Joy Hsu
15 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Triple Crown
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Grand Slam
π€
Dynamic Duo
(12)
π
Keyword Champion
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Renaissance Researcher
(7)
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Century Club Β· Bronze
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The Questioner
(2)
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(75)
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Prolific Year Β· Productive
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(9)
Machine Learning
(7)
Computer Vision
(4)
Natural Language Processing
(3)
Learning Paradigms
(3)
Learning Types
(3)
Deep Learning
(2)
Analysis
(2)
Applications
(2)
Core Methods
(2)
Domain-Specific
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Keywords
neuro-symbolic reasoning
(3)
visual reasoning
(3)
vision-language model
(3)
self-supervised learning
(2)
hyperbolic embedding
(2)
robotic manipulation
(2)
foundation model
(2)
large language model
(2)
medical imaging
(1)
text classification
(1)
imitation learning
(1)
sequential decision making
(1)
metric learning
(1)
natural language processing
(1)
ensemble learning
(1)
few-shot learning
(1)
3d scene understanding
(1)
3d vision
(1)
domain adaptation
(1)
mental health analysis
(1)
Papers
A Tool Bottleneck Framework for Clinically-Informed and Interpretable Medical Image Understanding
MIDL 2026
Discovering Hybrid World Representations with Co-Evolving Foundation Models
AAAI 2026
Predicate Hierarchies Improve Few-Shot State Classification
ICLR 2025
What Makes a Maze Look Like a Maze?
ICLR 2025
Learning Planning Abstractions from Language
ICLR 2024
Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners
CVPR 2024
Composable Part-Based Manipulation
CoRL 2023
Motion Question Answering via Modular Motion Programs
ICML 2023
NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations
CVPR 2023
Programmatically Grounded, Compositionally Generalizable Robotic Manipulation
ICLR 2023
Whatβs Left? Concept Grounding with Logic-Enhanced Foundation Models
NeurIPS 2023
Geoclidean: Few-Shot Generalization in Euclidean Geometry
NeurIPS 2022
Monte Carlo Tree Search for Interpreting Stress in Natural Language
ACL 2022
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations
NeurIPS 2021
DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images
CVPR 2021