| 2026 | AAAI | RECoRD: A Multi-Agent LLM Framework for Reverse Engineering Codebase to Relational Diagram. | Yuan Xue, Xiaoyu Lu, Yunfei Bai, Yunan Liu, Hoiyi Ng |
| 2025 | ISSRE | A Reinforcement Learning-Based Approach to Enhancing Concurrency Software Failure Reproduction Rate. | Xiaoyu Lu, Kun Qiu, Yuxiang Hu, Jiajia Wang |
| 2025 | WSC | INQUIRE: Input-Aware Quantification of Uncertainty for Interpretation, Risk, and Experimentation. | Yujing Lin, Jingtao Zhang, Mitchell Perry, Xiaoyu Lu, Yunan Liu, Hoiyi Ng |
| 2025 | WSC | When Interpretability Meets Efficiency: Integrating Emulation into Supply Chain Simulation. | Xiaoyu Lu, Yujing Lin, Hoiyi Ng, Yunan Liu |
| 2025 | WSC | Who's to Blame? Unraveling Causal Drivers in Supply Chain Simulations with a Shapley Value Based Attribution Mechanism using Gaussian Process Emulator. | Hoiyi Ng, Yujing Lin, Xiaoyu Lu, Yunan Liu |
| 2024 | AAAI | UniADS: Universal Architecture-Distiller Search for Distillation Gap. | Liming Lu, Zhenghan Chen, Xiaoyu Lu, Yihang Rao, Lujun Li, Shuchao Pang |
| 2024 | APWEB | FPTSF: A Failure Prediction of Hard Disks Based on Time Series Features Towards Low Quality Dataset. | Xiaoyu Lu, Chenfeng Tu, Hongzhang Yang, Jiangpu Guo, Hailong Sun |
| 2022 | EMNLP | QaDialMoE: Question-answering Dialogue based Fact Verification with Mixture of Experts. | Longzheng Wang, Peng Zhang, Xiaoyu Lu, Lei Zhang, Chaoyang Yan, Chuang Zhang |
| 2022 | ICML | Additive Gaussian Processes Revisited. | Xiaoyu Lu, Alexis Boukouvalas, James Hensman |
| 2021 | ICDM | Spatially and Robustly Hybrid Mixture Regression Model for Inference of Spatial Dependence. | Wennan Chang, Pengdao Dang, Changlin Wan, Xiaoyu Lu, Yue Fang, Tong Zhao, Yong Zang, Bo Li, Chi Zhang, Sha Cao |
| 2020 | AISTATS | Causal Bayesian Optimization. | Virginia Aglietti, Xiaoyu Lu, Andrei Paleyes, Javier Gonzlez |
| 2018 | ICML | Structured Variationally Auto-encoded Optimization. | Xiaoyu Lu, Javier Gonzlez, Zhenwen Dai, Neil D. Lawrence |
| 2017 | AISTATS | Relativistic Monte Carlo. | Xiaoyu Lu, Valerio Perrone, Leonard Hasenclever, Yee Whye Teh, Sebastian J. Vollmer |
| 2017 | LAK | New features in Wikiglass, a learning analytic tool for visualizing collaborative work on wikis. | Xiao Hu, Chengrui Yang, Chen Qiao, Xiaoyu Lu, Sam K. W. Chu |