Yi Zhong, Haotong Qin, Xindong Zhang, Lei Zhang, Guolei Sun (2026). Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models. Advances in Neural Information Processing Systems (NeurIPS).
Syed Ariff Syed Hesham, Yun Liu, Guolei Sun, Jing Yang, Henghui Ding, Xue Geng, Xudong Jiang (2026). Evaluating SAM2 for Video Semantic Segmentation. Machine Intelligence Research (MIR).
Zhaochong An, Zirui Li, Mingqiao Ye, Feng Qiao, Jiaang Li, Zongwei Wu, Vishal Thengane, Chengzu Li, Lei Li, Luc Van Gool, Guolei Sun, Serge Belongie (2026). Video Understanding: From Geometry and Semantics to Unified Models. Machine Intelligence Research (MIR).
Syed Ariff Syed Hesham, Yun Liu, Guolei Sun, Jing Yang, Henghui Ding, Xue Geng, Xudong Jiang (2026). STAC: Selective Spatiotemporal Aggregation and Compression for Video Reasoning Segmentation. European Conference on Computer Vision (ECCV).
Jingyi Zhang, Guolei Sun, Yong Li, Hongsong Wang, Xiangbo Shu, Guo-Sen Xie (2026). Location Matters: Frequency-Spatial Dual-Space Adaptation for Cross-Domain Few-Shot Segmentation. IEEE Transactions on Image Processing (TIP).
Zhu, B., Fu, Y., Dong, Q., Sun, G., Qian, T., Wu, Y., Paudel, D. P., Fu, Y., & Xue, X. (2026). EgoSound: Benchmarking Sound Understanding in Egocentric Videos. In CVPR.
Guolei Sun, Xiaogang Cheng, Zhaochong An, Xiaokang Wang, Yun Liu, Deng-Ping Fan, Ming-Ming Cheng, Luc Van Gool (2026). RGB-D Indiscernible Object Counting in Underwater Scenes. International Journal of Computer Vision (IJCV).
Zhang, D., Fu, Y., Yang, R., Miao, Y., Qian, T., Zheng, X., Sun, G., Chhatkuli, A., Huang, X., Jiang, Y.-G., Van Gool, L., & Paudel, D. P. (2026). EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark. In ICLR.
Zhou, Y., Li, Y., Fu, Y., Benini, L., Konukoglu, E., & Sun, G. (2025). CamSAM2: Segment Anything Accurately in Camouflaged Videos. In NeurIPS.
Tan, Y., Wu, Z., Fu, Y., Zhou, Z., Sun, G., Zamfir, E., Ma, C., Paudel, D. P., Van Gool, L., & Timofte, R. (2025). XTrack: Multimodal Training Boosts RGB-X Video Object Trackers. In ICCV.
Fu, Y., Wang, R., Ren, B., Sun, G., Gong, B., Fu, Y., Paudel, D. P., Huang, X., & Van Gool, L. (2025). ObjectRelator: Enabling Cross-View Object Relation Understanding Across Ego-Centric and Exo-Centric Perspectives. In ICCV.
Xinyu Liu, Guolei Sun, Cheng Wang, Yixuan Yuan, Ender Konukoglu (2025). MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation. International Conference on Computer Vision (ICCV).
Syed Ariff Syed Hesham, Yun Liu, Guolei Sun, Henghui Ding, Jing Yang, Ender Konukoglu, Xue Geng, Xudong Jiang (2025). Exploiting Temporal State Space Sharing for Video Semantic Segmentation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
An, Z., Sun, G., Liu, Y., Li, R., Han, J., Konukoglu, E., & Belongie, S. (2025). Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model. In CVPR.
An, Z., Sun, G., Liu, Y., Li, R., Wu, M., Cheng, M.-M., Konukoglu, E., & Belongie, S. (2025). Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation. In ICLR.
Shi-Feng Peng, Guolei Sun, Yong Li, Hongsong Wang, Guo-Sen Xie (2025). SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation. AAAI Conference on Artificial Intelligence (AAAI).
Li, X., Liu, Y., Sun, G., Wu, M., Zhang, L., & Zhu, C. (2025). Towards Open-Vocabulary Video Semantic Segmentation. IEEE Transactions on Multimedia, 27, 2924–2934.
Zhaochong An, Guolei Sun, Yun Liu, Fayao Liu, Zongwei Wu, Dan Wang, Luc Van Gool, Serge Belongie (2024). Rethinking Few-shot 3D Point Cloud Semantic Segmentation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Sun, G., An, Z., Liu, Y., Liu, C., Sakaridis, C., Fan, D. P., & Van Gool, L. (2023). Indiscernible Object Counting in Underwater Scenes. In CVPR.
Tang, H., Sun, G., Sebe, N., & Van Gool, L. (2023). Edge Guided GANs With Multi-Scale Contrastive Learning for Semantic Image Synthesis. TPAMI.
Sun, G., Liu, Y., Tang, H., Chhatkuli, A., Zhang, L., & Van Gool, L. (2022). Mining relations among cross-frame affinities for video semantic segmentation. In ECCV.
Sun, G., Liu, Y., Ding, H., Probst, T., & Van Gool, L. (2022). Coarse-to-fine feature mining for video semantic segmentation. In CVPR.
Wang, W., Sun, G., & Van Gool, L. (2022). Looking beyond single images for weakly supervised semantic segmentation learning. TPAMI.
Liang, J., Cao, J., Sun, G., Zhang, K., Van Gool, L., & Timofte, R. (2021). Swinir: Image restoration using swin transformer. In ICCVW.
Sun, G., Probst, T., Paudel, D. P., Popović, N., Kanakis, M., Patel, J., ... & Van Gool, L. (2021). Task switching network for multi-task learning. In ICCV.
Liang, J., Sun, G., Zhang, K., Van Gool, L., & Timofte, R. (2021). Mutual affine network for spatially variant kernel estimation in blind image super-resolution. In ICCV.
Popovic, N., Paudel, D. P., Probst, T., Sun, G., & Van Gool, L. (2021). Compositetasking: Understanding images by spatial composition of tasks. In CVPR.
Cholakkal, H., Sun, G., Khan, S., Khan, F. S., Shao, L., & Van Gool, L. (2020). Towards partial supervision for generic object counting in natural scenes. TPAMI, 44(3), 1604-1622.
Sun, G., Wang, W., Dai, J., & Van Gool, L. (2020). Mining cross-image semantics for weakly supervised semantic segmentation. In ECCV.
Sun, G., Khan, S., Li, W., Cholakkal, H., Khan, F. S., & Van Gool, L. (2020). Fixing localization errors to improve image classification. In ECCV.
Fan, D. P., Ji, G. P., Sun, G., Cheng, M. M., Shen, J., & Shao, L. (2020). Camouflaged object detection. In CVPR.
Sun, G., Cholakkal, H., Khan, S., Khan, F., & Shao, L. (2020, April). Fine-grained recognition: Accounting for subtle differences between similar classes. In AAAI.
Cholakkal, H., Sun, G., Khan, F. S., & Shao, L. (2019). Object counting and instance segmentation with image-level supervision. In CVPR.
Waqas Zamir, S., Arora, A., Gupta, A., Khan, S., Sun, G., Shahbaz Khan, F., ... & Bai, X. (2019). isaid: A large-scale dataset for instance segmentation in aerial images. In CVPRW.