Yu-Zhe Shi
6 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 (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Mega-Team
(20)
Conferences
ACL (2)
ICML (2)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
representation learning
(1)
knowledge representation
(1)
constraint satisfaction
(1)
concept learning
(1)
prior probability
(1)
visual concept
(1)
bayesian generalization
(1)
language model
(1)
domain-specific language
(1)
representation space
(1)
scientific discovery
(1)
scientific writing
(1)
scientific research
(1)
literature analysis
(1)
similarity-based generalization
(1)
syntactic constraint
(1)
rule-based generalization
(1)
semantic constraint
(1)
prompt-based model
(1)
domain specific language
(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
On the Complexity of Bayesian Generalization
ICML 2023