Hady W. Lauw
16 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(85)
Top co-authors
Research topics
Machine Learning
(12)
Core Methods
(8)
Natural Language Processing
(6)
Data Science & Analytics
(4)
Application Areas
(4)
Applications Β· Data Science & Analytics
(4)
Applications Β· Natural Language Processing
(4)
Artificial Intelligence
(3)
Computer Science
(2)
Deep Learning
(2)
Applications Β· Computer Science
(2)
Core AI
(2)
Learning Types
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Keywords
matrix factorization
(3)
variational inference
(2)
recommender system
(2)
topic modeling
(2)
collaborative filtering
(2)
representation learning
(2)
text classification
(1)
sentiment analysis
(1)
metric learning
(1)
gaussian process
(1)
optimal transport
(1)
attention mechanism
(1)
latent dirichlet allocation
(1)
text generation
(1)
cross-modal learning
(1)
multimodal learning
(1)
text analysis
(1)
incremental learning
(1)
decision making
(1)
opinion mining
(1)
Papers
Optimal Transport Alignment of User Preferences from Ratings and Texts
UAI 2025
Augmenting Decision with Hypothesis in Reinforcement Learning
ICML 2024
Learning Multi-Faceted Prototypical User Interests
ICLR 2024
Cornac: A Comparative Framework for Multimodal Recommender Systems
JMLR 2020
Stochastically Robust Personalized Ranking for LSH Recommendation Retrieval
AAAI 2020
Synthesizing Aspect-Driven Recommendation Explanations from Reviews
IJCAI 2020
Topic Modeling on Document Networks with Adjacent-Encoder
AAAI 2020
CompareLDA: A Topic Model for Document Comparison
AAAI 2019
Correlation-Sensitive Next-Basket Recommendation
IJCAI 2019
Learning Multiple Maps from Conditional Ordinal Triplets
IJCAI 2019
VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis
AAAI 2019
A Bayesian Latent Variable Model of User Preferences with Item Context
IJCAI 2018
Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation
IJCAI 2018
Basket-Sensitive Personalized Item Recommendation
IJCAI 2017
Semantic Visualization for Short Texts with Word Embeddings
IJCAI 2017
Word Clouds with Latent Variable Analysis for Visual Comparison of Documents
IJCAI 2016