Jierun Chen
Scholar

Jierun Chen

Google Scholar ID: 8rPHNOsAAAAJ
HKUST
Multi-modal ModelsLarge Language ModelsEfficient AI
Citations & Impact
All-time
Citations
2,354
 
H-index
7
 
i10-index
6
 
Publications
14
 
Co-authors
14
list available
Resume (English only)
Academic Achievements
  • CVPR 2025: Proposed SnapGen—the first mobile-deployable text-to-image model (379M) generating 1024x1024 images in 1.4s with GenEval score of 0.66
  • CVPR Workshop BEAM 2025: Cleaned standard REC benchmarks and introduced Ref-L4, a new benchmark for referring expression comprehension in the LMM era
  • NeurIPS 2024: Introduced AsCAN—a hybrid network with asymmetric convolution-attention blocks for efficient recognition and generation
  • ICDE 2024: Proposed TASFAR, a target-agnostic source-free domain adaptation method for regression tasks
  • CVPR 2023: Developed PConv (Partial Convolution) and FasterNet, a latency-efficient architecture family
  • ICDE 2023: Built a semi-supervised geofencing system using ambient RF signals for applications like elderly care and pandemic control
  • Preprint 2023: Proposed StableKD—a stable and data-efficient knowledge distillation framework
  • Pacific Graphics 2023: Proposed CP-NeRF for cross-scene novel view synthesis with a single unified NeRF
  • ICDCS 2023: Designed FIS-ONE, a floor identification system requiring only one labeled RF sample