Yifan Hou
15 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (47) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
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Topic Evolution
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Renaissance Researcher
(8)
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Unstoppable Β· Bronze
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The Questioner
(4)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(10)
Core AI
(10)
Deep Learning
(9)
Machine Learning
(9)
Natural Language Processing
(6)
Learning Types Β· Deep Learning
(6)
Core Methods
(5)
Learning Types Β· Machine Learning
(4)
Computer Vision
(3)
Models
(3)
Resources & Methods
(3)
Knowledge & Reasoning
(2)
Robotics
(2)
Application Areas
(2)
Architectures
(2)
Keywords
in-context learning
(3)
large language model
(3)
multi-step reasoning
(2)
language model
(2)
knowledge graph
(2)
vision-language model
(2)
mathematical reasoning
(1)
text classification
(1)
reinforcement learning
(1)
language modeling
(1)
multimodal learning
(1)
text summarization
(1)
factual knowledge
(1)
policy learning
(1)
text generation
(1)
domain adaptation
(1)
task generalization
(1)
text-to-image generation
(1)
human-robot interaction
(1)
visual reasoning
(1)
Papers
Can Vision-Language Models Solve Visual Math Equations?
EMNLP 2025
DexUMI: Using Human Hand as the Universal Manipulation Interface for Dexterous Manipulation
CoRL 2025
Do Vision-Language Models Really Understand Visual Language?
ICML 2025
Explore the Reasoning Capability of LLMs in the Chess Testbed
NAACL 2025
HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education
EMNLP 2025
Vision in Action: Learning Active Perception from Human Demonstrations
CoRL 2025
Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm
ACL 2024
What Do Language Models Learn in Context? The Structured Task Hypothesis.
ACL 2024
Mitigating Label Biases for In-context Learning
ACL 2023
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models
EMNLP 2023
Adapters for Enhanced Modeling of Multilingual Knowledge and Text
EMNLP 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model?
EMNLP 2022
Birdβs Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach
ACL 2021
Manipulation with Shared Grasping
RSS 2020
Measuring and Improving the Use of Graph Information in Graph Neural Networks
ICLR 2020