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Publications

Tree-Structured Synergy of Large Language Models and Bayesian Optimization for Efficient CASH (2026)
CoFEH: LLM-driven Feature Engineering Empowered by Collaborative Bayesian Hyperparameter Optimization (2026)
MFTune: An Efficient Multi-fidelity Framework for Spark SQL Configuration Tuning (2026)
PSEO: Optimizing Post-Hoc Stacking Ensemble Through Hyperparameter Tuning (2026)
HyperRPS: An Efficient Multi-Fidelity Hyper-Parameter Tuning Framework for Rock Particle Segmentation (2026)
AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle (2026)
A-Tune-Online: Efficient and QoS-aware Online Configuration Tuning for Dynamic Workloads (2025)
Multi-aspect Diffusion Network Inference (2023)
Reconstructing Diffusion Networks from Incomplete Data (2022)

Projects