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Hulingxiao   He  [中文版]



Ph.D. Candidate (Supervisor: Prof. Yuxin Peng)

Multimedia Information Processing Lab

Wangxuan Institute of Computer Technology

Peking University

No. 128, Zhong-Guan-Cun North Street

Beijing 100080, China

E-mail: hehulingxiao@stu.pku.edu.cn
















Research Directions

  • Fine-graind large multi-modal models

Education

  • Ph.D. Candidate, Computer Science and Technology (Intelligence Science and Technology), Wangxuan Institute of Computer Technology, Peking University, 2023 - Now
  • B.S., Automation (teaching in English), School of Automation, Beijing Institute of Technology, 2019-2023
  • Double Bachelor Degree of Business Administration, School of Management and Economics, Beijing Institute of Technology, 2020-Now

Awards

  • 2023     Outstanding Graduate in Beijing Institute of Technology
  • 2022     Outstanding League Cadres
  • 2021     National Scholarship
  • 2021     Pacemaker to Merit Student in Beijing Institute of Technology
  • 2021     Finalist Award in Mathematical Contest in Modeling
  • 2021     First Prize in the Beijing Division in Contemporary Undergraduate Mathematical Contest in Modeling
  • 2021     National Winner Award in HUAWEI Cloud AI competition - Unmanned Vehicle Challenge Cup

Publication

  1. Hulingxiao He, Geng Li, Zijun Geng, Jinglin Xu and Yuxin Peng*, "Analyzing and Boosting the Power of Fine-Grained Visual Recognition for Multi-modal Large Language Models", The Thirteenth International Conference on Learning Representations (ICLR), Singapore, Apr. 24-28, 2025. (Accept)【pdf】【source code】【model】【机器之心报道】
  2. Hulingxiao He, Yaqi Zhang, Jinglin Xu and Yuxin Peng*, "CountMamba: Exploring Multi-directional Selective State-Space Models for Plant Counting", The 7th Chinese Conference on Pattern Recognition and Computer Vision (PRCV), Urumqi, China, Oct. 18-20, 2024. 【pdf】
  3. Hulingxiao He, Xiangteng He*, Yuxin Peng, Zifei Shan and Xin Su, "Firzen: Firing Strict Cold-Start Items with Frozen Heterogeneous and Homogeneous Graphs for Recommendation", 40th IEEE International Conference on Data Engineering (ICDE), Utrecht, Netherlands, May 13 - 16th, 2024.【pdf】【source code】
  4. Hulingxiao He, Wu Yuan, Yidian Huang, Shilong Zhao, Wen Yuan and Hanqing Li, "Learning Unified Representations for Multi-Resolution Face Recognition", 34th British Machine Vision Conference (BMVC), Aberdeen, UK, Nov.20 - 24, 2023. 【pdf】【source code】

Personal Interests

  • Classical Guitar
  • Calligraphy
  • Hiking

北京大学王选计算机研究所多媒体信息处理研究室