Wenlin Chen
12 papers · 2013–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (12) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (18)
π
Academic Marathon
(12)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π
Century Club
(12)
π
Trend Setter
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Conference Pioneer
Conferences
ICML (5)
ACL (2)
AISTATS (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
model compression
(1)
probabilistic modeling
(1)
manifold learning
(1)
neural network optimization
(1)
distributed computing
(1)
outlier detection
(1)
maximum variance unfolding
(1)
parameter sharing
(1)
cardinality constraint
(1)
weight sharing
(1)
submodular maximization
(1)
outlier handling
(1)
clustering algorithm
(1)
greedy algorithm
(1)
approximation algorithm
(1)
training dynamics
(1)
k-center clustering
(1)
relu network
(1)
matroid constraint
(1)
approximation bound
(1)
Papers
Progressive Tempering Sampler with Diffusion
ICML 2025
Training Neural Samplers with Reverse Diffusive KL Divergence
AISTATS 2025
Diffusive Gibbs Sampling
ICML 2024
Neural Characteristic Activation Analysis and Geometric Parameterization for ReLU Networks
NIPS 2024
Modelling Variability in Human Annotator Simulation
ACL 2024
Wukong: Towards a Scaling Law for Large-Scale Recommendation
ICML 2024
Meta-learning Adaptive Deep Kernel Gaussian Processes for Molecular Property Prediction
ICLR 2023
Strategies for Training Large Vocabulary Neural Language Models
ACL 2016
Compressing Neural Networks with the Hashing Trick
ICML 2015
Fast Distributed k-Center Clustering with Outliers on Massive Data
NIPS 2015
Filtered Search for Submodular Maximization with Controllable Approximation Bounds
AISTATS 2015
Maximum Variance Correction with Application to A* Search
ICML 2013