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Research

• InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization

• InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate

• From Anisotropy to Anomaly: An Online Geometric Diagnostics Framework for Transformer Training

• DensityFM: Foundation-Style Pretraining for Density Estimation

Talks and presentations

• Foundation-style Methods for Real-Time Statistical Dependency Measurement and Its Applications

• InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization

Teaching

• ELEC 3544 — Data Science with Foundation Models (TA)

CV downloads

• English CV (PDF)
• 中文简历 (PDF)