Jiayi Kuang
4 papers · 2025–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
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The Questioner
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Research topics
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(3)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
contrastive learning
(1)
visual perception
(1)
symbolic reasoning
(1)
image captioning
(1)
visual reasoning
(1)
knowledge refinement
(1)
multimodal large language model
(1)
hallucination mitigation
(1)
training data
(1)
semantic understanding
(1)
proof generation
(1)
experiential learning
(1)
web navigation
(1)
multimodal web agent
(1)
conceptual understanding
(1)
visual cipher
(1)
intuitive semiosis
(1)
emoji sequence
(1)
visual symbolic reasoning
(1)
fast-and-slow thinking
(1)
Papers
Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking
ACL 2025
Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension?
ACL 2025
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
ICML 2025
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
ICLR 2025