Xuan Di
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (17) π Conference Polyglot (4)
π
Cross-Pollinator
(8)
π
Grand Slam
π₯
Unstoppable
(5)
Conferences
AAAI (2)
ICLR (2)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
causal inference
(2)
imitation learning
(2)
unobserved confounder
(2)
backdoor criterion
(1)
autonomous driving
(1)
markov decision process
(1)
neural network regularization
(1)
autonomous vehicle
(1)
expert demonstration
(1)
data efficiency
(1)
causal imitation learning
(1)
partial identification
(1)
causal imitation
(1)
data-driven approach
(1)
hybrid model
(1)
confounding bia
(1)
neural network
(1)
physics-informed deep learning
(1)
traffic state estimation
(1)
hybrid paradigm
(1)
Papers
Stochastic Semi-Gradient Descent for Learning Mean Field Games with Population-Aware Function Approximation
ICLR 2025
Causal Imitation for Markov Decision Processes: a Partial Identification Approach
NIPS 2024
Graphon Mean Field Games with a Representative Player: Analysis and Learning Algorithm
ICML 2024
Causal Imitation Learning via Inverse Reinforcement Learning
ICLR 2023
Learning Human Driving Behaviors with Sequential Causal Imitation Learning
AAAI 2022
Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models
AAAI 2021