Yixin Ren
7 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (9) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
AAAI (3)
IJCAI (2)
AISTATS (1)
NIPS (1)
Top co-authors
Research topics
Keywords
causal discovery
(4)
independence test
(2)
hilbert-schmidt independence criterion
(2)
representation learning
(1)
domain adaptation
(1)
feature extraction
(1)
feature selection
(1)
kernel learning
(1)
time series
(1)
gene expression
(1)
causal structure
(1)
kernel ridge regression
(1)
conditional independence
(1)
nonlinear causal discovery
(1)
high-dimensional datum
(1)
causal mechanism
(1)
conditional independence test
(1)
invariant learning
(1)
fourier feature
(1)
causal graph
(1)
Papers
Invariant Feature Learning for Counterfactual Watch-time Prediction in Video Recommendation
AAAI 2026
Identifying Causal Mechanism Shifts Under Additive Models with Arbitrary Noise
IJCAI 2025
Efficient Constraint-based Window Causal Graph Discovery in Time Series with Multiple Time Lags
IJCAI 2025
Learning Adaptive Kernels for Statistical Independence Tests
AISTATS 2024
Efficiently Learning Significant Fourier Feature Pairs for Statistical Independence Testing
NIPS 2024
Differentially Private Nonlinear Causal Discovery from Numerical Data
AAAI 2023
Multi-Level Wavelet Mapping Correlation for Statistical Dependence Measurement: Methodology and Performance
AAAI 2023