Dawen Liang
6 papers · 2015–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (10)
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
ICML (4)
AISTATS (1)
EMNLP (1)
Top co-authors
Keywords
active learning
(1)
dimensionality reduction
(1)
link prediction
(1)
manifold learning
(1)
spectral clustering
(1)
gaussian processes
(1)
collaborative filtering
(1)
preference learning
(1)
gaussian process
(1)
landmark selection
(1)
stochastic variational inference
(1)
preference modeling
(1)
graphical model
(1)
latent representation
(1)
deep neural network
(1)
variational autoencoder
(1)
retrieval-augmented generation
(1)
nonlinear factor analysis
(1)
inference network
(1)
sparse high-dimensional datum
(1)
Papers
LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience
EMNLP 2025
A Reductions Approach to Risk-Sensitive Reinforcement Learning with Optimized Certainty Equivalents
ICML 2025
Switching the Loss Reduces the Cost in Batch Reinforcement Learning
ICML 2024
Correlated Variational Auto-Encoders
ICML 2019
On the challenges of learning with inference networks on sparse, high-dimensional data
AISTATS 2018
Landmarking Manifolds with Gaussian Processes
ICML 2015