Yifan Deng
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
Conferences
ACL (2)
EMNLP (2)
ICML (1)
Top co-authors
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
Towards Faithful Dialogues via Focus Learning
ACL 2023
Structure-informed Language Models Are Protein Designers
ICML 2023