Junzhou Zhao
9 papers · 2018–2026 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (32) 🌍 Conference Polyglot · Bronze
🧬
Topic Evolution
🗃️
Keyword Collector
(51)
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Core Methods
(5)
Deep Learning
(3)
Natural Language Processing
(3)
Reinforcement Learning
(2)
Applications
(2)
Architectures
(2)
Methods
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Keywords
reinforcement learning
(2)
multi-action dialog
(2)
dialog policy
(2)
attention mechanism
(2)
graph neural network
(2)
text classification
(2)
latent factor model
(1)
data summarization
(1)
question answering
(1)
distribution shift
(1)
bandit learning
(1)
greedy algorithm
(1)
cardinality constraint
(1)
streaming algorithm
(1)
hallucination mitigation
(1)
knowledge base
(1)
long short-term memory
(1)
graph convolution
(1)
approximation algorithm
(1)
named entity recognition
(1)
Papers
A Theoretical Analysis of Detecting Large Model-Generated Time Series
AAAI 2026
The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models
ACL 2024
Multi-Action Dialog Policy Learning from Logged User Feedback
AAAI 2023
“Think Before You Speak”: Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs
IJCAI 2022
Learning to Check Contract Inconsistencies
AAAI 2021
Distinguish Confusing Law Articles for Legal Judgment Prediction
ACL 2020
MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions
IJCAI 2019
Submodular Optimization over Streams with Inhomogeneous Decays
AAAI 2019
Modeling the Assimilation-Contrast Effects in Online Product Rating Systems: Debiasing and Recommendations
IJCAI 2018