Siyuan Huang

According to our database, Siyuan Huang authored at least 43 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

SceneVerse: Scaling 3D Vision-Language Learning for Grounded Scene Understanding.

Baoxiong Jia, Yixin Chen, Huangyue Yu, Yan Wang, Xuesong Niu, Tengyu Liu, Qing Li, Siyuan Huang

CoRR, 2024

2023

An Embodied Generalist Agent in 3D World.

Jiangyong Huang, Silong Yong, Xiaojian Ma, Xiongkun Linghu, Puhao Li, Yan Wang, Qing Li, Song-Chun Zhu, Baoxiong Jia, Siyuan Huang

CoRR, 2023

ProBio: A Protocol-guided Multimodal Dataset for Molecular Biology Lab.

Jieming Cui, Ziren Gong, Baoxiong Jia, Siyuan Huang, Zilong Zheng, Jianzhu Ma, Yixin Zhu

CoRR, 2023

Single-view 3D Scene Reconstruction with High-fidelity Shape and Texture.

Yixin Chen, Junfeng Ni, Nan Jiang, Yaowei Zhang, Yixin Zhu, Siyuan Huang

CoRR, 2023

Grasp Multiple Objects with One Hand.

Yuyang Li, Bo Liu, Yiran Geng, Puhao Li, Yaodong Yang, Yixin Zhu, Tengyu Liu, Siyuan Huang

CoRR, 2023

3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment.

Ziyu Zhu, Xiaojian Ma, Yixin Chen, Zhidong Deng, Siyuan Huang, Qing Li

CoRR, 2023

ARNOLD: A Benchmark for Language-Grounded Task Learning With Continuous States in Realistic 3D Scenes.

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

CoRR, 2023

GenDexGrasp: Generalizable Dexterous Grasping.

Puhao Li, Tengyu Liu, Yuyang Li, Yiran Geng, Yixin Zhu, Yaodong Yang, Siyuan Huang

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

SQA3D: Situated Question Answering in 3D Scenes.

Xiaojian Ma, Silong Yong, Zilong Zheng, Qing Li, Yitao Liang, Song-Chun Zhu, Siyuan Huang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics.

Qing Li, Siyuan Huang, Yining Hong, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment.

Ziyu Zhu, Xiaojian Ma, Yixin Chen, Zhidong Deng, Siyuan Huang, Qing Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Full-Body Articulated Human-Object Interaction.

Nan Jiang, Tengyu Liu, Zhexuan Cao, Jieming Cui, Zhiyuan Zhang, Yixin Chen, He Wang, Yixin Zhu, Siyuan Huang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Diffusion-based Generation, Optimization, and Planning in 3D Scenes.

Siyuan Huang, Zan Wang, Puhao Li, Baoxiong Jia, Tengyu Liu, Yixin Zhu, Wei Liang, Song-Chun Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

CHAIRS: Towards Full-Body Articulated Human-Object Interaction.

Nan Jiang, Tengyu Liu, Zhexuan Cao, Jieming Cui, Yixin Chen, He Wang, Yixin Zhu, Siyuan Huang

CoRR, 2022

Perceive, Ground, Reason, and Act: A Benchmark for General-purpose Visual Representation.

Jiangyong Huang, William Yicheng Zhu, Baoxiong Jia, Zan Wang, Xiaojian Ma, Qing Li, Siyuan Huang

CoRR, 2022

Neural-Symbolic Recursive Machine for Systematic Generalization.

Qing Li, Yixin Zhu, Yitao Liang, Ying Nian Wu, Song-Chun Zhu, Siyuan Huang

CoRR, 2022

PartAfford: Part-level Affordance Discovery from 3D Objects.

Chao Xu, Yixin Chen, He Wang, Song-Chun Zhu, Yixin Zhu, Siyuan Huang

CoRR, 2022

HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes.

Zan Wang, Yixin Chen, Tengyu Liu, Yixin Zhu, Wei Liang, Siyuan Huang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

EgoTaskQA: Understanding Human Tasks in Egocentric Videos.

Baoxiong Jia, Ting Lei, Song-Chun Zhu, Siyuan Huang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning V1 Simple Cells with Vector Representation of Local Content and Matrix Representation of Local Motion.

Ruiqi Gao, Jianwen Xie, Siyuan Huang, Yufan Ren, Song-Chun Zhu, Ying Nian Wu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Human-like Holistic 3D Scene Understanding.

Siyuan Huang

PhD thesis, 2021

A Generalized Earley Parser for Human Activity Parsing and Prediction.

Siyuan Qi, Baoxiong Jia, Siyuan Huang, Ping Wei, Song-Chun Zhu

IEEE Trans. Pattern Anal. Mach. Intell., 2021

A HINT from Arithmetic: On Systematic Generalization of Perception, Syntax, and Semantics.

Qing Li, Siyuan Huang, Yining Hong, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu

CoRR, 2021

Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds.

Siyuan Huang, Yichen Xie, Song-Chun Zhu, Yixin Zhu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

VLGrammar: Grounded Grammar Induction of Vision and Language.

Yining Hong, Qing Li, Song-Chun Zhu, Siyuan Huang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

YouRefIt: Embodied Reference Understanding with Language and Gesture.

Yixin Chen, Qing Li, Deqian Kong, Yik Lun Kei, Song-Chun Zhu, Tao Gao, Yixin Zhu, Siyuan Huang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View Synthesis.

Yaxuan Zhu, Ruiqi Gao, Siyuan Huang, Song-Chun Zhu, Ying Nian Wu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning.

Pan Lu, Ran Gong, Shibiao Jiang, Liang Qiu, Siyuan Huang, Xiaodan Liang, Song-Chun Zhu

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

SMART: A Situation Model for Algebra Story Problems via Attributed Grammar.

Yining Hong, Qing Li, Ran Gong, Daniel Ciao, Siyuan Huang, Song-Chun Zhu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Learning by Fixing: Solving Math Word Problems with Weak Supervision.

Yining Hong, Qing Li, Daniel Ciao, Siyuan Huang, Song-Chun Zhu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense.

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

CoRR, 2020

Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning.

Qing Li, Siyuan Huang, Yining Hong, Yixin Chen, Ying Nian Wu, Song-Chun Zhu

Proceedings of the 37th International Conference on Machine Learning, 2020

A Competence-Aware Curriculum for Visual Concepts Learning via Question Answering.

Qing Li, Siyuan Huang, Yining Hong, Song-Chun Zhu

Proceedings of the Computer Vision - ECCV 2020, 2020

LEMMA: A Multi-view Dataset for LEarning Multi-agent Multi-task Activities.

Baoxiong Jia, Yixin Chen, Siyuan Huang, Yixin Zhu, Song-Chun Zhu

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points.

Siyuan Huang, Yixin Chen, Tao Yuan, Siyuan Qi, Yixin Zhu, Song-Chun Zhu

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning.

Lifeng Fan, Wenguan Wang, Song-Chun Zhu, Xinyu Tang, Siyuan Huang

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense.

Yixin Chen, Siyuan Huang, Tao Yuan, Yixin Zhu, Siyuan Qi, Song-Chun Zhu

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Configurable 3D Scene Synthesis and 2D Image Rendering with Per-pixel Ground Truth Using Stochastic Grammars.

Chenfanfu Jiang, Siyuan Qi, Yixin Zhu, Siyuan Huang, Jenny Lin, Lap-Fai Yu, Demetri Terzopoulos, Song-Chun Zhu

Int. J. Comput. Vis., 2018

Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation.

Siyuan Huang, Siyuan Qi, Yinxue Xiao, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image.

Siyuan Huang, Siyuan Qi, Yixin Zhu, Yinxue Xiao, Yuanlu Xu, Song-Chun Zhu

Proceedings of the Computer Vision - ECCV 2018, 2018

Human-Centric Indoor Scene Synthesis Using Stochastic Grammar.

Siyuan Qi, Yixin Zhu, Siyuan Huang, Chenfanfu Jiang, Song-Chun Zhu

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Configurable, Photorealistic Image Rendering and Ground Truth Synthesis by Sampling Stochastic Grammars Representing Indoor Scenes.

Chenfanfu Jiang, Yixin Zhu, Siyuan Qi, Siyuan Huang, Jenny Lin, Xingwen Guo, Lap-Fai Yu, Demetri Terzopoulos, Song-Chun Zhu

CoRR, 2017

Predicting Human Activities Using Stochastic Grammar.

Siyuan Qi, Siyuan Huang, Ping Wei, Song-Chun Zhu

Proceedings of the IEEE International Conference on Computer Vision, 2017