Jinpeng Chen
Scholar

Jinpeng Chen

Google Scholar ID: HdnFJ5kAAAAJ
City University of Hong Kong
Continual LearningMultimodal Large Language Model
Citations & Impact
All-time
Citations
102
 
H-index
5
 
i10-index
4
 
Publications
11
 
Co-authors
5
list available
Resume (English only)
Academic Achievements
  • First-authored paper accepted at ICML 2025: 'SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning'
  • First-authored paper published in IEEE TPAMI 2025: 'Replay without saving: Prototype derivation and distribution rebalance for class-incremental semantic segmentation'
  • First-authored paper accepted at ECCV 2024: 'Strike a balance in continual panoptic segmentation'
  • First-authored paper published in IEEE Transactions on Cybernetics 2024: 'KepSalinst: Using peripheral points to delineate salient instances'
  • First-authored paper accepted at NeurIPS 2023: 'Saving 100x storage: Prototype replay for reconstructing training sample distribution in class-incremental semantic segmentation'
  • Co-authored multiple papers in venues including Pattern Recognition, IEEE TMM, ACM MM, and IEEE TCSVT