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ORCIDSiyuan Huang 0001
Person information
- affiliation: Beijing Institute for General Artificial Intelligence (BIGAI), China
- affiliation (PhD 2021): University of California, Los Angeles, CA, USA
Other persons with the same name
- Siyuan Huang — disambiguation page
- Siyuan Huang 0002
![[0000-0003-1643-5060]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-1643-5060")
— George Washington University, Washington, D.C., USA - Siyuan Huang 0003 — Shanghai Jiaotong University, China
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Books and Theses
- 2021
[b1]Siyuan Huang:
Human-like Holistic 3D Scene Understanding. University of California, Los Angeles, USA, 2021
Journal Articles
- 2021
- [j2]Siyuan Qi, Baoxiong Jia, Siyuan Huang, Ping Wei, Song-Chun Zhu:
A Generalized Earley Parser for Human Activity Parsing and Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 43(8): 2538-2554 (2021) - 2018
- [j1]Chenfanfu Jiang, Siyuan Qi, Yixin Zhu, Siyuan Huang, Jenny Lin, Lap-Fai Yu, Demetri Terzopoulos, Song-Chun Zhu:
Configurable 3D Scene Synthesis and 2D Image Rendering with Per-pixel Ground Truth Using Stochastic Grammars. Int. J. Comput. Vis. 126(9): 920-941 (2018)
Conference and Workshop Papers
- 2023
- [c26]Siyuan Huang, Zan Wang, Puhao Li, Baoxiong Jia, Tengyu Liu, Yixin Zhu, Wei Liang, Song-Chun Zhu:
Diffusion-based Generation, Optimization, and Planning in 3D Scenes. CVPR 2023: 16750-16761 - [c25]Ziyu Zhu, Xiaojian Ma, Yixin Chen, Zhidong Deng, Siyuan Huang, Qing Li:
3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment. ICCV 2023: 2899-2909 - [c24]Nan Jiang, Tengyu Liu, Zhexuan Cao, Jieming Cui, Zhiyuan Zhang, Yixin Chen, He Wang, Yixin Zhu, Siyuan Huang:
Full-Body Articulated Human-Object Interaction. ICCV 2023: 9331-9342 - [c23]Qing Li, Siyuan Huang, Yining Hong, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu:
A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics. ICLR 2023 - [c22]Xiaojian Ma, Silong Yong, Zilong Zheng, Qing Li, Yitao Liang, Song-Chun Zhu, Siyuan Huang:
SQA3D: Situated Question Answering in 3D Scenes. ICLR 2023 - [c21]Puhao Li, Tengyu Liu, Yuyang Li, Yiran Geng, Yixin Zhu, Yaodong Yang, Siyuan Huang:
GenDexGrasp: Generalizable Dexterous Grasping. ICRA 2023: 8068-8074 - 2022
- [c20]Ruiqi Gao, Jianwen Xie, Siyuan Huang, Yufan Ren, Song-Chun Zhu, Ying Nian Wu:
Learning V1 Simple Cells with Vector Representation of Local Content and Matrix Representation of Local Motion. AAAI 2022: 6674-6684 - [c19]Baoxiong Jia, Ting Lei, Song-Chun Zhu, Siyuan Huang:
EgoTaskQA: Understanding Human Tasks in Egocentric Videos. NeurIPS 2022 - [c18]Zan Wang, Yixin Chen, Tengyu Liu, Yixin Zhu, Wei Liang, Siyuan Huang:
HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes. NeurIPS 2022 - 2021
- [c17]Yining Hong, Qing Li, Daniel Ciao, Siyuan Huang, Song-Chun Zhu:
Learning by Fixing: Solving Math Word Problems with Weak Supervision. AAAI 2021: 4959-4967 - [c16]Yining Hong, Qing Li, Ran Gong, Daniel Ciao, Siyuan Huang, Song-Chun Zhu:
SMART: A Situation Model for Algebra Story Problems via Attributed Grammar. AAAI 2021: 13009-13017 - [c15]Pan Lu, Ran Gong, Shibiao Jiang, Liang Qiu, Siyuan Huang, Xiaodan Liang, Song-Chun Zhu:
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning. ACL/IJCNLP (1) 2021: 6774-6786 - [c14]Yaxuan Zhu, Ruiqi Gao, Siyuan Huang, Song-Chun Zhu, Ying Nian Wu:
Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View Synthesis. CVPR 2021: 9959-9968 - [c13]Yixin Chen, Qing Li, Deqian Kong, Yik Lun Kei, Song-Chun Zhu, Tao Gao, Yixin Zhu, Siyuan Huang:
YouRefIt: Embodied Reference Understanding with Language and Gesture. ICCV 2021: 1365-1375 - [c12]Yining Hong, Qing Li, Song-Chun Zhu, Siyuan Huang:
VLGrammar: Grounded Grammar Induction of Vision and Language. ICCV 2021: 1645-1654 - [c11]Siyuan Huang, Yichen Xie, Song-Chun Zhu, Yixin Zhu:
Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds. ICCV 2021: 6515-6525 - 2020
- [c10]Qing Li, Siyuan Huang, Yining Hong, Song-Chun Zhu:
A Competence-Aware Curriculum for Visual Concepts Learning via Question Answering. ECCV (2) 2020: 141-157 - [c9]Baoxiong Jia, Yixin Chen, Siyuan Huang, Yixin Zhu, Song-Chun Zhu:
LEMMA: A Multi-view Dataset for LEarning Multi-agent Multi-task Activities. ECCV (26) 2020: 767-786 - [c8]Qing Li, Siyuan Huang, Yining Hong, Yixin Chen, Ying Nian Wu, Song-Chun Zhu:
Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning. ICML 2020: 5884-5894 - 2019
- [c7]Lifeng Fan, Wenguan Wang, Song-Chun Zhu, Xinyu Tang, Siyuan Huang:
Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning. ICCV 2019: 5723-5732 - [c6]Yixin Chen, Siyuan Huang, Tao Yuan, Yixin Zhu, Siyuan Qi, Song-Chun Zhu:
Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense. ICCV 2019: 8647-8656 - [c5]Siyuan Huang, Yixin Chen, Tao Yuan, Siyuan Qi, Yixin Zhu, Song-Chun Zhu:
PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points. NeurIPS 2019: 8903-8915 - 2018
- [c4]Siyuan Qi, Yixin Zhu, Siyuan Huang, Chenfanfu Jiang, Song-Chun Zhu:
Human-Centric Indoor Scene Synthesis Using Stochastic Grammar. CVPR 2018: 5899-5908 - [c3]Siyuan Huang, Siyuan Qi, Yixin Zhu, Yinxue Xiao, Yuanlu Xu, Song-Chun Zhu:
Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image. ECCV (7) 2018: 194-211 - [c2]Siyuan Huang, Siyuan Qi, Yinxue Xiao, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu:
Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation. NeurIPS 2018: 206-217 - 2017
- [c1]Siyuan Qi, Siyuan Huang, Ping Wei, Song-Chun Zhu:
Predicting Human Activities Using Stochastic Grammar. ICCV 2017: 1173-1181
Informal and Other Publications
- 2024
- [i36]Baoxiong Jia, Yixin Chen, Huangyue Yu, Yan Wang, Xuesong Niu, Tengyu Liu, Qing Li, Siyuan Huang:
SceneVerse: Scaling 3D Vision-Language Learning for Grounded Scene Understanding. CoRR abs/2401.09340 (2024) - 2023
- [i35]Siyuan Huang, Zan Wang, Puhao Li, Baoxiong Jia, Tengyu Liu, Yixin Zhu, Wei Liang, Song-Chun Zhu:
Diffusion-based Generation, Optimization, and Planning in 3D Scenes. CoRR abs/2301.06015 (2023) - [i34]Ran Gong, Jiangyong Huang, Yizhou Zhao, Haoran Geng, Xiaofeng Gao, Qingyang Wu, Wensi Ai, Ziheng Zhou, Demetri Terzopoulos, Song-Chun Zhu, Baoxiong Jia, Siyuan Huang:
ARNOLD: A Benchmark for Language-Grounded Task Learning With Continuous States in Realistic 3D Scenes. CoRR abs/2304.04321 (2023) - [i33]Ziyu Zhu, Xiaojian Ma, Yixin Chen, Zhidong Deng, Siyuan Huang, Qing Li:
3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment. CoRR abs/2308.04352 (2023) - [i32]Yuyang Li, Bo Liu, Yiran Geng, Puhao Li, Yaodong Yang, Yixin Zhu, Tengyu Liu, Siyuan Huang:
Grasp Multiple Objects with One Hand. CoRR abs/2310.15599 (2023) - [i31]Yixin Chen, Junfeng Ni, Nan Jiang, Yaowei Zhang, Yixin Zhu, Siyuan Huang:
Single-view 3D Scene Reconstruction with High-fidelity Shape and Texture. CoRR abs/2311.00457 (2023) - [i30]Jieming Cui, Ziren Gong, Baoxiong Jia, Siyuan Huang, Zilong Zheng, Jianzhu Ma, Yixin Zhu:
ProBio: A Protocol-guided Multimodal Dataset for Molecular Biology Lab. CoRR abs/2311.00556 (2023) - [i29]Jiangyong Huang, Silong Yong, Xiaojian Ma, Xiongkun Linghu, Puhao Li, Yan Wang, Qing Li, Song-Chun Zhu, Baoxiong Jia, Siyuan Huang:
An Embodied Generalist Agent in 3D World. CoRR abs/2311.12871 (2023) - 2022
- [i28]Chao Xu, Yixin Chen, He Wang, Song-Chun Zhu, Yixin Zhu, Siyuan Huang:
PartAfford: Part-level Affordance Discovery from 3D Objects. CoRR abs/2202.13519 (2022) - [i27]Puhao Li, Tengyu Liu, Yuyang Li, Yiran Geng, Yixin Zhu, Yaodong Yang, Siyuan Huang:
GenDexGrasp: Generalizable Dexterous Grasping. CoRR abs/2210.00722 (2022) - [i26]Qing Li, Yixin Zhu, Yitao Liang, Ying Nian Wu, Song-Chun Zhu, Siyuan Huang:
Neural-Symbolic Recursive Machine for Systematic Generalization. CoRR abs/2210.01603 (2022) - [i25]Baoxiong Jia, Ting Lei, Song-Chun Zhu, Siyuan Huang:
EgoTaskQA: Understanding Human Tasks in Egocentric Videos. CoRR abs/2210.03929 (2022) - [i24]Xiaojian Ma, Silong Yong, Zilong Zheng, Qing Li, Yitao Liang, Song-Chun Zhu, Siyuan Huang:
SQA3D: Situated Question Answering in 3D Scenes. CoRR abs/2210.07474 (2022) - [i23]Zan Wang, Yixin Chen, Tengyu Liu, Yixin Zhu, Wei Liang, Siyuan Huang:
HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes. CoRR abs/2210.09729 (2022) - [i22]Jiangyong Huang, William Yicheng Zhu, Baoxiong Jia, Zan Wang, Xiaojian Ma, Qing Li, Siyuan Huang:
Perceive, Ground, Reason, and Act: A Benchmark for General-purpose Visual Representation. CoRR abs/2211.15402 (2022) - [i21]Nan Jiang, Tengyu Liu, Zhexuan Cao, Jieming Cui, Yixin Chen, He Wang, Yixin Zhu, Siyuan Huang:
CHAIRS: Towards Full-Body Articulated Human-Object Interaction. CoRR abs/2212.10621 (2022) - 2021
- [i20]Qing Li, Siyuan Huang, Yining Hong, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu:
A HINT from Arithmetic: On Systematic Generalization of Perception, Syntax, and Semantics. CoRR abs/2103.01403 (2021) - [i19]Yining Hong, Qing Li, Song-Chun Zhu, Siyuan Huang:
VLGrammar: Grounded Grammar Induction of Vision and Language. CoRR abs/2103.12975 (2021) - [i18]Yaxuan Zhu, Ruiqi Gao, Siyuan Huang, Song-Chun Zhu, Yingnian Wu:
Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View Synthesis. CoRR abs/2104.01508 (2021) - [i17]Pan Lu, Ran Gong, Shibiao Jiang, Liang Qiu, Siyuan Huang, Xiaodan Liang, Song-Chun Zhu:
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning. CoRR abs/2105.04165 (2021) - [i16]Siyuan Huang, Yichen Xie, Song-Chun Zhu, Yixin Zhu:
Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds. CoRR abs/2109.00179 (2021) - [i15]Yixin Chen, Qing Li, Deqian Kong, Yik Lun Kei, Song-Chun Zhu, Tao Gao, Yixin Zhu, Siyuan Huang:
YouRefIt: Embodied Reference Understanding with Language and Gesture. CoRR abs/2109.03413 (2021) - 2020
- [i14]Yixin Zhu, Tao Gao, Lifeng Fan, Siyuan Huang, Mark Edmonds, Hangxin Liu, Feng Gao, Chi Zhang, Siyuan Qi, Ying Nian Wu, Joshua B. Tenenbaum, Song-Chun Zhu:
Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense. CoRR abs/2004.09044 (2020) - [i13]Qing Li, Siyuan Huang, Yining Hong, Yixin Chen, Ying Nian Wu, Song-Chun Zhu:
Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning. CoRR abs/2006.06649 (2020) - [i12]Qing Li, Siyuan Huang, Yining Hong, Song-Chun Zhu:
A Competence-aware Curriculum for Visual Concepts Learning via Question Answering. CoRR abs/2007.01499 (2020) - [i11]Baoxiong Jia, Yixin Chen, Siyuan Huang, Yixin Zhu, Song-Chun Zhu:
LEMMA: A Multi-view Dataset for Learning Multi-agent Multi-task Activities. CoRR abs/2007.15781 (2020) - [i10]Yining Hong, Qing Li, Daniel Ciao, Siyuan Huang, Song-Chun Zhu:
Learning by Fixing: Solving Math Word Problems with Weak Supervision. CoRR abs/2012.10582 (2020) - [i9]Yining Hong, Qing Li, Ran Gong, Daniel Ciao, Siyuan Huang, Song-Chun Zhu:
SMART: A Situation Model for Algebra Story Problems via Attributed Grammar. CoRR abs/2012.14011 (2020) - 2019
- [i8]Yixin Chen, Siyuan Huang, Tao Yuan, Siyuan Qi, Yixin Zhu, Song-Chun Zhu:
Holistic++ Scene Understanding: Single-view 3D Holistic Scene Parsing and Human Pose Estimation with Human-Object Interaction and Physical Commonsense. CoRR abs/1909.01507 (2019) - [i7]Lifeng Fan, Wenguan Wang, Siyuan Huang, Xinyu Tang, Song-Chun Zhu:
Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning. CoRR abs/1909.02144 (2019) - [i6]Siyuan Huang, Yixin Chen, Tao Yuan, Siyuan Qi, Yixin Zhu, Song-Chun Zhu:
PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points. CoRR abs/1912.07744 (2019) - 2018
- [i5]Siyuan Huang, Siyuan Qi, Yixin Zhu, Yinxue Xiao, Yuanlu Xu, Song-Chun Zhu:
Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image. CoRR abs/1808.02201 (2018) - [i4]Siyuan Qi, Yixin Zhu, Siyuan Huang, Chenfanfu Jiang, Song-Chun Zhu:
Human-centric Indoor Scene Synthesis Using Stochastic Grammar. CoRR abs/1808.08473 (2018) - [i3]Siyuan Huang, Siyuan Qi, Yinxue Xiao, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu:
Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation. CoRR abs/1810.13049 (2018) - 2017
- [i2]Chenfanfu Jiang, Yixin Zhu, Siyuan Qi, Siyuan Huang, Jenny Lin, Xingwen Guo, Lap-Fai Yu, Demetri Terzopoulos, Song-Chun Zhu:
Configurable, Photorealistic Image Rendering and Ground Truth Synthesis by Sampling Stochastic Grammars Representing Indoor Scenes. CoRR abs/1704.00112 (2017) - [i1]Siyuan Qi, Siyuan Huang, Ping Wei, Song-Chun Zhu:
Predicting Human Activities Using Stochastic Grammar. CoRR abs/1708.00945 (2017)
Coauthor Index
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