Yu-Zhe Shi
6 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
(17)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(5)
Interdisciplinary
(3)
Machine Learning
(3)
Optimization & Theory
(2)
Computer Science
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Core Methods
(1)
Education
(1)
Foundations
(1)
Learning Types
(1)
Keywords
large language model
(2)
domain-specific language
(2)
representation learning
(2)
nonparametric modeling
(1)
concept learning
(1)
prior probability
(1)
visual concept
(1)
bayesian generalization
(1)
language model
(1)
representation space
(1)
scientific discovery
(1)
natural language instruction
(1)
scientific writing
(1)
protocol design
(1)
scientific research
(1)
literature analysis
(1)
similarity-based generalization
(1)
syntactic constraint
(1)
rule-based generalization
(1)
semantic constraint
(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
On the Complexity of Bayesian Generalization
ICML 2023
PersLEARN: Research Training through the Lens of Perspective Cultivation
ACL 2023