Hongjie Wu
Scholar

Hongjie Wu

Google Scholar ID: P63ofpoAAAAJ
PhD Candidate, Sichuan University
Deep LearningGenerative ModelsMachine Learning
Citations & Impact
All-time
Citations
185
 
H-index
7
 
i10-index
6
 
Publications
13
 
Co-authors
1
list available
Resume (English only)
Academic Achievements
  • Received several honors and awards, including the PhD Innovation Scholarship, NPIC Scholarship, Suzhou Industrial Park Scholarship, First-class Scholarship, The Academic Star of Graduate Students, Outstanding Graduate Students of Sichuan Province, and Top 10 Student Collectives of Sichuan University. Paper 'Enhancing Diffusion Model Stability for Image Restoration via Gradient Management' accepted to ACM Multimedia 2025. Also, serving as a Program Committee member for AAAI 2026.
Research Experience
  • Currently conducting research at Sichuan University and will be funded by the China Scholarship Council to conduct a one-year academic visit at the Centre for Frontier AI Research, A*STAR, Singapore, from October 2024 to September 2025, where he will collaborate with Dr. He Yang and Dr. Joey Tianyi Zhou.
Education
  • A third-year PhD student in the Data Intelligence and Computing Art Laboratory at the College of Computer Science, Sichuan University, and the Engineering Research Center of Machine Learning and Industry Intelligence, Education Ministry of China, under the guidance of Prof. Jiancheng Lv. Previously, collaborated closely with Prof. Shudong Huang.
Background
  • Research interests include generative models (with a focus on diffusion models), computer vision, and broad deep learning topics. Previously, conducted research on multi-modal representation learning and unsupervised learning.
Miscellany
  • Can be reached via email.