Academic Portfolio

Mengdi Shi

Research at the intersection of computer vision and AI for science, with work in robust perception, medical robotics, and molecular property prediction.

Welcome to my personal web page! I hold a Master’s degree in Mathematics from Harbin Institute of Technology (Shenzhen). Prior to that, I received my B.S. degree in Information and Computing Science from Fuzhou University in 2022. My research lies at the intersection of Computer Vision and AI for Science. I have a strong interest in robust perception (specifically 3D human pose estimation), medical robotics, and molecular property prediction. My recent work on PICFormer was accepted by ICASSP, and I serve as a reviewer for top-tier AI conferences including NeurIPS, ICML, and AAAI. Currently, I am actively seeking PhD opportunities or R&D roles in industry starting in 2026.

News and Highlights

  • 🎓 [2026/03] Received M.S. degree in Mathematics from Harbin Institute of Technology (Shenzhen)
  • 🏆 [2026/01] Gold Award in Bohr + SciMaster AI Research Agent Development Competition (Vertical Domain Track) for NexusNMR project in Shanghai!
  • 🎉 [2025/12] Paper “PICFormer: Perception-Inference-Consistency Loop for Occluded 3D Pose Estimation” accepted by ICASSP 2026 (CCF-B)!
  • 🎤 [2025/12] Invited talk at DP Technology Annual Conference in Beijing
  • 🎤 [2025/10] Invited talk at Agent OpenDay: “NexusNMR: AI破解ssNMR难题” (Bohr + SciMaster AI Research Agent Competition) in Shenzhen
  • 📄 [2025] Paper on DCT-Based Robotic-Assisted Photoacoustic Tomography published in IEEE Transactions on Robotics (SCI Q1 Top)
  • 🏅 [2025] Honored as “Heilongjiang Province Outstanding Student (黑龙江三好学生)”
  • 🏅 [2024/2025] HIT Outstanding Student & May Fourth Outstanding League Member
  • 🥈 [2024] Second Prize in Olympic Mathematics Invitational Competition, China (Macau)
  • 🎓 [2022/06] Received B.S. degree in Information and Computing Science from Fuzhou University

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