Projects
AutoSci: Automated Research System
Project Lead
AutoSci supports end-to-end research automation, covering literature review, research ideation, experimentation, and scientific writing.
Its AI-for-AI workflows include automated feature engineering, algorithm selection, hyperparameter tuning, and model ensembling.
Openbox: General-Purpose Black-Box Optimization
Project Lead
Openbox is a general-purpose black-box optimization system supporting single-objective and multi-objective optimization.
Huawei HiSilicon: General-Purpose Offline System Tuning
Industry Collaboration / Intern · November 2024 - November 2025
Offline configuration tuning for databases, Spark, Ceph, and HPC in settings with high evaluation costs. Related work: MFTune (VLDB 2026).
Huawei 2012 Labs: General-Purpose Online System Tuning
Industry Collaboration / Intern · May 2023 - May 2024
Online configuration tuning for databases, Spark, Kafka, Redis, and Unix under dynamic workloads. Related work: A-Tune-Online (ICDE 2025).
PetroChina: Rock Particle Segmentation Auto-Tuning
Industry Collaboration / Intern · July 2022 - July 2024
Multi-fidelity hyperparameter tuning for efficient and accurate rock particle segmentation. Related work: HyperRPS (Tsinghua Science and Technology, 2026).