Lecheng Ruan
5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10)
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Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Mega-Team
(20)
Conferences
ACL (2)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
knowledge representation
(1)
constraint satisfaction
(1)
language model
(1)
domain-specific language
(1)
scientific discovery
(1)
scientific writing
(1)
scientific research
(1)
literature analysis
(1)
syntactic constraint
(1)
semantic constraint
(1)
prompt-based model
(1)
domain specific language
(1)
procedural planning
(1)
self-driving laboratory
(1)
automated design
(1)
perspective cultivation
(1)
research training
(1)
protocol translation
(1)
protocol dependence graph
(1)
structured workflow
(1)
Papers
Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
ICLR 2025
Targeted control of fast prototyping through domain-specific interface
ICML 2025
Expert-level protocol translation for self-driving labs
NIPS 2024
AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints
ACL 2024
PersLEARN: Research Training through the Lens of Perspective Cultivation
ACL 2023