ZC
Zhongang Cai
cs.CVcs.LGcs.AIcs.ROcs.MMcs.GRcs.HCstat.MLcs.CLImage Processing, Computer-Assisted
On Valency
published · living versionsW_wc2t2fc4·v1 · currentpublished
Probing Spatial State Representations in Visual Foundation Models
with Baiqiao Yin, Ruisi Wang, Qiwei Liang, Lei Yang +1
1 version
W_prrvnqst·v1published
W_m4h3ym9q·v1published
Preprints & journals
70 papers in the corpus · 2018–2026DragonMoCap: Monocular Video-based Motion Capture for Diverse Dragon Topologies2610.25437v1 · Zhongfei Qing, Xiaoxiang Zhao, Ling-Hao Chen et al.2026 · 0 citationsarXivon Valency
Has GPT-6-Astra Achieved Embodied Intelligence?2610.22471v2 · SenseNova, Zhongang Cai, Ziang Cao et al.2026 · 0 citationsarXiv
Looped Diffusion Transformer2609.40305v1 · Yong Xien Chng, Tianyi Chen, Wenwen Tong et al.2026 · 0 citationsarXiv
Learning Native Reflection in Unified Models with Interleaved Reinforcement Learning2609.35767v2 · Yijia Fan, Ziqi Huang, Zhongang Cai et al.2026 · 0 citationsarXiv
One-Step Next-Latent Prediction Is Not a World Model2609.36227v1 · Shitong Wang, Zhongang Cai, Yuzhou Hong2026 · 0 citationsarXiv
SenseNova-U1.5: Towards Native Unified Visual Intelligence2609.11929v1 · Haiwen Diao, Jiahao Wang, Chenjing Ding et al.2026 · 0 citationsarXiv
VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning2608.26105v2 · Junxiang Xu, Ruisi Wang, Fanyi Pu et al.2026 · 0 citationsarXiv
Consistent 4D Appearance Editing with Gaussian Splatting.42519846 · He, Xiaosheng, Liu, Fenglin, Gao, Lin et al.2026 · 0 citationsIEEE transactions on visualization and computer graphics. 2026;PP
Apple-: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence2607.16401v1 · Runmao Yao, Kairui Hu, Yukang Cao et al.2026 · 0 citationsarXiv
Vision as Unified Multimodal Generation2607.06560v1 · Xiaoyang Han, Jianhua Li, Kewang Deng et al.2026 · 0 citationsarXiv
From Pixels to Words -- Towards Native One-Vision Models at Scale2605.28820v1 · Haiwen Diao, Jiahao Wang, Penghao Wu et al.2026 · 0 citationsarXiv
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture2605.12500v1 · Haiwen Diao, Penghao Wu, Hanming Deng et al.2026 · 0 citationsarXiv
Bridging Semantic and Kinematic Conditions with Diffusion-based Discrete Motion Tokenizer2603.19227v1 · Chenyang Gu, Mingyuan Zhang, Haozhe Xie et al.2026 · 0 citationsarXiv
Demystifying Video Reasoning2603.16870v3 · Ruisi Wang, Zhongang Cai, Fanyi Pu et al.2026 · 0 citationsarXiv
A Very Big Video Reasoning Suite2602.20159v4 · Maijunxian Wang, Ruisi Wang, Juyi Lin et al.2026 · 0 citationsarXiv
VLM-Guided Group Preference Alignment for Diffusion-based Human Mesh Recovery2602.19180v1 · Wenhao Shen, Hao Wang, Wanqi Yin et al.2026 · 0 citationsarXiv
SMPLest-X: Ultimate Scaling for Expressive Human Pose and Shape Estimation.41056168 · Yin, Wanqi, Cai, Zhongang, Wang, Ruisi et al.2026 · 17 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(2):1778-1794
Scaling Spatial Intelligence with Multimodal Foundation Models2511.13719v4 · Zhongang Cai, Ruisi Wang, Chenyang Gu et al.2025 · 0 citationsarXiv
The Quest for Generalizable Motion Generation: Data, Model, and Evaluation2510.26794v2 · Jing Lin, Ruisi Wang, Junzhe Lu et al.2025 · 0 citationsarXiv
Holistic Evaluation of Multimodal LLMs on Spatial Intelligence2508.13142v5 · Zhongang Cai, Yubo Wang, Qingping Sun et al.2025 · 1 citationarXiv
DPoser-X: Diffusion Model as Robust 3D Whole-body Human Pose Prior2508.00599v2 · Junzhe Lu, Jing Lin, Hongkun Dou et al.2025 · 7 citationsarXiv
Controllable Human-centric Keyframe Interpolation with Generative Prior2506.03119v2 · Zujin Guo, Size Wu, Zhongang Cai et al.2025 · 0 citationsarXiv
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization2505.10250v2 · Wenhao Shen, Wanqi Yin, Xiaofeng Yang et al.2025 · 0 citationsarXiv
EgoLife: Towards Egocentric Life Assistant2503.03803v3 · Jingkang Yang, Shuai Liu, Hongming Guo et al.2025 · 27 citationsarXiv
Deblur-Avatar: Animatable Avatars from Motion-Blurred Monocular Videos2501.13335v4 · Xianrui Luo, Juewen Peng, Zhongang Cai et al.2025 · 0 citationsarXiv
SOLAMI: Social Vision-Language-Action Modeling for Immersive Interaction with 3D Autonomous Characters2412.00174v1 · Jianping Jiang, Weiye Xiao, Zhengyu Lin et al.2024 · 1 citationarXiv
Playing for 3D Human Recovery.39190516 · Cai, Zhongang, Zhang, Mingyuan, Ren, Jiawei et al.2024 · 36 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(12):10533-10545
Disco4D: Disentangled 4D Human Generation and Animation from a Single Image2409.17280v1 · Hui En Pang, Shuai Liu, Zhongang Cai et al.2024 · 5 citationsarXiv
MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers2406.10163v2 · Yiwen Chen, Tong He, Di Huang et al.2024 · 10 citationsarXiv
MotionDiffuse: Text-Driven Human Motion Generation With Diffusion Model.38285589 · Zhang, Mingyuan, Cai, Zhongang, Pan, Liang et al.2024 · 434 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(6):4115-4128
Large Motion Model for Unified Multi-Modal Motion Generation2404.01284v1 · Mingyuan Zhang, Daisheng Jin, Chenyang Gu et al.2024 · 19 citationsarXiv
AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation2403.17934v1 · Qingping Sun, Yanjun Wang, Ailing Zeng et al.2024 · 35 citationsarXiv
WHAC: World-grounded Humans and Cameras2403.12959v1 · Wanqi Yin, Zhongang Cai, Ruisi Wang et al.2024 · 8 citationsarXiv
FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing2312.15004v1 · Mingyuan Zhang, Huirong Li, Zhongang Cai et al.2023 · 22 citationsarXiv
Towards Robust and Expressive Whole-body Human Pose and Shape Estimation2312.08730v1 · Hui EnPang, Zhongang Cai, Lei Yang et al.2023 · 7 citationsarXiv
Digital Life Project: Autonomous 3D Characters with Social Intelligence2312.04547v1 · Zhongang Cai, Jianping Jiang, Zhongfei Qing et al.2023 · 28 citationsarXiv
AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing2312.02209v3 · Fan Yang, Tianyi Chen, Xiaosheng He et al.2023 · 8 citationsarXiv
GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting2311.14521v4 · Yiwen Chen, Zilong Chen, Chi Zhang et al.2023 · 231 citationsarXiv
Story-to-Motion: Synthesizing Infinite and Controllable Character Animation from Long Text2311.07446v1 · Zhongfei Qing, Zhongang Cai, Zhitao Yang et al.2023 · 14 citationsarXiv
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation2309.17448v3 · Zhongang Cai, Wanqi Yin, Ailing Zeng et al.2023 · 60 citationsarXiv
PointHPS: Cascaded 3D Human Pose and Shape Estimation from Point Clouds2308.14492v1 · Zhongang Cai, Liang Pan, Chen Wei et al.2023 · 3 citationsarXiv
IT3D: Improved Text-to-3D Generation with Explicit View Synthesis2308.11473v1 · Yiwen Chen, Chi Zhang, Xiaofeng Yang et al.2023 · 52 citationsarXiv
Variational Relational Point Completion Network for Robust 3D Classification.37083514 · Pan, Liang, Chen, Xinyi, Cai, Zhongang et al.2023 · 24 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(9):11340-11351
Learning Dense UV Completion for Human Mesh Recovery2307.11074v2 · Yanjun Wang, Qingping Sun, Wenjia Wang et al.2023 · 3 citationsarXiv
DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering2307.10173v2 · Wei Cheng, Ruixiang Chen, Wanqi Yin et al.2023 · 65 citationsarXiv
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model2304.01116v1 · Mingyuan Zhang, Xinying Guo, Liang Pan et al.2023 · 155 citationsarXiv
SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling2303.17368v2 · Zhitao Yang, Zhongang Cai, Haiyi Mei et al.2023 · 38 citationsarXiv
Zolly: Zoom Focal Length Correctly for Perspective-Distorted Human Mesh Reconstruction2303.13796v3 · Wenjia Wang, Yongtao Ge, Haiyi Mei et al.2023 · 35 citationsarXiv
BiBench: Benchmarking and Analyzing Network Binarization2301.11233v2 · Haotong Qin, Mingyuan Zhang, Yifu Ding et al.2023 · 34 citations2023 International Conference on Machine Learning
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms2209.10529v1 · Hui En Pang, Zhongang Cai, Lei Yang et al.2022 · 9 citationsarXiv
Career total: 83 works. 70 are in this corpus.Showing the 50 most recent.
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