Beicheng Xu

According to our database, Beicheng Xu authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle.

Weitong Qian, Beicheng Xu, Zhongao Xie, Bowen Fan, Guozheng Tang, Jiale Chen, Xinzhe Wu, Mingtian Yang, Chenyang Di, Jiajun Li, Lingching Tung, Peichao Lai, Yifei Xia, Ziyi Guo, Yanwei Xu, Yanzhao Qin, Shaoduo Gan, Xupeng Miao, Bin Cui

CoRR, May, 2026

ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows.

Wei Liu, Yang Gu, Xi Yan, Zihan Nan, Beicheng Xu, Keyao Ding, Bin Cui, Wentao Zhang

CoRR, May, 2026

MFTune: An Efficient Multi-fidelity Framework for Spark SQL Configuration Tuning.

Beicheng Xu, Lingching Tung, Yuchen Wang, Yupeng Lu, Bin Cui

CoRR, March, 2026

CoFEH: LLM-driven Feature Engineering Empowered by Collaborative Bayesian Hyperparameter Optimization.

Beicheng Xu, Keyao Ding, Wei Liu, Yupeng Lu, Bin Cui

CoRR, February, 2026

LB-MCTS: Synergizing Large Language Models and Bayesian Optimization for Efficient CASH.

Beicheng Xu, Weitong Qian, Lingching Tung, Yupeng Lu, Bin Cui

CoRR, January, 2026

PSEO: Optimizing Post-hoc Stacking Ensemble Through Hyperparameter Tuning.

Beicheng Xu, Wei Liu, Keyao Ding, Yupeng Lu, Bin Cui

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

A-Tune-Online: Efficient and QoS-Aware Online Configuration Tuning for Dynamic Workloads.

Yu Shen, Beicheng Xu, Yupeng Lu, Donghui Chen, Huaijun Jiang, Zhipeng Xie, Senbo Fu, Nan Zhang, Yuxin Ren, Ning Jia, Xinwei Hu, Bin Cui

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

OpenBox: A Python Toolkit for Generalized Black-box Optimization.

Huaijun Jiang, Yu Shen, Yang Li, Beicheng Xu, Sixian Du, Wentao Zhang, Ce Zhang, Bin Cui

J. Mach. Learn. Res., 2024

2023

Multi-aspect Diffusion Network Inference.

Hao Huang, Keqi Han, Beicheng Xu, Ting Gan

Proceedings of the ACM Web Conference 2023, 2023

2022

Reconstructing Diffusion Networks from Incomplete Data.

Hao Huang, Keqi Han, Beicheng Xu, Ting Gan

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022