Jiayu Shen
3 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Learning Paradigms
(1)
Learning Types
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Science
(1)
Keywords
in-context learning
(2)
semantic parsing
(2)
synthetic data generation
(1)
natural gradient
(1)
gradient descent
(1)
dynamical system
(1)
structured data
(1)
agent system
(1)
knowledge base question answering
(1)
koopman operator
(1)
environmental feedback
(1)
structured data reasoning
(1)
quantum optimization
(1)
large language model
(1)
few-shot learning
(1)
knowledge-based question answering
(1)
quantum computing
(1)
Papers
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data
ACL 2025
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction
ACL 2024
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning
NeurIPS 2023