Alex Chen
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(22)
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Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Learning Types
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Keywords
variational inference
(1)
domain adaptation
(1)
structure learning
(1)
causal discovery
(1)
knowledge editing
(1)
adaptive learning
(1)
sequential monte carlo
(1)
dynamic programming
(1)
dynamic time warping
(1)
time series alignment
(1)
interactive agent
(1)
differentiable simulation
(1)
kv cache compression
(1)
hyperbolic embedding
(1)
unbiased estimator
(1)
binary data
(1)
agent system
(1)
causal graphical model
(1)
knowledge retrieval
(1)
knowledge updating
(1)
Papers
The Pitfalls of KV Cache Compression
ACL 2026
Causal Discovery on Dependent Binary Data
AISTATS 2025
Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance
EMNLP 2025
Variational Combinatorial Sequential Monte Carlo for Bayesian Phylogenetics in Hyperbolic Space
AISTATS 2025
BILCO: An Efficient Algorithm for Joint Alignment of Time Series
NeurIPS 2022
FourierNets enable the design of highly non-local optical encoders for computational imaging
NeurIPS 2022