| 2026 | ICDE | Lequa: A Learning-Based Query-Aware Framework for Selective Query Optimization. | Guoneng Li, Pengfei Zheng, Ling Xu, Yan Li, Bolong Zheng |
| 2026 | ICDE | TemplateQO: Template-Aware and Scalable Query Optimization with Data-Efficient Learning. | Pengfei Zheng, Guoneng Li, Ling Xu, Rong Zhu, Yan Li, Bolong Zheng |
| 2025 | AAAI | CoffeeBoost: Gradient Boosting Native Conformal Inference for Bayesian Optimization. | Yuanhao Lai, Pengfei Zheng, Chenpeng Ji, Cheng Qiu, Tingkai Wang, Songhan Zhang, Zhengang Wang, Yunfei Du |
| 2025 | ICCV | Co-VisiON: Co-Visibility ReasONing on Sparse Image Sets of Indoor Scenes. | Chao Chen, Nobel Dang, Juexiao Zhang, Wenkai Sun, Pengfei Zheng, Xuhang He, Yimeng Ye, Jiasheng Zhang, Taarun Srinivas, Chen Feng |
| 2024 | AAAI | Geometric-Facilitated Denoising Diffusion Model for 3D Molecule Generation. | Can Xu, Haosen Wang, Weigang Wang, Pengfei Zheng, Hongyang Chen |
| 2024 | ICLR | NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation. | Pengfei Zheng, Yonggang Zhang, Zhen Fang, Tongliang Liu, Defu Lian, Bo Han |
| 2024 | KDD | Unsupervised Heterogeneous Graph Rewriting Attack via Node Clustering. | Haosen Wang, Can Xu, Chenglong Shi, Pengfei Zheng, Shiming Zhang, Minhao Cheng, Hongyang Chen |
| 2023 | EuroSys | CFS: Scaling Metadata Service for Distributed File System via Pruned Scope of Critical Sections. | Yiduo Wang, Yufei Wu, Cheng Li, Pengfei Zheng, Biao Cao, Yan Sun, Fei Zhou, Yinlong Xu, Yao Wang, Guangjun Xie |
| 2023 | NSDI | Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning. | Pengfei Zheng, Rui Pan, Tarannum Khan, Shivaram Venkataraman, Aditya Akella |
| 2023 | SC | Mirage: Towards Low-interruption Services on Batch GPU Clusters with Reinforcement Learning. | Qiyang Ding, Pengfei Zheng, Shreyas Kudari, Shivaram Venkataraman, Zhao Zhang |
| 2022 | AISTATS | Finding Dynamics Preserving Adversarial Winning Tickets. | Xupeng Shi, Pengfei Zheng, A. Adam Ding, Yuan Gao, Weizhong Zhang |
| 2021 | HPCC | Remote sensing identification of seasonal pasture based on Sentinel-2. | Shiqi Su, Panfei Fang, Rui Qian, Pengfei Zheng, Zhenping Qiang |
| 2018 | SIGMETRICS | Hound: Causal Learning for Datacenter-scale Straggler Diagnosis. | Pengfei Zheng, Benjamin C. Lee |
| 2014 | INFOCOM | CauseInfer: Automatic and distributed performance diagnosis with hierarchical causality graph in large distributed systems. | Pengfei Chen, Yong Qi, Pengfei Zheng, Di Hou |
| 2012 | ISSRE | An Advanced Methodology for Measuring and Characterizing Software Aging. | Pengfei Zheng, Qingguo Xu, Yong Qi |