Bio
Research areas: Computer Vision
Google Scholar: link
I am a tenure-track faculty member at INSAIT, in Sofia, Bulgaria, where I lead a group working on visual cognition and intelligence. My research interests include visual perception, visual processing, visual generation, and visual reasoning.
Before joining INSAIT, I received my Ph.D. from the School of Electrical and Computer Engineering at the University of Sydney in 2024, under the supervision of Prof. Wanli Ouyang and Prof. Luping Zhou. Prior to that, I obtained my Bachelor’s degree in Computer Science and Engineering from The Chinese University of Hong Kong, Shenzhen (CUHKSZ) in 2020. I work closely with Prof. Chao Dong and Prof. Junhua Zhao. I have also completed internships at the Multimedia Laboratory, SenseTime Research, and Tencent PCG Applied Research Center.
Links: Google Scholar / CV / GitHub / LinkedIn / bilibili / twitter
Publications
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Hugging Carbon: Quantifying the Training Carbon Emissions of AI Models at Scale
2026 · International Conference on Machine Learning (ICML 2026)
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Evaluating Parameter Efficient Methods for RLVR
2026 · International Conference on Machine Learning (ICML 2026)
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Enhanced Latent-Space Adversarial Training for Super-Resolution
2026 · International Conference on Machine Learning (ICML 2026)
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EngiAgent: Fully Connected Coordination of LLM Agents for Solving Open-ended Engineering Problems with Feasible Solutions
2026 · International Conference on Machine Learning (ICML 2026)
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EngiBench: A Benchmark for Evaluating Large Language Models on Engineering Problem Solving
2026 · Annual Meeting of the Association for Computational Linguistics (ACL 2026) Findings
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PhotoFramer: Multi-modal Image Composition Instruction
2026 · IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026)
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Intelligent Photo Retouching with Language Model-Based Artist Agents
2026 · IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026) Findings
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How Far Have We Gone in Generative Image Restoration? A Study on Its Capability, Limitations and Evaluation Practices
2026 · IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026) Findings
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Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining
2026 · Pattern Recognition (2026)
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Density-Aware Video Desnowing with Robust Alignment on a Large-Scale Dataset
2026 · IEEE Transactions on Multimedia (TMM 2026)
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Harnessing Diffusion-Yielded Score Priors for Image Restoration
2025 · ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia 2025)