Junjie Hu
Scholar

Junjie Hu

Google Scholar ID: T3NJS_kAAAAJ
Sichuan University
medical image analysisradiotherapy inverse optimization
Citations & Impact
All-time
Citations
1,334
 
H-index
14
 
i10-index
20
 
Publications
20
 
Co-authors
10
list available
Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • - Published over 30 papers in international journals and conferences.
  • - September 2025, student Kailin He represented the group and won 2nd place in the TrackRAD Grand Challenge.
  • - June 2025, paper “A Dual-resolution Cooperative Evolutionary Algorithm for Multi-objective IMRT Inverse Planning” received the Best Student Paper Award at the 2025 IEEE Congress on Evolutionary Computation.
Research Experience
  • Currently an Associate Professor at the College of Computer Science in Sichuan University.
Education
  • Received Ph.D. from Sichuan University under the supervision of Professor Zhang Yi (章毅).
Background
  • Associate Professor at the College of Computer Science in Sichuan University. Research interests are centered on artificial intelligence and its applications in the medical field, with a particular focus on radiotherapy. Specific areas of expertise include medical image analysis and fully automated radiotherapy treatment planning.
Miscellany
  • Open-sourced three projects based on Jittor:
  • - Jittor-NODE: A Jittor-based fixed-step solver for Neural ODEs, including support for the nmODE variant.
  • - Jittor-SimplTrans: A simplified and efficient Transformer variant designed to improve accuracy and computational cost.
  • - Jittor-AugmentBN: An enhanced Batch Normalization variant for training with small batch sizes.