Yin Fang
9 papers · 2022–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(30)
🐣
Hot Topic Early Bird
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Prolific Year · Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Deep Learning
(5)
Learning Types · Machine Learning
(5)
Architectures
(4)
Learning Paradigms
(4)
Learning Types · Deep Learning
(4)
Core AI
(3)
Natural Language Processing
(2)
Applications
(2)
Models
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Clinical
(1)
Keywords
contrastive learning
(3)
language model
(2)
graph neural network
(2)
entity alignment
(2)
domain adaptation
(2)
molecular representation
(2)
molecular property prediction
(2)
large language model
(2)
multi-task learning
(2)
self-supervised learning
(1)
knowledge base
(1)
cross-modal learning
(1)
instruction tuning
(1)
attribute recognition
(1)
zero-shot learning
(1)
multimodal learning
(1)
foundation model
(1)
question answering
(1)
knowledge graph embedding
(1)
preference alignment
(1)
Papers
Noise-powered Multi-modal Knowledge Graph Representation Framework
COLING 2025
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
ACL 2024
Domain-Agnostic Molecular Generation with Chemical Feedback
ICLR 2024
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
ACL 2024
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
ICLR 2024
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
ICLR 2024
DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning
AAAI 2023
Graph Sampling-based Meta-Learning for Molecular Property Prediction
IJCAI 2023
Molecular Contrastive Learning with Chemical Element Knowledge Graph
AAAI 2022