Junshan Zhang
12 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (7)
π
Renaissance Researcher
(5)
π
Grand Slam
π₯
Unstoppable
(5)
π
Century Club
(12)
β‘
Prolific Year
(5)
Conferences
ICLR (4)
ICML (3)
NIPS (2)
AAAI (1)
CVPR (1)
IJCAI (1)
Top co-authors
Keywords
continual learning
(2)
catastrophic forgetting
(2)
reinforcement learning
(2)
function approximation
(2)
game theory
(1)
attention mechanism
(1)
distributed learning
(1)
gradient estimation
(1)
graph attention
(1)
time series forecasting
(1)
approximation error
(1)
incentive mechanism
(1)
ensemble method
(1)
repeated game
(1)
spatio-temporal forecasting
(1)
estimation bia
(1)
strategic user
(1)
mask learning
(1)
multi-graph neural network
(1)
dynamic graph fusion
(1)
Papers
AdaWM: Adaptive World Model based Planning for Autonomous Driving
ICLR 2025
How to Leverage Diverse Demonstrations in Offline Imitation Learning
ICML 2024
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning
ICML 2024
CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning
ICLR 2023
Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap
ICML 2023
Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention
IJCAI 2022
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer
NIPS 2022
Distributed Learning with Strategic Users: A Repeated Game Approach
AAAI 2022
Model-Based Offline Meta-Reinforcement Learning with Regularization
ICLR 2022
TRGP: Trust Region Gradient Projection for Continual Learning
ICLR 2022
KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning
CVPR 2021
Adaptive Ensemble Q-learning: Minimizing Estimation Bias via Error Feedback
NIPS 2021