Haomin Wen
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(21)
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Data Science & Analytics
(5)
Deep Learning
(5)
Core AI
(5)
Applications
(4)
Core Methods
(4)
Architectures
(3)
Learning Types
(2)
Models
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Keywords
graph neural network
(3)
large language model
(2)
sequence generation
(1)
reinforcement learning
(1)
path planning
(1)
uncertainty quantification
(1)
expectation maximization
(1)
trajectory prediction
(1)
flow matching
(1)
time series
(1)
diffusion model
(1)
mixture of expert
(1)
ranking loss
(1)
spatio-temporal data
(1)
spatio-temporal prediction
(1)
multimodal prediction
(1)
mixture density network
(1)
backdoor adjustment
(1)
travel time estimation
(1)
latent embedding
(1)
Papers
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation
AAAI 2025
Embracing Large Language Models in Traffic Flow Forecasting
ACL 2025
T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models
IJCAI 2025
TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories
IJCAI 2025
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment
NeurIPS 2023
GMDNet: A Graph-Based Mixture Density Network for Estimating Packages’ Multimodal Travel Time Distribution
AAAI 2023