Minhyuk Sung

News

Jun 2025

One paper has been accepted to ICCV 2025.

Jun 2025

One paper has been accepted to TMLR.

May 2025

Serving as an area chair at 3DV 2026.

May 2025

I gave a talk as a colloquium speaker in the Software Graduate Program at KAIST on "The Present and Future of Image and Video Generation Technologies".

Apr 2025

I gave talks at HKUST (as a keynote at CVM 2025) and NTU (MMLab) titled "Inference-Time Guided Generation with Diffusion and Flow Models". Click to download the slides.

Apr 2025

Serving as an area chair at NeurIPS 2025.

Mar 2024

Serving as a technical paper committee member at SIGGRAPH Asia 2025.

Mar 2024

Serving as a program committee member at Pacific Graphics 2025.

feb 2025

I gave a talk at the Asiagraphics Workshop on Intelligent Graphics titled "Guidance in the Generative Process of Diffusion Models". click to download the slides.

Feb 2025

Two papers have been accepted to CVPR 2025.

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

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: Semantic-Aware Shape 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

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: Optimizing 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 Shape 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