Yingxue Zhou
8 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Topic Evolution
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Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory · Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Generation
(2)
Learning Types
(2)
Security & Privacy
(1)
Application Areas
(1)
Applications
(1)
Differential Privacy
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
conversational ai
(2)
large language model
(2)
empirical risk minimization
(2)
differential privacy
(2)
non-convex optimization
(1)
direct preference optimization
(1)
knowledge distillation
(1)
in-context learning
(1)
sample complexity
(1)
uniform convergence
(1)
exponential family
(1)
rademacher complexity
(1)
generative model
(1)
generalization bound
(1)
adam optimizer
(1)
generalization guarantee
(1)
autonomous agent
(1)
stochastic gradient langevin dynamics
(1)
tool use
(1)
adaptive gradient method
(1)
Papers
Learning from LLM Agents: In-Context Generative Models for Text Casing in E-Commerce Ads
EMNLP 2025
Loss Gradient Gaussian Width based Generalization and Optimization Guarantees
AISTATS 2025
RecMind: Large Language Model Powered Agent For Recommendation
NAACL 2024
Improving Contextual Query Rewrite for Conversational AI Agents through User-preference Feedback Learning
EMNLP 2023
Unified Contextual Query Rewriting
ACL 2023
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics
ICML 2022
Bypassing the Ambient Dimension: Private SGD with Gradient Subspace Identification
ICLR 2021
Towards Better Generalization of Adaptive Gradient Methods
NeurIPS 2020