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chuan yan stanford university chuan yan postdoc researcher stanford university chuanyan stanford edu about me i am a postdoctoral researcher at stanford university working with maneesh agrawala in the brown institute for media innovation my research focuses on human vision human ai collaboration and creative design i obtained my ph d from george mason university advised by yotam gingold and my bachelor s in communication technology from southwest jiaotong university research interests human vision visual perception perceptual studies for graphics and design human ai collaboration ai assisted creative tools interactive systems for professionals creative design sketch processing vector graphics digital illustration news jun 2025 our project hifisketch a tool that transforms hand drawn sketches into fully editable digital artwork received a 2025 2026 magic grant from the brown institute for media innovation this is a collaboration with lvmin zhang apr 2025 our paper instance segmentation of scene sketches using natural image priors was accepted to siggraph 2025 this is a collaboration with mia tang yael vinker lvmin zhang and maneesh agrawala apr 2025 our paper generating past and future in digital painting processes was accepted to siggraph 2025 and will appear in a special issue of tog this is a collaboration with lvmin zhang yuwei guo jinbo xing and maneesh agrawala aug 2024 i joined prof maneesh agrawala s group as a post doc aug 2024 passed my final defense on august 7 2024 now i m dr yan o ブ aug 2024 our paper shadowmagic designing human ai collaborative support for comic professionals shadowing was accepted to uist 2024 this is a collaboration with amrita ganguly john joon young chung tong steven sun yoon kiheon yotam gingold and sungsoo ray hong may 2024 our paper deep sketch vectorization via implicit surface extraction was accepted to siggraph north america 2024 and will appear in a special issue of tog this is a collaboration with deepali aneja matthew fisher edgar simo serra and yotam gingold publications selected publications siggaph 2025 generating past and future in digital painting processes lvmin zhang chuan yan yuwei guo jinbo xing maneesh agrawala acm transactions on graphics pdf code project page bibtex copy download loading siggraph 2025 instance segmentation of scene sketches using natural image priors mia tang yael vinker chuan yan lvmin zhang maneesh agrawala proceedings of the special interest group on computer graphics and interactive techniques conference conference papers pdf code project page bibtex copy download loading siggraph 2024 deep sketch vectorization via implicit surface extraction chuan yan yong li deepali aneja matthew fisher edgar simo serra yotam gingold corresponding author acm transactions on graphics tog 43 4 pdf code bibtex copy download loading uist 2024 shadowmagic designing human ai collaborative support for comic professionals shadowing amrita ganguly chuan yan john joon young chung tong steven sun yoon kiheon yotam gingold sungsoo ray hong corresponding author the acm symposium on user interface software and technology 2024 chi 2022 flatmagic improving flat colorization through ai driven design for digital comic professionals chuan yan john joon young chung kiheon yoon yotam gingold eytan adar sungsoo ray hong corresponding author acm chi conference on human factors in computing systems 2022 pdf code bibtex copy download loading siggraph asia 2020 a benchmark for rough sketch cleanup chuan yan david vanderhaeghe yotam gingold corresponding author acm transactions on graphics tog 39 6 pdf code bibtex copy download loading other publications arxiv 2025 emotion qwen a unified framework for emotion and vision understanding dawei huang qing li chuan yan zebang cheng zihao han yurong huang xiang li bin li xiaohui wang zheng lian zhi qi cheng xiaojiang peng arxiv preprint pdf ivc 2025 self ensembling for 3d point cloud domain adaptation qing li xiaojiang peng chuan yan pan gao qi hao image and vision computing pdf bibtex copy download loading icml 2025 smokesam vehicle black smoke segmentation based on sam and lora fine tuning zeyu dong qing li chuan yan xiaojiang peng 2025 6th international conference on machine learning and computer application icmlca pdf bibtex copy download loading iiicassp 2025 enhancing 6d pose estimation with cross modal fusion network and density peak keypoint localization liming zhang qing li zhenhong chen chuan yan xiaojiang peng icassp 2025 2025 ieee international conference on acoustics speech and signal processing icassp pdf bibtex copy download loading pr 2024 graph attentive dual ensemble learning for unsupervised domain adaptation on point clouds qing li chuan yan qi hao xiaojiang peng li liu pattern recognition pdf bibtex copy download loading as 2024 from large language models to large multimodal models a literature review dawei huang chuan yan qing li xiaojiang peng applied sciences pdf vamr 2024 mixed integer programming for adaptive vr workflow training yongqi zhang chuan yan haikun huang simon su lap fai yu virtual augmented and mixed reality pdf bibtex copy download loading itai 2024 global attention guided dual domain point cloud feature learning for classification and segmentation zihao li pan gao kang you chuan yan manoranjan paul ieee transactions on artificial intelligence pdf bibtex copy download loading services conference reviewers chi 2024 siggraph 2022 2025 siggraph asia 2022 journal reviewers acm transactions on graphics ieee transactions on visualization and computer graphics powered by jekyll and minimal light theme