Xinjiang Lu
8 papers · 2020–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(5)
Core Methods
(5)
Data Science & Analytics
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Applications
(3)
Architectures
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Models
(3)
Natural Language Processing
(2)
Generation
(2)
Bayesian & Probabilistic
(1)
Learning Types · Deep Learning
(1)
Keywords
graph neural network
(4)
attention mechanism
(3)
point-of-interest recommendation
(2)
variational autoencoder
(2)
multimodal learning
(1)
time series forecasting
(1)
relational learning
(1)
latent variable
(1)
text generation
(1)
diffusion model
(1)
sparse activation
(1)
pre-trained language model
(1)
spatial-temporal modeling
(1)
diffusion probabilistic model
(1)
shapley value
(1)
variational graph autoencoder
(1)
neural topic model
(1)
uncertainty-aware learning
(1)
hierarchical structure
(1)
matrix factorization
(1)
Papers
Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder
AAAI 2024
A Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation
EMNLP 2023
Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement
NeurIPS 2022
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach
EMNLP 2022
Community-Aware Multi-Task Transportation Demand Prediction
AAAI 2021
Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction
AAAI 2021
Out-of-Town Recommendation with Travel Intention Modeling
AAAI 2021
Why We Go Where We Go: Profiling User Decisions on Choosing POIs
IJCAI 2020