Xiaowei Mao
5 papers · 2023–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Data Science & Analytics
(3)
Applications
(3)
Models
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Reinforcement Learning
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
spatio-temporal data
(2)
reinforcement learning
(2)
few-shot learning
(1)
path planning
(1)
uncertainty quantification
(1)
expectation maximization
(1)
trajectory prediction
(1)
conditional generation
(1)
posterior approximation
(1)
diffusion model
(1)
missing data imputation
(1)
generative prior
(1)
node embedding
(1)
mixture of expert
(1)
pre-trained language model
(1)
score-based diffusion
(1)
multimodal prediction
(1)
mixture density network
(1)
traffic signal control
(1)
travel time estimation
(1)
Papers
Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation
AAAI 2026
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation
AAAI 2025
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM
AAAI 2025
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data
NeurIPS 2024
GMDNet: A Graph-Based Mixture Density Network for Estimating Packages’ Multimodal Travel Time Distribution
AAAI 2023