上海交通大学长聘教轨助理教授，曾入选第十届中国科协青年人才托举工程、2023年CCF博士学位论文激励计划、2023年上海交通大学优秀博士论文、2022年CCF-CV学术新锐学者奖，并于2023/2024 连续两年入选斯坦福大学评选的全球前2%顶尖科学家榜单和2024年爱思唯尔中国高被引学者名单。主要研究方向为基础视觉，聚焦于多模态大模型、自动驾驶和遥感影像解译。在TPAMI/IJCV/CVPR/ NeurIPS等CCF-A类期刊和会议上发表40余篇论文，其中第一/通信作者24篇，包含一篇Paper Digest最具影响力AAAI21论文榜首，谷歌学术引用近8000次，任ICLR领域主席。主导开发MMRotate、JDet、AlphaRotate等有向目标工具，相关开源代码在社区累计收获点赞约 1 万余次。

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2019-2023：上海交通大学计算机系，博士

2016-2019：中国科学院大学，硕士

2025-至今：上海交通大学，长聘教轨助理教授

2023-2025：上海人工智能实验室，青年研究员

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)

[1]. 上海交大-华为 Explore X 基金项目，2025-2027，主持

[2]. 企业合作项目, 面向端到端自动驾驶的前沿算法闭环评测基准构建, 2025, 主持