Vishal Dey
4 papers · 2025–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (12)
π
Cross-Pollinator
(12)
π₯
Mega-Team
(20)
π
Keyword Champion
(2)
Conferences
EMNLP (2)
ACL (1)
ICLR (1)
Top co-authors
Keywords
large language model
(3)
instruction tuning
(2)
molecule optimization
(2)
multi-objective optimization
(1)
zero-shot generalization
(1)
drug design
(1)
scientific discovery
(1)
multi-property optimization
(1)
data-driven discovery
(1)
automated dataset
(1)
computational chemistry
(1)
automatic dataset creation
(1)
agent benchmarking
(1)
benchmark evaluation
(1)
property-specific optimization
(1)
prompt engineering
(1)
code generation
(1)
Papers
GeLLMΒ³O: Generalizing Large Language Models for Multi-property Molecule Optimization
ACL 2025
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
EMNLP 2025
Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization
EMNLP 2025
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
ICLR 2025