Qining Wang

4 papers · 2024–2025 · 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 (11) 🐣 Hot Topic Early Bird

Venues

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

Top co-authors

Yu-Zhe Shi (4) Lecheng Ruan (4) Qiao Xu (3) Zhangqian Bi (3) Fanxu Meng (3) Mingchen Liu (2) Kun He (2) Haofei Hou (2) Huamin Qu (1) Xiang Wei (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (2) Computer Science (1) Interdisciplinary (1) Natural Language Processing (1) Application Areas (1) Applications (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) protocol design (1) syntactic constraint (1) semantic constraint (1) procedural planning (1) self-driving laboratory (1) fast prototyping (1) automated design (1) design principle (1) protocol translation (1) protocol dependence graph (1) structured workflow (1) procedural representation (1) automated domain specification (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