Joy Hsu

40 papers A* 12Misc 1Journal 23Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
Discovering Hybrid World Representations with Co-Evolving Foundation Models.
AAAI
Jiajun Wu, Yunzhi Zhang, Hong-Xing Yu, Joy Hsu, Jiayuan Mao
2026 J jnl
Learning Situated Awareness in the Real World.
CoRR
Chuhan Li, Ruilin Han, Joy Hsu, Yongyuan Liang, Rajiv Dhawan, Jiajun Wu, Ming-Hsuan Yang, Xin Eric Wang
2026 J jnl
Neuro-Symbolic Decoding of Neural Activity.
CoRR
Yanchen Wang, Joy Hsu, Ehsan Adeli, Jiajun Wu
2025 J jnl
A Matter of Interest: Understanding Interestingness of Math Problems in Humans and Language Models.
CoRR
Shubhra Mishra, Yuka Machino, Gabriel Poesia, Albert Q. Jiang, Joy Hsu, Adrian Weller, Challenger Mishra, David Broman, Joshua B. Tenenbaum, Mateja Jamnik, Cedegao E. Zhang, Katherine M. Collins
2025 J jnl
A Tool Bottleneck Framework for Clinically-Informed and Interpretable Medical Image Understanding.
CoRR
Christina Liu, Alan Q. Wang, Joy Hsu, Jiajun Wu, Ehsan Adeli
2025 J jnl
Explain Before You Answer: A Survey on Compositional Visual Reasoning.
CoRR
Fucai Ke, Joy Hsu, Zhixi Cai, Zixian Ma, Xin Zheng, Xindi Wu, Sukai Huang, Weiqing Wang, Pari Delir Haghighi, Gholamreza Haffari, Ranjay Krishna, Jiajun Wu, Hamid Rezatofighi
2025 J jnl
From Programs to Poses: Factored Real-World Scene Generation via Learned Program Libraries.
CoRR
Joy Hsu, Emily Jin, Jiajun Wu, Niloy J. Mitra
2025 A* conf
Predicate Hierarchies Improve Few-Shot State Classification.
ICLR
Emily Jin, Joy Hsu, Jiajun Wu
2025 J jnl
Predicate Hierarchies Improve Few-Shot State Classification.
CoRR
Emily Jin, Joy Hsu, Jiajun Wu
2025 J jnl
Visually Descriptive Language Model for Vector Graphics Reasoning.
Trans. Mach. Learn. Res.
Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang, Manling Li, Jiajun Wu, Heng Ji
2025 A* conf
What Makes a Maze Look Like a Maze?
ICLR
Joy Hsu, Jiayuan Mao, Joshua B. Tenenbaum, Noah D. Goodman, Jiajun Wu
2024 J jnl
Composable Part-Based Manipulation.
CoRR
Weiyu Liu, Jiayuan Mao, Joy Hsu, Tucker Hermans, Animesh Garg, Jiajun Wu
2024 A* conf
Learning Planning Abstractions from Language.
ICLR
Weiyu Liu, Geng Chen, Joy Hsu, Jiayuan Mao, Jiajun Wu
2024 J jnl
Learning Planning Abstractions from Language.
CoRR
Weiyu Liu, Geng Chen, Joy Hsu, Jiayuan Mao, Jiajun Wu
2024 A* conf
Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners.
CVPR
Chun Feng, Joy Hsu, Weiyu Liu, Jiajun Wu
2024 J jnl
Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners.
CoRR
Chun Feng, Joy Hsu, Weiyu Liu, Jiajun Wu
2024 J jnl
Text-Based Reasoning About Vector Graphics.
CoRR
Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang, Manling Li, Jiajun Wu, Heng Ji
2024 J jnl
What Makes a Maze Look Like a Maze?
CoRR
Joy Hsu, Jiayuan Mao, Joshua B. Tenenbaum, Noah D. Goodman, Jiajun Wu
2023 — conf
Can Visual Scratchpads With Diagrammatic Abstractions Augment LLM Reasoning?
ICBINB
Joy Hsu, Gabriel Poesia, Jiajun Wu, Noah D. Goodman
2023 Misc conf
Composable Part-Based Manipulation.
CoRL
Weiyu Liu, Jiayuan Mao, Joy Hsu, Tucker Hermans, Animesh Garg, Jiajun Wu
2023 J jnl
DisCo: Improving Compositional Generalization in Visual Reasoning through Distribution Coverage.
Trans. Mach. Learn. Res.
Joy Hsu, Jiayuan Mao, Jiajun Wu
2023 A* conf
Motion Question Answering via Modular Motion Programs.
ICML
Mark Endo, Joy Hsu, Jiaman Li, Jiajun Wu
2023 J jnl
Motion Question Answering via Modular Motion Programs.
CoRR
Mark Endo, Joy Hsu, Jiaman Li, Jiajun Wu
2023 A* conf
NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations.
CVPR
Joy Hsu, Jiayuan Mao, Jiajun Wu
2023 J jnl
NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations.
CoRR
Joy Hsu, Jiayuan Mao, Jiajun Wu
2023 A* conf
Programmatically Grounded, Compositionally Generalizable Robotic Manipulation.
ICLR
Renhao Wang, Jiayuan Mao, Joy Hsu, Hang Zhao, Jiajun Wu, Yang Gao
2023 J jnl
Programmatically Grounded, Compositionally Generalizable Robotic Manipulation.
CoRR
Renhao Wang, Jiayuan Mao, Joy Hsu, Hang Zhao, Jiajun Wu, Yang Gao
2023 A* conf
What's Left? Concept Grounding with Logic-Enhanced Foundation Models.
NeurIPS
Joy Hsu, Jiayuan Mao, Joshua B. Tenenbaum, Jiajun Wu
2023 J jnl
What's Left? Concept Grounding with Logic-Enhanced Foundation Models.
CoRR
Joy Hsu, Jiayuan Mao, Joshua B. Tenenbaum, Jiajun Wu
2022 A* conf
Geoclidean: Few-Shot Generalization in Euclidean Geometry.
NeurIPS
Joy Hsu, Jiajun Wu, Noah D. Goodman
2022 J jnl
Geoclidean: Few-Shot Generalization in Euclidean Geometry.
CoRR
Joy Hsu, Jiajun Wu, Noah D. Goodman
2022 — conf
Monte Carlo Tree Search for Interpreting Stress in Natural Language.
LT-EDI
Kyle Swanson, Joy Hsu, Mirac Suzgun
2022 J jnl
Monte Carlo Tree Search for Interpreting Stress in Natural Language.
CoRR
Kyle Swanson, Joy Hsu, Mirac Suzgun
2021 A* conf
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations.
NeurIPS
Joy Hsu, Jeffrey Gu, Gong Her Wu, Wah Chiu, Serena Yeung
2021 A* conf
DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images.
CVPR
Joy Hsu, Wah Chiu, Serena Yeung
2021 J jnl
DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images.
CoRR
Joy Hsu, Wah Chiu, Serena Yeung
2021 — conf
Open Data Standard and Analysis Framework: Towards Response Equity in Local Governments.
EAAMO
Joy Hsu, Ramya Ravichandran, Edwin Zhang, Christine Keung
2020 J jnl
Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation.
CoRR
Joy Hsu, Sonia Phene, Akinori Mitani, Jieying Luo, Naama Hammel, Jonathan Krause, Rory Sayres
2020 J jnl
Learning Hyperbolic Representations for Unsupervised 3D Segmentation.
CoRR
Joy Hsu, Jeffrey Gu, Gong-Her Wu, Wah Chiu, Serena Yeung
2019 — conf
Detecting somatic mutations with high accuracy in plasma cell-free DNA with TNER2.
BIBM
Shibing Deng, Joy Hsu, Jadwiga R. Bienkowska, Paul A. Rejto, Tao Xie