Research Interests
Visual Frontiers & Generative Models
Building generative systems that matter to real users — from poster creation to generalized artistic generation and self-evolving image-generation agents.
Reward Modeling & Foundation
Designing reward models to align AI outputs with human aesthetic and functional standards, empowering foundation models with professional-grade design capabilities.
Beyond Synthesis: Diffusion Priors
Leveraging diffusion priors for tasks across restoration and perception, bridging the gap between synthesis and visual understanding.
Agents & Unified Reasoning
Advancing reasoning frontiers of unified models and visual understanding via tool-orchestrated agents that retrieve, reference, and self-evolve from visual experience.
News & Updates
- May 2026：🚀 Released GenEvolve! A self-evolving image-generation agent that orchestrates search, visual references, and generation tools through visual experience distillation.
- Feb. 2026：🎓 PosterOmni has been accepted by CVPR'2026.
- Feb. 2026：🎓 PosterReward has been accepted by CVPR'2026.
- Feb. 2026：🚀 Announcing the release of PosterOmni! One model for poster creation—unifying local edits and global design for generalized multi-task image/poster-to-poster generation.
✨ Your intelligent assistant for high-quality aesthetic poster creation! - Jan. 2026：🎓 PosterCraft has been accepted by ICLR'2026.
- Jun. 2025：🚀 Announcing the release of PosterCraft! A new framework for "Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework".
✨ From your prompts to high-quality aesthetic posters! - Jun. 2025：🎉 Luckily, GenHaze has been accepted by ICCV'2025.
- Apr. 2025：📄 Our comprehensive GPT-4o Image Generation Capabilities evaluation report is now available on arXiv!
- Feb. 2025：🎉 Fortunately, three papers have been accepted by CVPR'2025.
- Feb. 2025：🌟 I start to serve as a reviewer in NeurIPS'2025 and ICCV'2025.
- Jan. 2025：🏆 I start to serve as a reviewer in TIP.
- Dec. 2024：🎊 I start to serve as a reviewer in CVPR'2025 and ICML'2025.
- Dec. 2024：🚀 Serendipitously, four papers have been accepted by AAAI'2025.
- Sept. 2024：🎉 Luckily, one paper has been accepted by NeurIPS'2024.
- Jun. 2024：🌟 I start to serve as a reviewer in TITS.
- Aug. 2024：🌟 I start to serve as a reviewer in ICLR'2025.
- Jul. 2024：🚀 Fortunately, two papers have been accepted by ECCV'2024.
- Jun. 2024：🎉 Serendipitously, one paper has been accepted by MICCAI'2024.
- Jun. 2024：🌟 I start to serve as a reviewer in TCSVT.
- May 2024：🌟 I start to serve as a reviewer in NeurIPS'2024.
- Apr. 2024：🏆 Luckily, one paper has been accepted by CVPR'2024 as a Highlight.
- Nov. 2023：🎊 Serendipitously, one paper has been accepted by AAAI'2024.
- Aug. 2023：🚀 Serendipitously, one paper has been accepted by BMVC'2023.
- Jul. 2023：🎊 Luckily, four papers have been accepted by ACM MM'2023.
- Jul. 2023：🏆 To my good fortune, two papers have been accepted by ICCV'2023.
- Jul. 2023：🚀 I start to serve as a reviewer in TMM.
- Jun. 2023：🎊 I am awarded the honor of outstanding graduate from Jimei University.
- May 2023： One paper has been presented in Arxiv'2023 (Under review).
- Feb. 2023：🚀 Luckily, two papers are accepted to ICASSP'2023.
- Dec. 2022： One paper submits to Arxiv'2023 (Under review).
- Sept. 2022：🎊 Fortunately, one paper has been accepted by ACCV'2022.
- Sept. 2022： One paper has been submited to Arxiv'2023 (Under review).
- Jul. 2022：🌟 Fortunately, one paper has been accepted as an oral presentation by ECCV'2022.
- Jun. 2022：🎉 Serendipitously, one paper has been accepted by CVPRW'2022.
Academic Service & Awards
Program Committee / Reviewer:
Conference on Computer Vision and Pattern Recognition (CVPR'2026)
International Conference on Learning Representations (ICLR'2026)
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
International Conference on Computer Vision (ICCV'2025)
Conference on Neural Information Processing Systems (NeurIPS'2025)
IEEE Transactions on Image Processing (TIP)
International Conference on Machine Learning (ICML'2025)
Conference on Computer Vision and Pattern Recognition (CVPR'2025)
International Conference on Learning Representations (ICLR'2025)
IEEE Transactions on Intelligent Transportation Systems (TITS)
Conference on Neural Information Processing Systems (NeurIPS'2024)
European Conference on Computer Vision (ECCV'2024)
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
IEEE Transactions on Multimedia (TMM)
ACM Multimedia (ACM MM'2023 / 2024)
International Conference on Computer Vision (ICCV'2023)
International Conference on Robotics and Automation (ICRA'2023)
Asian Conference on Computer Vision (ACCV'2022)
Awards:
Educations & Experience
- Sept. 2024 – Present: PhD Student, The Hong Kong University of Science and Technology (Guangzhou)
- Aug. 2023 – Aug. 2024: Research Assistant, The Hong Kong University of Science and Technology (Guangzhou)
- Sept. 2019 – Jun. 2023: B.Eng., Jimei University