Yifan Deng
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
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The Questioner
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Application Areas
(2)
Models
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Research
(1)
Keywords
drug discovery
(2)
large language model
(2)
protein design
(1)
drug design
(1)
molecule generation
(1)
cross-entropy loss
(1)
protein language model
(1)
agent system
(1)
molecular modeling
(1)
knowledge grounding
(1)
knowledge-grounded dialogue
(1)
function calling
(1)
knowledge utilization
(1)
multi-level abstraction
(1)
bioassay context
(1)
ligand generation
(1)
function call
(1)
sequence recovery
(1)
structural adapter
(1)
de novo protein
(1)
Papers
Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context
EMNLP 2025
Can We Steer Reasoning Direction by Thinking Intervention?
EMNLP 2025
ChatMol Copilot: An Agent for Molecular Modeling and Computation Powered by LLMs
ACL 2024
Structure-informed Language Models Are Protein Designers
ICML 2023
Towards Faithful Dialogues via Focus Learning
ACL 2023