Lecheng Ruan

5 papers · 2023–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

ACL (2) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Yu-Zhe Shi (5) Qining Wang (4) Qiao Xu (4) Fanxu Meng (3) Zhangqian Bi (3) Haofei Hou (2) Kun He (2) Mingchen Liu (2) Zijian Zhao (1) Hanlu Ma (1)

Research topics

Artificial Intelligence (5) Core AI (5) Interdisciplinary (2) Machine Learning (2) Computer Science (1) Natural Language Processing (1) Application Areas (1) Applications (1) Education (1) Foundations (1) Optimization & Theory (1) Science (1)

Keywords

large language model (2) domain-specific language (2) constraint satisfaction (1) nonparametric modeling (1) language model (1) scientific discovery (1) natural language instruction (1) scientific writing (1) protocol design (1) scientific research (1) literature analysis (1) syntactic constraint (1) semantic constraint (1) prompt-based model (1) procedural planning (1) self-driving laboratory (1) fast prototyping (1) automated design (1) design principle (1) perspective cultivation (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 AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints ACL 2024 Expert-level protocol translation for self-driving labs NeurIPS 2024 PersLEARN: Research Training through the Lens of Perspective Cultivation ACL 2023