Xinjiang Lu
8 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π£ Hot Topic Early Bird π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(50)
Conferences
AAAI (4)
EMNLP (2)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(4)
attention mechanism
(3)
point-of-interest recommendation
(2)
relational learning
(1)
multi-modal learning
(1)
time series forecasting
(1)
text generation
(1)
diffusion model
(1)
latent variable
(1)
variational autoencoder
(1)
sparse activation
(1)
spatial-temporal modeling
(1)
diffusion probabilistic model
(1)
pretrained language model
(1)
variational auto-encoder
(1)
shapley value
(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
NIPS 2022
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach
EMNLP 2022
Out-of-Town Recommendation with Travel Intention Modeling
AAAI 2021
Community-Aware Multi-Task Transportation Demand Prediction
AAAI 2021
Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction
AAAI 2021
Why We Go Where We Go: Profiling User Decisions on Choosing POIs
IJCAI 2020