Yin Fang
9 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (24)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β‘
Prolific Year
(5)
Conferences
ICLR (3)
AAAI (2)
ACL (2)
COLING (1)
IJCAI (1)
Top co-authors
Keywords
contrastive learning
(3)
molecular property prediction
(2)
multi-task learning
(2)
molecular representation
(2)
graph neural network
(2)
knowledge distillation
(1)
preference alignment
(1)
question answering
(1)
cross-modal learning
(1)
multi-modal learning
(1)
knowledge base
(1)
attribute recognition
(1)
protein sequence
(1)
knowledge graph
(1)
language model
(1)
foundation model
(1)
drug discovery
(1)
pre-trained language model
(1)
protein language model
(1)
molecular representation learning
(1)
Papers
Noise-powered Multi-modal Knowledge Graph Representation Framework
COLING 2025
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
ICLR 2024
Domain-Agnostic Molecular Generation with Chemical Feedback
ICLR 2024
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
ACL 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
ACL 2024
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
ICLR 2024
Graph Sampling-based Meta-Learning for Molecular Property Prediction
IJCAI 2023
DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning
AAAI 2023
Molecular Contrastive Learning with Chemical Element Knowledge Graph
AAAI 2022