Yu-Cheng Chou
Scholar

Yu-Cheng Chou

Google Scholar ID: YVNRBTcAAAAJ
Johns Hopkins University
MLLMReinforcement LearningComputer Vision
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
711
 
H-index
8
 
i10-index
8
 
Publications
15
 
Co-authors
5
list available
Contact
CVOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
8 items
Generative Adversarial Reasoner: Enhancing LLM Reasoning with Adversarial Reinforcement Learning
2025
Cited
0
Captain Safari: A World Engine
2025
Cited
0
Perceptual Taxonomy: Evaluating and Guiding Hierarchical Scene Reasoning in Vision-Language Models
2025
Cited
0
Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models
2025
Cited
0
SpatialReasoner: Towards Explicit and Generalizable 3D Spatial Reasoning
2025
Cited
0
Ultrasound Image Synthesis Using Generative AI for Lung Ultrasound Detection
2025
Cited
0
ScaleMAI: Accelerating the Development of Trusted Datasets and AI Models
2025
Cited
1
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
arXiv.org · 2024
Cited
2
Resume (English only)
Academic Achievements
  • Two papers (SpatialReasoner and VLV) accepted to NeurIPS 2025
  • Paper 3DSRBench accepted to ICCV 2025
  • Paper Touchstone Benchmark accepted to NeurIPS 2024
  • Paper accepted to MICCAI 2024
  • Paper accepted to MICCAI 2023
  • Paper DGNet accepted to MIR 2023
  • Paper PNS+ accepted to MIR 2022
  • Paper PNS-Net early accepted to MICCAI 2021 with Student Travel Award (5.8%)
  • First Prize for Outstanding Academic College Students – China Computer Federation (CCF), June 2022
Research Experience
  • Research Intern at Philips Research (2024)
  • Research Intern at Johns Hopkins University (2023)
  • Research Intern at Microsoft Research Asia (2022)
  • Research Intern at Tencent Wesure (2021)
  • Research Intern at Kuaishou (2020)
Co-authors
5 total
Deng-Ping Fan (范登平)
Deng-Ping Fan (范登平)
Professor, Nankai University
Ge-Peng Ji
Ge-Peng Ji
Australian National University
Alan Yuille
Alan Yuille
Professor of Cognitive Science and Computer Science, Johns Hopkins University
Luc Van Gool
Luc Van Gool
professor computer vision INSAIT Sofia University, em. KU Leuven, em. ETHZ, Toyota Lab TRACE
Zongwei Zhou
Zongwei Zhou
Assistant Research Professor, Johns Hopkins University