Xuan Zhou
6 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Methods
(1)
Optimization & Theory
(1)
Understanding
(1)
Keywords
large language model
(4)
zero-shot learning
(1)
benchmark evaluation
(1)
few-shot learning
(1)
knowledge distillation
(1)
named entity recognition
(1)
item response theory
(1)
bias detection
(1)
responsible ai
(1)
medical nlp
(1)
hierarchical reinforcement learning
(1)
markov decision process
(1)
viterbi algorithm
(1)
language model
(1)
graph attention network
(1)
recommendation system
(1)
network routing
(1)
conditional random field
(1)
agent-based model
(1)
clinical decision-making
(1)
Papers
GASim: A Graph-Accelerated Hybrid Framework for Social Simulation
ACL 2026
Hierarchical Reinforcement Learning with Topology-Aware Exploration Framework for Multi-path Commodity Flow Problem
AAAI 2026
K-12EduBench: A Benchmark for Evaluating Large Language Models’ Knowledge, Problem-Solving, and Educational Goal Cognition in K-12 Education
AAAI 2026
“Yuki Gets Sushi, David Gets Steak?”: Uncovering Gender and Racial Biases in LLM-Based Meal Recommendations
EACL 2026
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark
EMNLP 2024
Multi-Grained Knowledge Distillation for Named Entity Recognition
NAACL 2021