| Apr, 2026 |
I successfully defended my Ph.D. dissertation titled “Inference Optimization Methods for Diffusion Models in Image Restoration” 🎓. This marks the conclusion to my student journey. I am deeply grateful for all the support along the way. 🙏✨
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| Apr, 2026 |
Served as a reviewer for CVPR 2026, ECCV 2026, ACM MM 2026, and NeurIPS 2026 📝🔍.
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| Nov, 2025 |
Invited to give a talk at Sichuan University, where I shared my experiences and insights on CSC-sponsored overseas study and exchange opportunities. 🎤
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| Oct, 2025 |
I am deeply honored to be awarded the PhD Innovation Scholarship and recognized as one of the Outstanding Graduate Students of Sichuan Province 🏅🌟!
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| Oct, 2025 |
I have completed my one-year academic visit and joint training at the CFAR, A*STAR, Singapore. I would like to express my sincere gratitude to Dr. He Yang and Dr. Joey Tianyi Zhou for their invaluable guidance and support during this year. ✨
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| Sep, 2025 |
Our paper ICCR-Diff for Craniofacial Reconstruction has been accepted to Knowledge-Based Systems 🎉! The code is available at: https://github.com/mqzhang2024/ICCR.
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| Aug, 2025 |
The code for our paper SPGD is now available: https://github.com/74587887/SPGD.
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| Jul, 2025 |
I will serve as a Program Committee member for AAAI 2026.
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| Jul, 2025 |
Our paper SPGD Enhancing Diffusion Model Stability for Image Restoration via Gradient Management has been accepted to ACM Multimedia 2025.
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| May, 2025 |
I have been awarded the Suzhou Industrial Park Scholarship.
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| Oct, 2024 |
I 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 I will be collaborating with Dr. He Yang and Dr. Joey Tianyi Zhou.
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| Jul, 2024 |
Our paper Diffusion Posterior Proximal Sampling for Image Restoration has been accepted to ACM Multimedia 2024 and selected as an Oral presentation.
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| Jul, 2024 |
Our paper Self-Supervised Domain Adaptation with Significance-Oriented Masking for Pelvic Organ Prolapse Detection has been accepted to Pattern Recognition Letters.
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| Jun, 2024 |
Our paper Euclidean Distance Is Not Your Swiss Army Knife has been accepted to IEEE TKDE.
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| May, 2024 |
I led the DICALAB graduate students in winning the Top 10 Student Collectives (十佳学生集体) award of Sichuan University in 2024.
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| Apr, 2024 |
Our skull-based facial reconstruction project was reported by CCTV-1, CCTV-7, and CCTV-13. I was lucky to make an appearance. 
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