Home on Tian YE@HKUST,Guangzhou https://owen718.github.io/ Recent content in Home on Tian YE@HKUST,Guangzhou Hugo -- 0.146.0 en Fri, 20 Mar 2026 23:08:56 +0800 Building Real-Time Editing on FLUX2: Inference Acceleration and Distillation with Reinforcement Learning (Preview) https://owen718.github.io/blogs/realtime-editing-on-flux2/ Fri, 20 Mar 2026 23:08:56 +0800 https://owen718.github.io/blogs/realtime-editing-on-flux2/ A preview of a FLUX2 real-time editing stack covering inference acceleration, causal-editing distillation, and DMDR with an editing reward. UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios https://owen718.github.io/pubs/36-2026-arxiv-ultraflux/ Sat, 21 Feb 2026 00:00:00 +0000 https://owen718.github.io/pubs/36-2026-arxiv-ultraflux/ PosterOmni: Generalized Artistic Poster Creation via Task Distillation and Unified Reward Feedback https://owen718.github.io/pubs/39-2026-cvpr-posteromni/ Fri, 20 Feb 2026 00:00:00 +0000 https://owen718.github.io/pubs/39-2026-cvpr-posteromni/ PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework https://owen718.github.io/pubs/40-2026-iclr-postercraft/ Thu, 15 Jan 2026 00:00:00 +0000 https://owen718.github.io/pubs/40-2026-iclr-postercraft/ Improved and Accelerated Text-to-Image Generation with Collect, Reflect, and Refine https://owen718.github.io/pubs/41-2026-tpami-collect-reflect-refine/ Thu, 01 Jan 2026 00:00:00 +0000 https://owen718.github.io/pubs/41-2026-tpami-collect-reflect-refine/ EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing https://owen718.github.io/pubs/35-2026-arxiv-editmgt/ Fri, 12 Dec 2025 00:00:00 +0000 https://owen718.github.io/pubs/35-2026-arxiv-editmgt/ LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer https://owen718.github.io/pubs/27-2026-arxiv-lucidflux/ Fri, 26 Sep 2025 00:00:00 +0000 https://owen718.github.io/pubs/27-2026-arxiv-lucidflux/ AuroraLong: Bringing RNNs Back to Efficient Open-Ended Video Understanding https://owen718.github.io/pubs/01-2025-cvpr-auroralong/ Sun, 01 Jun 2025 00:00:00 +0000 https://owen718.github.io/pubs/01-2025-cvpr-auroralong/ Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine https://owen718.github.io/pubs/03-2025-cvpr-detect-any-mirrors/ Sun, 01 Jun 2025 00:00:00 +0000 https://owen718.github.io/pubs/03-2025-cvpr-detect-any-mirrors/ Posta: A Go-To Framework for Customized Artistic Poster Generation https://owen718.github.io/pubs/02-2025-cvpr-posta/ Sun, 01 Jun 2025 00:00:00 +0000 https://owen718.github.io/pubs/02-2025-cvpr-posta/ SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization https://owen718.github.io/pubs/04-2025-cvpr-snowmaster/ Sun, 01 Jun 2025 00:00:00 +0000 https://owen718.github.io/pubs/04-2025-cvpr-snowmaster/ GenHaze: Pioneering Controllable One-Step Realistic Haze Generation for Real-World Dehazing https://owen718.github.io/pubs/06-2025-iccv-genhaze/ Thu, 01 May 2025 00:00:00 +0000 https://owen718.github.io/pubs/06-2025-iccv-genhaze/ GlassWizard: Harvesting Diffusion Priors for Glass Surface Detection https://owen718.github.io/pubs/05-2025-iccv-glasswizard/ Thu, 01 May 2025 00:00:00 +0000 https://owen718.github.io/pubs/05-2025-iccv-glasswizard/ MagicInfinite: Generating Infinite Talking Videos with Your Words and Voice https://owen718.github.io/pubs/38-2025-techreport-magicinfinite/ Tue, 01 Apr 2025 00:00:00 +0000 https://owen718.github.io/pubs/38-2025-techreport-magicinfinite/ Technical report for Hedra Inc.’s Character-3 model. MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis https://owen718.github.io/pubs/37-2025-techreport-magicdistillation/ Mon, 17 Mar 2025 00:00:00 +0000 https://owen718.github.io/pubs/37-2025-techreport-magicdistillation/ Acceleration technique and foundational image-to-video model work for Hedra Inc.’s Character-3. AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement https://owen718.github.io/pubs/12-2025-aglldiff/ Sat, 01 Feb 2025 00:00:00 +0000 https://owen718.github.io/pubs/12-2025-aglldiff/ DPLUT: Unsupervised Low-Light Image Enhancement with Lookup Tables and Diffusion Priors https://owen718.github.io/pubs/08-2025-aaai-dplut/ Sat, 01 Feb 2025 00:00:00 +0000 https://owen718.github.io/pubs/08-2025-aaai-dplut/ PromptHaze: Prompting Real-world Dehazing via Depth Anything Model https://owen718.github.io/pubs/13-2025-prompthaze/ Sat, 01 Feb 2025 00:00:00 +0000 https://owen718.github.io/pubs/13-2025-prompthaze/ Residual Diffusion Deblurring Model for Single Image Defocus Deblurring https://owen718.github.io/pubs/09-2025-aaai-residual-defocus/ Sat, 01 Feb 2025 00:00:00 +0000 https://owen718.github.io/pubs/09-2025-aaai-residual-defocus/ MovieChat+: Question-Aware Sparse Memory for Long Video Question Answering https://owen718.github.io/pubs/25-2024-cvpr-moviechatplus/ Wed, 01 Jan 2025 00:00:00 +0000 https://owen718.github.io/pubs/25-2024-cvpr-moviechatplus/ RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models https://owen718.github.io/pubs/24-2024-neurips-restoreagent/ Sun, 01 Dec 2024 00:00:00 +0000 https://owen718.github.io/pubs/24-2024-neurips-restoreagent/ Cross-Conditioned Diffusion Model for Medical Image-to-Image Translation https://owen718.github.io/pubs/23-2024-miccai-cross-conditioned/ Tue, 01 Oct 2024 00:00:00 +0000 https://owen718.github.io/pubs/23-2024-miccai-cross-conditioned/ Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint https://owen718.github.io/pubs/14-2024-t3diffweather/ Mon, 30 Sep 2024 00:00:00 +0000 https://owen718.github.io/pubs/14-2024-t3diffweather/ Learning Diffusion Texture Priors for Image Restoration https://owen718.github.io/pubs/17-2024-cvpr-dtpm/ Sat, 01 Jun 2024 00:00:00 +0000 https://owen718.github.io/pubs/17-2024-cvpr-dtpm/ SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation https://owen718.github.io/pubs/16-2024-segmamba/ Sat, 01 Jun 2024 00:00:00 +0000 https://owen718.github.io/pubs/16-2024-segmamba/ Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis https://owen718.github.io/pubs/11-2025-meissonic/ Mon, 01 Jan 2024 00:00:00 +0000 https://owen718.github.io/pubs/11-2025-meissonic/ The first SDXL-level high-resolution non-AR T2I model. Adverse Weather Removal with Codebook Priors https://owen718.github.io/pubs/20-2023-iccv-codebook/ Sun, 01 Oct 2023 00:00:00 +0000 https://owen718.github.io/pubs/20-2023-iccv-codebook/ Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks https://owen718.github.io/pubs/19-2023-iccv-udr/ Sun, 01 Oct 2023 00:00:00 +0000 https://owen718.github.io/pubs/19-2023-iccv-udr/ See and Think: Embodied Agent in Virtual Environment https://owen718.github.io/pubs/28-2024-eccv-see-and-think/ Fri, 01 Sep 2023 00:00:00 +0000 https://owen718.github.io/pubs/28-2024-eccv-see-and-think/ Integrating View Conditions for Image Synthesis https://owen718.github.io/pubs/31-2023-ijcai-view-conditions/ Tue, 01 Aug 2023 00:00:00 +0000 https://owen718.github.io/pubs/31-2023-ijcai-view-conditions/ VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook https://owen718.github.io/pubs/18-2024-aaai-vqcnir/ Wed, 01 Feb 2023 00:00:00 +0000 https://owen718.github.io/pubs/18-2024-aaai-vqcnir/ Perceiving and Modeling Density for Image Dehazing https://owen718.github.io/pubs/32-2022-eccv-dest/ Sat, 01 Oct 2022 00:00:00 +0000 https://owen718.github.io/pubs/32-2022-eccv-dest/ Squint-to-Drag: Exploring Hands-free Eye-based Drag-and-Drop Interaction https://owen718.github.io/projects/02-squint/ Sat, 01 Feb 2020 00:00:00 +0000 https://owen718.github.io/projects/02-squint/ Dancing Lights: Supporting Dance Performances for Deaf and Hard of Hearing People through Lighting Effects https://owen718.github.io/projects/01-dance-lights/ Sat, 09 Mar 2019 00:00:00 +0000 https://owen718.github.io/projects/01-dance-lights/