Top-Down Shape Abstraction Based on Greedy Pole Selection. - Zhiyang Dou; Shiqing Xin; Rui Xu 016; Jian Xu 023; Yuanfeng Zhou; Shuang-Min Chen; Wenping Wang 001; Xiuyang Zhao; Changhe Tu (IEEE Trans. Vis. Comput. Graph., 2021)

Coverage Axis: Inner Point Selection for 3D Shape Skeletonization. - Zhiyang Dou; Cheng Lin 001; Rui Xu 016; Lei Yang 048; Shiqing Xin; Taku Komura; Wenping Wang 001 (Comput. Graph. Forum, 2022)

RFEPS: Reconstructing Feature-Line Equipped Polygonal Surface. - Rui Xu 016; Zixiong Wang; Zhiyang Dou; Chen Zong; Shiqing Xin; Mingyan Jiang; Tao Ju; Changhe Tu (ACM Trans. Graph., 2022)

TORE: Token Reduction for Efficient Human Mesh Recovery with Transformer. - Zhiyang Dou; Qingxuan Wu; Cheng Lin 001; Zeyu Cao; Qiangqiang Wu; Weilin Wan 001; Taku Komura; Wenping Wang 001 (ICCV, 2023)

C·ASE: Learning Conditional Adversarial Skill Embeddings for Physics-based Characters. - Zhiyang Dou; Xuelin Chen; Qingnan Fan; Taku Komura; Wenping Wang 001 (SIGGRAPH Asia, 2023)

Surf-D: High-Quality Surface Generation for Arbitrary Topologies using Diffusion Models. - Zhengming Yu; Zhiyang Dou; Xiaoxiao Long; Cheng Lin 001; Zekun Li 002; Yuan Liu 025; Norman Müller; Taku Komura; Marc Habermann; Christian Theobalt; Xin Li 003; Wenping Wang 001 (CoRR, 2023)

EMDM: Efficient Motion Diffusion Model for Fast, High-Quality Motion Generation. - Wenyang Zhou; Zhiyang Dou; Zeyu Cao; Zhouyingcheng Liao; Jingbo Wang 003; Wenjia Wang; Yuan Liu 025; Taku Komura; Wenping Wang 001; Lingjie Liu (CoRR, 2023)

Boosting Segment Anything Model Towards Open-Vocabulary Learning. - Xumeng Han; Longhui Wei; Xuehui Yu; Zhiyang Dou; Xin He; Kuiran Wang; Zhenjun Han; Qi Tian 001 (CoRR, 2023)

Disentangled Clothed Avatar Generation from Text Descriptions. - Jionghao Wang; Yuan Liu 025; Zhiyang Dou; Zhengming Yu; Yongqing Liang 001; Xin Li 003; Wenping Wang 001; Rong Xie; Li Song 001 (CoRR, 2023)

Globally Consistent Normal Orientation for Point Clouds by Regularizing the Winding-Number Field. - Rui Xu 016; Zhiyang Dou; Ningna Wang; Shiqing Xin; Shuang-Min Chen; Mingyan Jiang; Xiaohu Guo; Wenping Wang 001; Changhe Tu (ACM Trans. Graph., 2023)

Wonder3D: Single Image to 3D Using Cross-Domain Diffusion. - Xiaoxiao Long; Yuan-Chen Guo; Cheng Lin 001; Yuan Liu 025; Zhiyang Dou; Lingjie Liu; Yuexin Ma; Song-Hai Zhang; Marc Habermann; Christian Theobalt; Wenping Wang 001 (CVPR, 2024)

TLControl: Trajectory and Language Control for Human Motion Synthesis. - Weilin Wan 001; Zhiyang Dou; Taku Komura; Wenping Wang 001; Dinesh Jayaraman; Lingjie Liu (ECCV (37), 2024)

Disentangled Clothed Avatar Generation from Text Descriptions. - Jionghao Wang; Yuan Liu 025; Zhiyang Dou; Zhengming Yu; Yongqing Liang 001; Cheng Lin 001; Rong Xie; Li Song 001; Xin Li 003; Wenping Wang 001 (ECCV (52), 2024)

Surf-D: Generating High-Quality Surfaces of Arbitrary Topologies Using Diffusion Models. - Zhengming Yu; Zhiyang Dou; Xiaoxiao Long; Cheng Lin 001; Zekun Li 002; Yuan Liu 025; Norman Müller; Taku Komura; Marc Habermann; Christian Theobalt; Xin Li 003; Wenping Wang 001 (ECCV (39), 2024)

EMDM: Efficient Motion Diffusion Model for Fast and High-Quality Motion Generation. - Wenyang Zhou; Zhiyang Dou; Zeyu Cao; Zhouyingcheng Liao; Jingbo Wang 003; Wenjia Wang; Yuan Liu 025; Taku Komura; Wenping Wang 001; Lingjie Liu (ECCV (2), 2024)

AutoPSV: Automated Process-Supervised Verifier. - Jianqiao Lu; Zhiyang Dou; Hongru Wang 003; Zeyu Cao; Jianbo Dai; Yunlong Feng; Zhijiang Guo (NeurIPS, 2024)

Part123: Part-aware 3D Reconstruction from a Single-view Image. - Anran Liu; Cheng Lin 001; Yuan Liu 025; Xiaoxiao Long; Zhiyang Dou; Hao-Xiang Guo; Ping Luo 002; Wenping Wang 001 (SIGGRAPH (Conference Paper Track), 2024)

Coverage Axis++: Efficient Inner Point Selection for 3D Shape Skeletonization. - Zimeng Wang; Zhiyang Dou; Rui Xu 016; Cheng Lin 001; Yuan Liu 025; Xiaoxiao Long; Shiqing Xin; Lingjie Liu; Taku Komura; Xiaoming Yuan 001; Wenping Wang 001 (CoRR, 2024)

LaserHuman: Language-guided Scene-aware Human Motion Generation in Free Environment. - Peishan Cong; Ziyi Wang; Zhiyang Dou; Yiming Ren; Wei Yin 006; Kai Cheng; Yujing Sun 001; Xiaoxiao Long; Xinge Zhu; Yuexin Ma (CoRR, 2024)

AutoCV: Empowering Reasoning with Automated Process Labeling via Confidence Variation. - Jianqiao Lu; Zhiyang Dou; Hongru Wang 003; Zeyu Cao; Jianbo Dai; Yingjia Wan; Yinya Huang; Zhijiang Guo (CoRR, 2024)

Dynamic Realms: 4D Content Analysis, Recovery and Generation with Geometric, Topological and Physical Priors. - Zhiyang Dou (CoRR, 2024)

ViMoE: An Empirical Study of Designing Vision Mixture-of-Experts. - Xumeng Han; Longhui Wei; Zhiyang Dou; Zipeng Wang; Chenhui Qiang; Xin He; Yingfei Sun; Zhenjun Han; Qi Tian 001 (CoRR, 2024)

MotionWavelet: Human Motion Prediction via Wavelet Manifold Learning. - Yuming Feng; Zhiyang Dou; Ling-Hao Chen; Yuan Liu 025; Tianyu Li; Jingbo Wang 003; Zeyu Cao; Wenping Wang 001; Taku Komura; Lingjie Liu (CoRR, 2024)

SIMS: Simulating Human-Scene Interactions with Real World Script Planning. - Wenjia Wang; Liang Pan; Zhiyang Dou; Zhouyingcheng Liao; Yuke Lou; Lei Yang 045; Jingbo Wang 003; Taku Komura (CoRR, 2024)

GaGA: Towards Interactive Global Geolocation Assistant. - Zhiyang Dou; Zipeng Wang; Xumeng Han; Chenhui Qiang; Kuiran Wang; Guorong Li; Zhibei Huang; Zhenjun Han (CoRR, 2024)

Coverage Axis++: Efficient Inner Point Selection for 3D Shape Skeletonization. - Zimeng Wang; Zhiyang Dou; Rui Xu 016; Cheng Lin 001; Yuan Liu 025; Xiaoxiao Long; Shiqing Xin; Taku Komura; Xiaoming Yuan 001; Wenping Wang 001 (Comput. Graph. Forum, 2024)

CBIL: Collective Behavior Imitation Learning for Fish from Real Videos. - Yifan Wu; Zhiyang Dou; Yuko Ishiwaka; Shun Ogawa; Yuke Lou; Wenping Wang 001; Lingjie Liu; Taku Komura (ACM Trans. Graph., 2024)

Boosting Segment Anything Model Towards Open-Vocabulary Learning. - Xumeng Han; Longhui Wei; Xuehui Yu; Zhiyang Dou; Xin He; Kuiran Wang; Yingfei Sun; Zhenjun Han; Qi Tian 001 (AAAI, 2025)

Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation. - Chuhao Chen 005; Zhiyang Dou; Chen Wang 049; Yiming Huang; Anjun Chen; Qiao Feng 001; Jiatao Gu; Lingjie Liu (CVPR, 2025)

ScaMo: Exploring the Scaling Law in Autoregressive Motion Generation Model. - Shunlin Lu; Jingbo Wang 003; Zeyu Lu; Ling-Hao Chen; Wenxun Dai; Junting Dong; Zhiyang Dou; Bo Dai 002; Ruimao Zhang (CVPR, 2025)

Align3R: Aligned Monocular Depth Estimation for Dynamic Videos. - Jiahao Lu; Tianyu Huang; Peng Li; Zhiyang Dou; Cheng Lin 001; Zhiming Cui; Zhen Dong 005; Sai-Kit Yeung; Wenping Wang 001; Yuan Liu 025 (CVPR, 2025)

TokenHSI: Unified Synthesis of Physical Human-Scene Interactions through Task Tokenization. - Liang Pan; Zeshi Yang; Zhiyang Dou; Wenjia Wang; Buzhen Huang; Bo Dai 002; Taku Komura; Jingbo Wang 003 (CVPR, 2025)

MVTokenFlow: High-quality 4D Content Generation using Multiview Token Flow. - Hanzhuo Huang; Yuan Liu 025; Ge Zheng; Jiepeng Wang 001; Zhiyang Dou; Sibei Yang (ICLR, 2025)

CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs. - Jinpeng Li; Haiping Wang 004; Jiabin Chen; Yuan Liu 025; Zhiyang Dou; Yuexin Ma; Sibei Yang; Yuan Li; Wenping Wang 001; Zhen Dong 005; Bisheng Yang (ICLR, 2025)

DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image. - Qingxuan Wu; Zhiyang Dou; Sirui Xu 002; Soshi Shimada; Chen Wang 049; Zhengming Yu; Yuan Liu 025; Cheng Lin 001; Zeyu Cao; Taku Komura; Vladislav Golyanik; Christian Theobalt; et al. (ICLR, 2025)

ProTracker: Probabilistic Integration for Robust and Accurate Point Tracking. - Tingyang Zhang; Chen Wang 049; Zhiyang Dou; Qingzhe Gao; Jiahui Lei; Baoquan Chen; Lingjie Liu (CoRR, 2025)

Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control. - Zekai Gu; Rui Yan; Jiahao Lu; Peng Li; Zhiyang Dou; Chenyang Si; Zhen Dong 005; Qifeng Liu; Cheng Lin 001; Ziwei Liu 002; Wenping Wang 001; Yuan Liu 025 (CoRR, 2025)

WonderHuman: Hallucinating Unseen Parts in Dynamic 3D Human Reconstruction. - Zilong Wang; Zhiyang Dou; Yuan Liu 025; Cheng Lin 001; Xiao Dong; Yunhui Guo; Chenxu Zhang; Xin Li 003; Wenping Wang 001; Xiaohu Guo (CoRR, 2025)

SymbioSim: Human-in-the-loop Simulation Platform for Bidirectional Continuing Learning in Human-Robot Interaction. - Haoran Chen; Yiteng Xu; Yiming Ren; Yaoqin Ye; Xinran Li; Ning Ding; Peishan Cong; Ziyi Wang; Bushi Liu; Yuhan Chen; Zhiyang Dou; Xiaokun Leng 001; et al. (CoRR, 2025)

ModSkill: Physical Character Skill Modularization. - Yiming Huang; Zhiyang Dou; Lingjie Liu (CoRR, 2025)

CoDA: Coordinated Diffusion Noise Optimization for Whole-Body Manipulation of Articulated Objects. - Huaijin Pi; Zhi Cen; Zhiyang Dou; Taku Komura (CoRR, 2025)

Go to Zero: Towards Zero-shot Motion Generation with Million-scale Data. - Ke Fan; Shunlin Lu; Minyue Dai; Runyi Yu 003; Lixing Xiao; Zhiyang Dou; Junting Dong; Lizhuang Ma; Jingbo Wang 003 (CoRR, 2025)

MOSPA: Human Motion Generation Driven by Spatial Audio. - Shuyang Xu; Zhiyang Dou; Mingyi Shi; Liang Pan; Leo Ho; Jingbo Wang 003; Yuan Liu 025; Cheng Lin 001; Yuexin Ma; Wenping Wang 001; Taku Komura (CoRR, 2025)

PDT: Point Distribution Transformation with Diffusion Models. - Jionghao Wang; Cheng Lin 001; Yuan Liu 025; Rui Xu 016; Zhiyang Dou; Xiao-Xiao Long; Hao-Xiang Guo; Taku Komura; Wenping Wang 001; Xin Li 003 (CoRR, 2025)

Motion2Motion: Cross-topology Motion Transfer with Sparse Correspondence. - Ling-Hao Chen; Yuhong Zhang; Zixin Yin; Zhiyang Dou; Xin Chen; Jingbo Wang 003; Taku Komura; Lei Zhang (CoRR, 2025)