Yingxue Zhou
8 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Academic Marathon (5) π Conference Polyglot (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Unstoppable
(6)
Conferences
EMNLP (2)
ACL (1)
AISTATS (1)
ICLR (1)
ICML (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
conversational ai
(2)
large language model
(2)
multi-task learning
(1)
nonconvex optimization
(1)
direct preference optimization
(1)
knowledge distillation
(1)
in-context learning
(1)
exponential family
(1)
generative model
(1)
generalization bound
(1)
adam optimizer
(1)
autonomous agent
(1)
stochastic gradient langevin dynamics
(1)
tool use
(1)
adaptive gradient method
(1)
feedback learning
(1)
recommender system
(1)
generalization performance
(1)
query rewriting
(1)
expected stability
(1)
Papers
Loss Gradient Gaussian Width based Generalization and Optimization Guarantees
AISTATS 2025
Learning from LLM Agents: In-Context Generative Models for Text Casing in E-Commerce Ads
EMNLP 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
NIPS 2020