Jian Shen
12 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (24) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver
π€
Dynamic Duo
(10)
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(52)
Top co-authors
Research topics
Machine Learning
(10)
Reinforcement Learning
(7)
Learning Types Β· Machine Learning
(7)
Methods
(7)
Artificial Intelligence
(5)
Application Areas
(3)
Core AI
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Interdisciplinary
(2)
Applications
(2)
Education
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Data Science & Analytics
(1)
Keywords
policy optimization
(5)
model-based reinforcement learning
(5)
sample efficiency
(4)
knowledge tracing
(2)
transfer learning
(2)
dynamics model
(2)
recommender system
(2)
reinforcement learning
(1)
multi-agent reinforcement learning
(1)
differential privacy
(1)
offline reinforcement learning
(1)
algorithmic fairness
(1)
domain adaptation
(1)
policy gradient
(1)
representation learning
(1)
behavior cloning
(1)
feature representation
(1)
feature learning
(1)
markov decision process
(1)
named entity recognition
(1)
Papers
Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off
ICML 2025
Adaptation Augmented Model-based Policy Optimization
JMLR 2023
Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation
AAAI 2023
Towards Return Parity in Markov Decision Processes
AISTATS 2022
Curriculum Offline Imitating Learning
NeurIPS 2021
MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks
IJCAI 2021
Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts
IJCAI 2021
On Effective Scheduling of Model-based Reinforcement Learning
NeurIPS 2021
Bidirectional Model-based Policy Optimization
ICML 2020
Improving Knowledge Tracing via Pre-training Question Embeddings
IJCAI 2020
Model-based Policy Optimization with Unsupervised Model Adaptation
NeurIPS 2020
Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition
NAACL 2018