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北京大学计算机研究所多媒体信息处理研究室
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北京大学多媒体信息处理研究室：新闻



许 煌 标  [English Version]




实习生

多媒体信息处理研究室

北京大学王选计算机研究所

北京市海淀区 中关村北大街128号，100080

huangbiaoxu.chn@gmail.com
















研究方向

  • 人体动作分析、视频内容理解

教育经历

  • 博士 福州大学计算机与大数据学院 计算机科学与技术 2023.09-至今
  • 硕士 福州大学计算机与大数据学院 人工智能 2021.09-2023.06
  • 本科 福州大学数学与计算机科学学院 计算机科学与技术 2017.09-2021.06

奖励荣誉

  • 2025 中国科协青年科技人才培育工程博士生专项计划
  • 2025 国家奖学金
  • 2023 第十九届全国研究生数学建模竞赛国家一等奖
  • 2023 第十三届海峡两岸信息服务创新大赛二等奖
  • 2022 第十二届海峡两岸信息服务创新大赛二等奖
  • 2022 第九届福建省“互联网+”创新创业大赛铜奖
  • 2022 高校专业新星挑战大赛省级三等奖
  • 2017-2021 国家励志奖学金、福建省青年志愿服务者

发表论文

     一作论文：
  1. Huangbiao Xu, Huanqi Wu, Xiao Ke* and Yuxin Peng*, "LIMSSR: LLM-Driven Sequence-to-Score Reasoning under Training-Time Incomplete Multimodal Observations", Forty-Third International Conference on Machine Learning (ICML), Seoul, South Korea, Jul. 06-11, 2026. (Spotlight, 2.2%) (Accept)
     北大之前论文：
  1. Yaru Su, Chaowei Huang, Huangbiao Xu and Xiao Ke*, "LaRA-Fusion: Latent-Robust Adaptation via Dual-Loop Constraints for Infrared and Visible Image Fusion", Forty-Third International Conference on Machine Learning (ICML), Seoul, South Korea, Jul. 06-11, 2026. (Accept)
  2. Huangbiao Xu, Huanqi Wu, Xiao Ke*, Junyi Wu, Rui Xu, Jinglin Xu, "MCMoE: Completing Missing Modalities with Mixture of Experts for Incomplete Multimodal Action Quality Assessment", 40th AAAI Conference on Artificial Intelligence (AAAI), Singapore, Jan. 20-27, 2026.
  3. Huanqi Wu†, Huangbiao Xu† and Xiao Ke*, "The Devil in the Stego Image: Far from Being Usable in Real-World Scenarios", The 33rd ACM International Conference on Multimedia (ACM MM), Dublin, Ireland, Oct. 27-31, 2025.
  4. Yuezhou Li, Yuzhen Niu*, Huangbiao Xu, Hui Da, Rui Xu and Wenxi Liu, "IPCMoE: Integrating Perceptual Cues with Mixture-of-Experts for Joint Low-Light Image Enhancement and Deblurring", The 33rd ACM International Conference on Multimedia (ACM MM), Dublin, Ireland, Oct. 27-31, 2025.
  5. Huangbiao Xu, Xiao Ke*, Huanqi Wu, Rui Xu, Yuezhou Li and Wenzhong Guo, "Language-Guided Audio-Visual Learning for Long-Term Sports Assessment", 38th IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), Nashville, TN, USA, June 11-15, 2025.
  6. Rui Xu, Yuzhen Niu*, Yuezhou Li, Huangbiao Xu, Wenxi Liu and Yuzhong Chen, "URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration", 38th IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), Nashville, TN, USA, June 11-15, 2025.
  7. Huangbiao Xu, Xiao Ke*, Huanqi Wu, Rui Xu, Yuezhou Li, Peirong Xu and Wenzhong Guo, "DanceFix: An Exploration in Group Dance Neatness Assessment through Fixing Abnormal Challenges of Human Pose", 39th AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, PA, USA, Feb. 25-Mar. 4, 2025.
  8. Huangbiao Xu, Huanqi Wu, Xiao Ke*, Yuezhou Li, Rui Xu and Wenzhong Guo, "Quality-Guided Vision-Language Learning for Long-Term Action Quality Assessment", IEEE Transactions on Multimedia (TMM), 2025.
  9. Xinyi Lai, Xiao Ke*, Huangbiao Xu, Shanghui Wu and Wenzhong Guo, "MSP: Multimodal Self-Attention Prompt Learning", IEEE Transactions on Image Processing (TIP), 2025.
  10. Chaowei Huang, Yaru Su, Huangbiao Xu and Xiao Ke*, "Progressive Modality-Adaptive Interactive Network for Multi-Modality Image Fusion", Thirty-Fourth International Joint Conference on Artificial Intelligence (IJCAI), Montreal, Canada, Aug. 16-22, 2025.
  11. Yuzhen Niu, Xiaofeng Lin, Huangbiao Xu, Rui Xu and Yuzhong Chen*, "Collaboratively enhanced and integrated detail-context information for low-light image enhancement", Pattern Recognition (PR), 2025.
  12. Huangbiao Xu, Xiao Ke*, Yuezhou Li, Rui Xu, Huanqi Wu, Xiaofeng Lin and Wenzhong Guo, "Vision-Language Action Knowledge Learning for Semantic-Aware Action Quality Assessment", 18th European Conference on Computer Vision (ECCV), Milan, Italy, Sep. 29-Oct. 4, 2024.
  13. Xiao Ke, Huangbiao Xu*, Xiaofeng Lin and Wenzhong Guo, "Two-Path Target-Aware Contrastive Regression for Action Quality Assessment", Information Sciences (Inf. Sci.), 2024.
  14. Rui Xu, Yuezhou Li*, Yuzhen Niu, Huangbiao Xu, Yuzhong Chen and Tiesong Zhao, "Bilateral Interaction for Local-Global Collaborative Perception in Low-Light Image Enhancement", IEEE Transactions on Multimedia (TMM), 2024.

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北京大学王选计算机研究所多媒体信息处理研究室