代表成果
1. Yi Yu*, Xue Yang* (共同一作), Yansheng Li, Zhenjun Han, Feipeng Da, Junchi Yan. Wholly-WOOD: Wholly Leveraging Diversified-quality Labels for Weakly-supervised Oriented Object Detection. TPAMI 2025 (CCF-A)
2. Yansheng Li, Linlin Wang, Tingzhu Wang, Xue Yang (通信作者), Junwei Luo, Qi Wang, Youming Deng, Wenbin Wang, Xian Sun, Haifeng Li, Bo Dang, Yongjun Zhang, Yi Yu, Junchi Yan. STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery. TPAMI 2025 (CCF-A)
3. Xue Yang, Junchi Yan, Wenlong Liao, Xiaokang Yang, Jin Tang, Tao He. SCRDet++: Detecting Small, Cluttered and Rotated Objects via Instance-Level Feature Denoising and Rotation Loss Smoothing. TPAMI 2023 (CCF-A) (ESI高被引论文)
4. Xue Yang, Gefan Zhang, Xiaojiang Yang, Yue Zhou, Wentao Wang, Jin Tang, Tao He, Junchi Yan. Detecting Rotated Objects as Gaussian Distributions and Its 3-D Generalization. TPAMI 2023 (CCF-A) (ESI高被引论文)
5. Xue Yang, Junchi Yan. On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited. IJCV 2022 (CCF-A) (ESI高被引论文)
6. Gen Luo*, Xue Yang* (共同一作), Wenhan Dou*, Zhaokai Wang*, Jifeng Dai, Yu Qiao, Xizhou Zhu. Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training. CVPR 2025 (CCF-A)
7. Dongshuo Yin, Leiyi Hu, Bin Li, Youqun Zhang, Xue Yang (通信作者). 5%>100% Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks. CVPR 2025 (CCF-A)
8. Yi Yu, Botao Ren, Peiyuan Zhang, Mingxin Liu, Junwei Luo, Shaofeng Zhang, Feipeng Da, Junchi Yan, Xue Yang (通信作者). Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances. CVPR 2025 (CCF-A)
9. Xizhou Zhu*, Xue Yang* (共同一作), Zhaokai Wang*, Hao Li, Wenhan Dou, Junqi Ge, Lewei Lu, Yu Qiao, Jifeng Dai. Parameter-Inverted Image Pyramid Networks. NeurIPS 2024 (CCF-A, Spotlight)
10. Jiaqing Zhang, Mingxiang Cao, Jie Lei, Weiying Xie†, Daixun Li , Wenbo Huang, Yunsong Li, Xue Yang† (共同通信). E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection. NeurIPS 2024 (CCF-A, Oral)
11. Hao Li*, Xue Yang* (共同一作), Zhaokai Wang*, Xizhou Zhu, Jie Zhou, Yu Qiao, Xiaogang Wang, Hongsheng Li, Lewei Lu, Jifeng Dai. Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft. CVPR 2024 (CCF-A)
12. Botao Ren*, Xue Yang* (共同一作), Yi Yu, Junwei Luo, Zhida Deng. Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection. ICLR 2025 (清华A)
13. Yi Yu*, Xue Yang* (共同一作), Qingyun Li, Feipeng Da, Jifeng Dai, Yu Qiao, Junchi Yan. Point2RBox: Combine Knowledge from Synthetic Visual Patterns for End-to-end Oriented Object Detection with Single Point Supervision. CVPR 2024 (CCF-A)
14. Xue Yang, Yue Zhou, Junchi Yan. AlphaRotate: A Rotation Detection Benchmark using TensorFlow. ICASSP, 2024 (CCF-B)
15. Yi Yu*, Xue Yang* (共同一作), Qingyun Li, Yue Zhou, Gefan Zhang, Feipeng Da, Junchi Yan. H2RBox-v2: Incorporating Symmetry for Boosting Horizontal Box Supervised Oriented Object Detection. NeurIPS 2023 (CCF-A)
16. Xue Yang, Gefan Zhang, Wentong Li, Xuehui Wang, Yue Zhou, Junchi Yan. H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection. ICLR 2023 (清华A)
17. Xue Yang, Yue Zhou, Gefan Zhang, Jirui Yang, Wentao Wang, Junchi Yan, Xiaopeng Zhang, Qi Tian. The KFIoU Loss for Rotated Object Detection. ICLR 2023 (清华A)
18. Yue Zhou*, Xue Yang* (共同一作), Gefan Zhang, Jiabao Wang, Yanyi Liu, Liping Hou, Xue Jiang, Xingzhao Liu, Junchi Yan, Chengqi Lyu, Wenwei Zhang, Kai Chen. MMRotate: A Rotated Object Detection Benchmark using PyTorch. ACM MM 2022 (CCF-A, Oral)
19. Xue Yang, Xiaojiang Yang, Jirui Yang, Qi Ming, Wentao Wang, Qi Tian, Junchi Yan. Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence. NeurIPS 2021 (CCF-A)
20. Xue Yang, Junchi Yan, Qi Ming, Wentao Wang, Xiaopeng Zhang, Qi Tian. Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss. ICML 2021 (CCF-A)
21. Xue Yang, Liping Hou, Yue Zhou, Wentao Wang, Junchi Yan. Dense Label Encoding for Boundary Discontinuity Free Rotation Detection. CVPR 2021 (CCF-A)
22. Xue Yang, Junchi Yan, Ziming Feng, Tao He. R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object. AAAI 2021 (CCF-A) (入选Paper Digest评选的最具影响力的AAAI'21论文第1名)
23. Xue Yang, Junchi Yan. Arbitrary-Oriented Object Detection with Circular Smooth Label. ECCV 2020 (CCF-B, 清华A)
24. Xue Yang, Jirui Yang, Junchi Yan, Yue Zhang, Tengfei Zhang, Zhi Guo, Sun Xian, Kun Fu. SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects. ICCV 2019 (CCF-A)
25. Xue Yang, Hao Sun, Kun Fu, Jirui Yang, Xian Sun, Menglong Yan, Zhi Guo. Automatic Ship Detection in Remote Sensing Images from Google Earth of Complex Scenes Based on Multiscale Rotation Dense Feature Pyramid Networks. Remote Sensing, 2018 (ESI高被引论文)
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