Vishal Dey
4 papers · 2025–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
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Mega-Team · Squad
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Research topics
Keywords
large language model
(4)
data-driven discovery
(2)
instruction tuning
(2)
scientific discovery
(2)
molecule optimization
(2)
benchmark evaluation
(2)
multi-property optimization
(1)
language agent
(1)
automated dataset
(1)
computational chemistry
(1)
automatic dataset creation
(1)
agent benchmarking
(1)
property-specific optimization
(1)
prompt engineering
(1)
code generation
(1)
multi-objective optimization
(1)
zero-shot generalization
(1)
drug design
(1)
Papers
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
EMNLP 2025
GeLLM³O: Generalizing Large Language Models for Multi-property Molecule Optimization
ACL 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