisham Cholakkal; Guolei Sun; Salman H. Khan 001; Fahad Shahbaz Khan; Ling Shao 001; Luc Van Gool (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Temporal-aware Hierarchical Mask Classification for Video Semantic Segmentation. - Zhaochong An; Guolei Sun; Zongwei Wu; Hao Tang 005; Luc Van Gool (BMVC, 2023)

Indiscernible Object Counting in Underwater Scenes. - Guolei Sun; Zhaochong An; Yun Liu 011; Ce Liu 004; Christos Sakaridis; Deng-Ping Fan; Luc Van Gool (CVPR, 2023)

Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis. - Hao Tang 005; Xiaojuan Qi 001; Guolei Sun; Dan Xu 002; Nicu Sebe; Radu Timofte; Luc Van Gool (ICLR, 2023)

Object Segmentation by Mining Cross-Modal Semantics. - Zongwei Wu; Jingjing Wang; Zhuyun Zhou; Zhaochong An; Qiuping Jiang; Cédric Demonceaux; Guolei Sun; Radu Timofte (ACM Multimedia, 2023)

Edge Guided GANs With Multi-Scale Contrastive Learning for Semantic Image Synthesis. - Hao Tang 005; Guolei Sun; Nicu Sebe; Luc Van Gool (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Rethinking Few-shot 3D Point Cloud Semantic Segmentation. - Zhaochong An; Guolei Sun; Yun Liu 011; Fayao Liu; Zongwei Wu; Dan Wang; Luc Van Gool; Serge J. Belongie (CVPR, 2024)

Video Foundation Model for Medical 3D Segmentation. - Qi Ma; Guolei Sun; Guney I. Tombak; Shipra Jain; Niko Benjamin Huber; Luc Van Gool; Ender Konukoglu (ToothFairy/3DTeethLand/STS@MICCAI, 2024)

Global and Compact Video Context Embedding for Video Semantic Segmentation. - Lei Sun 009; Yun Liu 011; Guolei Sun; Min Wu 008; Zhijie Xu; Kaiwei Wang; Luc Van Gool (IEEE Access, 2024)

Self-Explainable Affordance Learning with Embodied Caption. - Zhipeng Zhang; Zhimin Wei; Guolei Sun; Peng Wang; Luc Van Gool (CoRR, 2024)

Towards a Generalist and Blind RGB-X Tracker. - Yuedong Tan; Zongwei Wu; Yuqian Fu; Zhuyun Zhou; Guolei Sun; Chao Ma 004; Danda Pani Paudel; Luc Van Gool; Radu Timofte (CoRR, 2024)

When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation. - Yuli Zhou; Guolei Sun; Yawei Li 001; Luca Benini; Ender Konukoglu (CoRR, 2024)

Advanced Attention Mechanisms for Dense Prediction. - Guolei Sun (2024)

Looking Beyond Single Images for Weakly Supervised Semantic Segmentation Learning. - Wenguan Wang; Guolei Sun; Luc Van Gool (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Vision Transformers with Hierarchical Attention. - Yun Liu 011; Yu-Huan Wu; Guolei Sun; Le Zhang 001; Ajad Chhatkuli; Luc Van Gool (Mach. Intell. Res., 2024)

Rethinking Global Context in Crowd Counting. - Guolei Sun; Yun Liu 011; Thomas Probst; Danda Pani Paudel; Nikola Popovic 001; Luc Van Gool (Mach. Intell. Res., 2024)

Learning Local and Global Temporal Contexts for Video Semantic Segmentation. - Guolei Sun; Yun Liu 011; Henghui Ding; Min Wu 008; Luc Van Gool (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation. - Shi-Feng Peng; Guolei Sun; Yong Li; Hongsong Wang; Guo-Sen Xie (AAAI, 2025)

Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model. - Zhaochong An; Guolei Sun; Yun Liu 011; Runjia Li; Junlin Han; Ender Konukoglu; Serge J. Belongie (CVPR, 2025)

Exploiting Temporal State Space Sharing for Video Semantic Segmentation. - Syed Ariff Syed Hesham; Yun Liu 011; Guolei Sun; Henghui Ding; Jing Yang; Ender Konukoglu; Xue Geng; Xudong Jiang 001 (CVPR, 2025)

Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation. - Zhaochong An; Guolei Sun; Yun Liu 011; Runjia Li; Min Wu 008; Ming-Ming Cheng; Ender Konukoglu; Serge J. Belongie (ICLR, 2025)

Towards Open-Vocabulary Video Semantic Segmentation. - Xinhao Li; Yun Liu 011; Guolei Sun; Min Wu 008; Le Zhang 001; Ce Zhu (IEEE Trans. Multim., 2025)

When SAM2 meets video camouflaged object segmentation: a comprehensive evaluation and adaptation. - Yuli Zhou; Guolei Sun; Yawei Li 001; Guo-Sen Xie; Luca Benini; Ender Konukoglu (Vis. Intell., 2025)

CamSAM2: Segment Anything Accurately in Camouflaged Videos. - Yuli Zhou; Guolei Sun; Yawei Li 001; Yuqian Fu; Luca Benini; Ender Konukoglu (CoRR, 2025)

A Comprehensive Survey on Video Scene Parsing:Advances, Challenges, and Prospects. - Guohuan Xie; Syed Ariff Syed Hesham; Wenya Guo; Bing Li 002; Ming-Ming Cheng; Guolei Sun; Yun Liu 011 (CoRR, 2025)

HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term Tracking. - Ruixiang Chen; Guolei Sun; Yawei Li 001; Jie Qin; Luca Benini (CoRR, 2025)

MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation. - Xinyu Liu 001; Guolei Sun; Cheng Wang; Yixuan Yuan; Ender Konukoglu (CoRR, 2025)

EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark. - Deheng Zhang; Yuqian Fu; Runyi Yang; Yang Miao; Tianwen Qian; Xu Zheng 002; Guolei Sun; Ajad Chhatkuli; Xuanjing Huang 001; Yu-Gang Jiang 001; Luc Van Gool; Danda Pani Paudel (CoRR, 2025)