 Explainable Swarm: A Methodological Framework for Interpreting Swarm IntelligenceInternational Conference on Process Control (ICPC), 2025 |
 In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design
of HeuristicsACM Transactions on Evolutionary Learning and Optimization (ACM TELO), 2024 |
 BaCO: A Fast and Portable Bayesian Compiler Optimization FrameworkInternational Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2022 |
 Multi-Fidelity Cost-Aware Bayesian OptimizationComputer Methods in Applied Mechanics and Engineering (CMAME), 2022 |
 Reinforcement Learning with Automated Auxiliary Loss SearchNeural Information Processing Systems (NeurIPS), 2022 |
 Multi-objective hyperparameter optimization with performance uncertaintyInternational Conferences on Optimization and Learning (ICCOL), 2022 |
 Naive Automated Machine LearningMachine-mediated learning (ML), 2021 |
 Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization
Pragmas Using Bayesian Optimization (extended version)International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (SHPCS), 2020 |
 CATE: Computation-aware Neural Architecture Encoding with TransformersInternational Conference on Machine Learning (ICML), 2021 |
