Yupeng Lu

11 papers A* 4B 1Journal 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CoFEH: LLM-driven Feature Engineering Empowered by Collaborative Bayesian Hyperparameter Optimization. CoRR Beicheng Xu, Keyao Ding, Wei Liu, Yupeng Lu, Bin Cui
2026	J	`jnl`	LB-MCTS: Synergizing Large Language Models and Bayesian Optimization for Efficient CASH. CoRR Beicheng Xu, Weitong Qian, Lingching Tung, Yupeng Lu, Bin Cui
2026	J	`jnl`	MFTune: An Efficient Multi-fidelity Framework for Spark SQL Configuration Tuning. CoRR Beicheng Xu, Lingching Tung, Yuchen Wang, Yupeng Lu, Bin Cui
2026	A*	`conf`	PSEO: Optimizing Post-hoc Stacking Ensemble Through Hyperparameter Tuning. AAAI Beicheng Xu, Wei Liu, Keyao Ding, Yupeng Lu, Bin Cui
2025	A*	`conf`	A-Tune-Online: Efficient and QoS-Aware Online Configuration Tuning for Dynamic Workloads. ICDE Yu Shen, Beicheng Xu, Yupeng Lu, Donghui Chen, Huaijun Jiang, Zhipeng Xie, Senbo Fu, Nan Zhang, Yuxin Ren, Ning Jia, Xinwei Hu, Bin Cui
2025	B	`conf`	GMP: A GNN-Enhanced Mamba-2 Neural Predictor for Efficient NAS. SMC Yupeng Lu, Hongyan Mao, Ningkang Jiang
2025	J	`jnl`	PSEO: Optimizing Post-hoc Stacking Ensemble Through Hyperparameter Tuning. CoRR Beicheng Xu, Wei Liu, Keyao Ding, Yupeng Lu, Bin Cui
2023	J	`jnl`	DivBO: Diversity-aware CASH for Ensemble Learning. CoRR Yu Shen, Yupeng Lu, Yang Li, Yaofeng Tu, Wentao Zhang, Bin Cui
2023	A*	`conf`	Rover: An Online Spark SQL Tuning Service via Generalized Transfer Learning. KDD Yu Shen, Xinyuyang Ren, Yupeng Lu, Huaijun Jiang, Huanyong Xu, Di Peng, Yang Li, Wentao Zhang, Bin Cui
2023	J	`jnl`	Rover: An online Spark SQL tuning service via generalized transfer learning. CoRR Yu Shen, Xinyuyang Ren, Yupeng Lu, Huaijun Jiang, Huanyong Xu, Di Peng, Yang Li, Wentao Zhang, Bin Cui
2022	A*	`conf`	DivBO: Diversity-aware CASH for Ensemble Learning. NeurIPS Yu Shen, Yupeng Lu, Yang Li, Yaofeng Tu, Wentao Zhang, Bin Cui