Author

Chen-Feng Huang

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Oct 2026

Nephele: Bridging DDR–CXL Latency Gaps with Benefit-Aware Caching for In-Memory Databases on Hybrid Memory

In-memory databases rely on DDR memory for performance, yet capacity scaling is impeded by physical constraints and the high cost of high-density DIMMs. Compute Express Link (CXL) provides a practical path for memory expansion through a DDR-compatible interface. However, CXL memory exhibits inferior latency and bandwid...

Hui Cao, S. Yang, Yun-Fan Li et al. · ACM Transactions on Architec... · 1 citation

#machine learning Preprint Sep 2026

Model-Agnostic Online Certificate-Driven Calibration for Time Series Forecasting Under Distribution Shift

Time series out-of-distribution generalization requires forecasters to remain reliable when deployment dynamics differ from training conditions due to covariate shift, concept shift, and temporal dependence. Probably Approximately Correct Bayesian domain adaptation provides computable certificates by decomposing target...

Chen-Feng Huang, Zi-Xuan Ma, George Michailidis · 3 citations

#machine learning Review Sep 2026

Causal Bayesian Optimization: Foundations, Methods, and Applications

This survey provides a systematic review of CBO through a unified BO-loop perspective, showing how causal assumptions shape intervention search spaces, surrogate models, acquisition functions, and decision policies, and identifies key open challenges, including robustness to causal-assumption violations, scalable unkno...

Chen-Feng Huang, Thuy T. Le, Zi-Xuan Ma et al. · Trans. Mach. Learn. Res. · 0 citations