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minhyuk sung minhyuk sung associate professor ai computing school of computing graduate school of ai kaist kaist visual ai group contact information e3 5 rm 507 kaist 291 daehak ro yuseong gu daejeon south korea 34141 tel 82 042 350 3587 courses cs479 machine learning for 3d data spring 2026 cs492 c diffusion and flow models fall 2025 cs479 machine learning for 3d data spring 2025 more i am an associate professor in the department of ai computing at kaist where i lead the kaist visual ai group i am also affiliated with the school of computing the graduate school of ai and the metaverse program before joining kaist i was a research scientist at adobe research i received my ph d from stanford university advised by leonidas guibas and received m s and b s degrees from kaist my research focuses on generating manipulating and analyzing various visual data including images videos and 3d data i m the recipient of the asiapgraphics researcher award in 2024 i am looking for motivated students to join my group please reach out to me via email if you are interested in information for prospective students news jun 2026 serving as an action editor for tmlr jun 2026 three papers have been accepted to eccv 2026 jun 2026 i gave a talk at nvidia and netflix titled generative modeling beyond scale efficiency guidance and multimodality click to download the slides may 2026 serving as a program committee member at pacific graphics 2026 may 2026 i gave a talk at singapore vision day 2026 click to download the slides may 2026 one paper has been accepted to icml 2026 april 2025 i gave a talk as a colloquium speaker in the software graduate program at kaist on cs education and ai research in the era of llms mar 2026 serving as an area chair at neurips 2026 mar 2025 i gave a talk at ivsp mlhmi 2026 conference on image and video generation present and future mar 2025 i gave a presentation at the ministry of science and ict expert roundtable on talent development in the agentic ai era more publications noisetilt noise tilted reverse kernels for diffusion reward alignment jisung hwang yunhong min jaihoon kim i chao shen minhyuk sung co corresponding authors eccv 2026 arxiv diversevar balancing diversity and quality of next scale visual autoregressive models mingue park prin phunyaphibarn phillip y lee minhyuk sung equal contributions eccv 2026 arxiv morphgs morphology adaptive articulated motion transfer from videos taeyeon kim youngju na jumin lee minhyuk sung sung eui yoon equal contributions eccv 2026 arxiv gradient preconditioning for efficient and reliable reward guided generation jisung hwang minhyuk sung icml 2026 arxiv matlat material latent space for pbr texture generation kyeongmin yeo yunhong min jaihoon kim minhyuk sung cvpr 2026 project arxiv code token warping helps mllms look from nearby viewpoints phillip y lee chanho park mingue park seungwoo yoo juil koo minhyuk sung equal contributions cvpr 2026 project arxiv code demystifying transition matching when and why it can beat flow matching jaihoon kim rajarshi saha minhyuk sung youngsuk park aistats 2026 arxiv code bézierflow learning bézier stochastic interpolant schedulers for few step generation yunhong min juil koo seungwoo yoo minhyuk sung equal contributions iclr 2026 project arxiv code pairflow closed form source target coupling for few step generation in discrete flow models mingue park jisung hwang seungwoo yoo kyeongmin yeo minhyuk sung equal contributions iclr 2026 project arxiv code diffusionrollout uncertainty aware rollout planning in long horizon pde solving seungwoo yoo juil koo daehyeon choi minhyuk sung equal contributions tmlr arxiv proxy free gaussian splats deformation with splat based surface estimation jaeyeong kim seungwoo yoo minhyuk sung 3dv 2026 arxiv boxsplitgen a generative model for 3d part bounding boxes in varying granularity juil koo wei tung lin chanho park chanhyeok park minhyuk sung equal contributions wacv 2026 project arxiv supplementary unconditional priors matter improving conditional generation of fine tuned diffusion models prin phunyaphibarn phillip y lee jaihoon kim minhyuk sung wacv 2026 project arxiv pdf ψ sampler initial particle sampling for smc based inference time reward alignment in score models taehoon yoon yunhong min kyeongmin yeo minhyuk sung equal contributions neurips 2025 spotlight project arxiv code inference time scaling for flow models via stochastic generation and rollover budget forcing jaihoon kim taehoon yoon jisung hwang minhyuk sung equal contributions neurips 2025 project arxiv code origen zero shot 3d orientation grounding in text to image generation yunhong min daehyeon choi kyeongmin yeo jihyun lee minhyuk sung equal contributions neurips 2025 project arxiv code moment and power spectrum based gaussianity regularization for text to image models jisung hwang jaihoon kim minhyuk sung neurips 2025 arxiv neural green s functions seungwoo yoo kyeongmin yeo jisung hwang minhyuk sung neurips 2025 arxiv perspective aware reasoning in vision language models via mental imagery simulation phillip y lee jihyeon je chanho park mikaela angelina uy leonidas guibas minhyuk sung iccv 2025 project arxiv pdf code membench memorized image trigger prompt dataset for diffusion models chunsan hong tae hyun oh minhyuk sung co corresponding authors tmlr arxiv pdf code videohandles editing 3d object compositions in videos using video generative priors juil koo paul guerrero chun hao paul huang duygu ceylan minhyuk sung cvpr 2025 project arxiv pdf rewind real time egocentric whole body motion diffusion with exemplar based identity conditioning jihyun lee weipeng xu alexander richard shih en wei shunsuke saito shaojie bai te li wang minhyuk sung tae kyun kim jason saragih cvpr 2025 project arxiv video supplementary stochsync stochastic diffusion synchronization for image generation in arbitrary spaces kyeongmin yeo jaihoon kim minhyuk sung equal contributions iclr 2025 project arxiv code synctweedies a general generative framework based on synchronized diffusions jaihoon kim juil koo kyeongmin yeo minhyuk sung equal contributions neurips 2024 project arxiv pdf code neural pose representation learning for generating and transferring non rigid object poses seungwoo yoo juil koo kyeongmin yeo minhyuk sung neurips 2024 project arxiv groundit grounding diffusion transformers via noisy patch transplantation phillip y lee taehoon yoon minhyuk sung equal contributions neurips 2024 project arxiv code mv2cyl reconstructing 3d extrusion cylinders from multi view images eunji hong nguyen minh hieu mikaela angelina uy minhyuk sung neurips 2024 arxiv occupancy based dual contouring jisung hwang minhyuk sung siggraph asia 2024 arxiv code reground improving textual and spatial grounding at no cost phillip y lee minhyuk sung eccv 2024 project arxiv pdf partstad 2d to 3d part segmentation task adaptation hyunjin kim minhyuk sung eccv 2024 arxiv code posterior distillation sampling juil koo chanho park minhyuk sung cvpr 2024 project arxiv pdf code hugging face as plausible as possible plausibility aware mesh deformation using 2d diffusion priors seungwoo yoo kunho kim vladimir kim minhyuk sung co first authors cvpr 2024 project arxiv pdf code interhandgen two hand interaction generation via cascaded reverse diffusion jihyun lee shunsuke saito giljoo nam minhyuk sung tae kyun kim cvpr 2024 project arxiv pdf code split merge and refine fitting tight bounding boxes via learned over segmentation and iterative search chanhyeok park minhyuk sung 3dv 2024 arxiv syncdiffusion coherent montage via synchronized joint diffusions yuseung lee kunho kim hyunjin kim minhyuk sung neurips 2023 project arxiv pdf code hugging face fourierhandflow neural 4d hand representation using fourier query flow jihyun lee junbong jang donghwan kim minhyuk sung tae kyun kim neurips 2023 project arxiv optctrlpoints finding the optimal control points for biharmonic 3d shape deformation kunho kim mikaela angelina uy despoina paschalidou alec jacobson leonidas guibas minhyuk sung pacific graphics 2023 full paper project arxiv pdf slides video salad part level latent diffusion for 3d shape generation and manipulation juil koo seungwoo yoo minh hieu nguyen minhyuk sung equal contributions iccv 2023 project arxiv pdf code hugging face 3dpresso text to 3d im2hands learning attentive implicit representation of interacting two hand shapes jihyun lee minhyuk sung honggyu choi tae kyun kim cvpr 2023 project arxiv shapetalk a language dataset and framework for 3d shape edits and deformations panos achlioptas ian huang minhyuk sung sergey tulyakov leonidas guibas cvpr 2023 project pdf seg struct the interplay between part segmentation and structure inference for 3d shape parsing junghyun kim kaichun mo minhyuk sung woontack woo co corresponding authors wacv 2023 algorithm track project arxiv poster video ladis language disentanglement for 3d shape editing ian huang panos achlioptas tianyi zhang sergei tulyakov minhyuk sung leonidas guibas findings of emnlp 2022 arxiv pdf code the shape part slot machine contact based reasoning for generating 3d shapes from parts kai wang paul guerrero vladimir kim siddhartha chaudhuri minhyuk sung daniel ritchie eccv 2022 arxiv code partglot learning shape part segmentation from language reference games juil koo ian huang panos achlioptas leonidas guibas minhyuk sung cvpr 2022 oral project arxiv video code pop out motion 3d aware image deformation via learning the shape laplacian jihyun lee minhyuk sung hyunjin kim tae kyun kim equal contributions cvpr 2022 project arxiv video code point2cyl reverse engineering 3d objects from point clouds to extrusion cylinders mikaela angelina uy yen yu chang minhyuk sung purvi goel joseph lambourne tolga birdal leonidas guibas equal contributions cvpr 2022 project arxiv poster video code implicit lidar network lidar super resolution via interpolation weight prediction youngsun kwon minhyuk sung sung eui yoon co corresponding authors icra 2022 project arxiv pdf code cpfn cascaded primitive fitting networks for high resolution point clouds eric tuan lê minhyuk sung duygu ceylan radomír měch tamy boubekeur niloy mitra iccv 2021 arxiv code ctrl c camera calibration transformer with line classification jinwoo lee hyunsung go hyunjoon lee sunghyun cho minhyuk sung junho kim iccv 2021 arxiv code deepmetahandles learning deformation meta handles of 3d meshes with biharmonic coordinates minghua liu minhyuk sung radomír měch hao su cvpr 2021 oral project arxiv web demo supplementary code multibodysync multi body segmentation and motion estimation via 3d scan synchronization jiahui huang he wang tolga birdal minhyuk sung federica arrigoni shi min hu leonidas guibas cvpr 2021 oral project arxiv code joint learning of 3d shape retrieval and deformation mikaela angelina uy vladimir g kim minhyuk sung noam aigerman siddhartha chaudhuri leonidas guibas cvpr 2021 project arxiv code deformsyncnet deformation transfer via synchronized shape deformation spaces minhyuk sung zhenyu jiang panos achlioptas niloy mitra leonidas guibas equal contributions siggraph asia 2020 project arxiv pdf code deformation aware 3d model embedding and retrieval mikaela angelina uy jingwei huang minhyuk sung tolga birdal leonidas guibas eccv 2020 project arxiv slides code neural geometric parser for single image camera calibration jinwoo lee minhyuk sung hyunjoon lee junho kim eccv 2020 arxiv pix2surf learning parametric 3d surface models of objects from images jiahui lei srinath sridhar paul guerrero minhyuk sung niloy mitra leonidas guibas eccv 2020 project arxiv pdf supplementary code learning 3d part assembly from a single image yichen li kaichun mo lin shao minhyuk sung leonidas guibas equal contributions eccv 2020 project arxiv slides code learning and exploring the compositional structure of 3d data minhyuk sung ph d dissertation stanford university 2019 link supervised fitting of geometric primitives to 3d point clouds lingxiao li minhyuk sung anastasia dubrovina li yi leonidas guibas equal contributions cvpr 2019 oral arxiv video code gspn generative shape proposal network for 3d instance segmentation in point cloud li yi wang zhao he wang minhyuk sung leonidas guibas cvpr 2019 arxiv code deep functional dictionaries learning consistent semantic structures on 3d models from functions minhyuk sung hao su ronald yu leonidas guibas neurips 2018 arxiv pdf poster code learning fuzzy set representations of partial shapes on dual embedding spaces minhyuk sung anastasia dubrovina vladimir g kim leonidas guibas sgp 2018 project arxiv pdf slides code complementme weakly supervised component suggestions for 3d modeling minhyuk sung hao su vladimir g kim siddhartha chaudhuri leonidas guibas siggraph asia 2017 featured in an acm press release project arxiv pdf slides code media 1 media 2 data driven structural priors for shape completion minhyuk sung vladimir g kim roland angst leonidas guibas siggraph asia 2015 project pdf slides supplementary code image unprojection for 3d surface reconstruction a triangulation based approach min hyuk sung hwasup lim hyoung gon kim sang chul ahn icip 2013 link finding the m best consistent correspondences between 3d symmetric objects min hyuk sung junho kim computers graphics 2013 link a triangulation invariant method for anisotropic geodesic map computation on surface meshes sang wook yoo joon kyung seong min hyuk sung sung yong shin elaine cohen tvcg 2012 link a spectral approach to shape matching using a heat kernel function min hyuk sung m s thesis kaist 2010 link