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2026 顶会论文

作者位次 #5/5ICML 2026Poster· Applications / Computer Vision

From Extrinsic to Intrinsic: Geodesic-Guided Representation Learning for 3D Geometric Data

Yuming ZHAO · Junhui Hou · Qijian Zhang · Jia Qin · Ying He

可解释性多模态OpenReview

作者位次 #7/7ICML 2026Poster· Applications / Computer Vision

Metric—Phase Fields: Decoupling Distance and Sign for Thin-Structure Reconstruction from Unoriented Point Clouds

Jiayi Kong · Xuhui Chen · Chen Zong · Fei Hou · Junhui Hou · Wenping Wang · Ying He

多模态OpenReview

作者位次 #7/7ICML 2026Poster· Deep Learning / Generative Models and Autoencoders

Focusing: View-Consistent Sparse Voxels for Efficient 3D VAE Training

Xuhui Chen · Chao Long · Fei Hou · dongbo zhang · Shaohui Jiao · Wencheng Wang · Ying He

效率与系统OpenReview

作者位次 #6/6SIGGRAPH 2026Oral· Computer Graphics (Conference Track)

MegaNorm: Local Patch Embeddings for Efficient and Robust Point Normal Orientation at Super-Large Scale

Zhuodong Li · Zengke Liu · Fei Hou · Xuhui Chen · Wencheng Wang · Ying He

效率与系统OpenReview

作者位次 #7/7SIGGRAPH 2026Journal· Computer Graphics (TOG Journal Track)

Dual Contouring over Expanded Cubes (DCx) for Zero-Level Set Extraction from Neural Unsigned Distance Functions

Qingchao Bao · Xuhui Chen · Jingpeng Yin · Fei Hou · Wencheng Wang · Hong Qin · Ying He

OpenReview

作者位次 #5/5SIGGRAPH 2026Journal· Computer Graphics (TOG Journal Track)

SharpNet: Enhancing MLPs to Represent Functions with Controlled Non-differentiability

Hanting Niu · Junkai Deng · Fei Hou · Wencheng Wang · Ying He

OpenReview

作者位次 #4/7SIGGRAPH 2026Journal· Computer Graphics (TOG Journal Track)

Structural MAT: Clean and Scalable Medial Axis Simplification via Explicit Surface Correspondence

Pengfei Wang · Shuangmin Chen · Dong-ming Yan · Ying He · Shiqing Xin · Changhe Tu · Wenping Wang

OpenReview

作者位次 #3/3AAAI 2026Poster· Artificial Intelligence

LiteGE: Lightweight Geodesic Embedding for Efficient Geodesics Computation and Non-Isometric Shape Correspondence

Yohanes Yudhi Adikusuma · Qixing Huang · Ying He

效率与系统OpenReview

作者位次 #3/3AAAI 2026Poster· Artificial Intelligence

Guiding Point Cloud Denoising with Learned Structural Priors

Chuchen Guo · Zheng Liu · Ying He

OpenReview

作者位次 #7/7AAAI 2026Poster· Artificial Intelligence

AquaSplatting: A Hybrid 3D Representation for Robust Underwater Scene Reconstruction via Dual-Branch Rendering

Jiangbei Hu · Haobo Wang · Baixin Xu · Nan Ding · Zhimao Lu · Na Lei · Ying He

可解释性OpenReview

作者位次 #2/2AAAI 2026Poster· Artificial Intelligence

MonoCloth: Reconstruction and Animation of Cloth-Decoupled Human Avatars from Monocular Videos

Daisheng Jin · Ying He

多模态社会与人本OpenReview

Ying He

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2026 顶会论文

From Extrinsic to Intrinsic: Geodesic-Guided Representation Learning for 3D Geometric Data

Metric—Phase Fields: Decoupling Distance and Sign for Thin-Structure Reconstruction from Unoriented Point Clouds

Focusing: View-Consistent Sparse Voxels for Efficient 3D VAE Training

MegaNorm: Local Patch Embeddings for Efficient and Robust Point Normal Orientation at Super-Large Scale

Dual Contouring over Expanded Cubes (DCx) for Zero-Level Set Extraction from Neural Unsigned Distance Functions

SharpNet: Enhancing MLPs to Represent Functions with Controlled Non-differentiability

Structural MAT: Clean and Scalable Medial Axis Simplification via Explicit Surface Correspondence

LiteGE: Lightweight Geodesic Embedding for Efficient Geodesics Computation and Non-Isometric Shape Correspondence

Guiding Point Cloud Denoising with Learned Structural Priors

AquaSplatting: A Hybrid 3D Representation for Robust Underwater Scene Reconstruction via Dual-Branch Rendering

MonoCloth: Reconstruction and Animation of Cloth-Decoupled Human Avatars from Monocular Videos

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