| 2026 | ASPDAC | DRLPlace: A Deep Reinforcement Learning-based Irregular and High-Density Printed Circuit Board Placement Method. | Lei Cai, Ke Cheng, Jixin Zhang, Haiyun Li, Zhiwei Ye |
| 2026 | DATE | MGPA: A Memristor-based Genome Processing Accelerator for Single-cell RNA Sequencing. | Yang Han, Lianfeng Yu, Teng Zhang, Bowen Wang, Yihang Zhu, Lei Cai, Yaoyu Tao, Yuchao Yang |
| 2025 | DATE | SACPlace: Multi-Agent Deep Reinforcement Learning for Symmetry-Aware Analog Circuit Placement. | Lei Cai, Guojing Ge, Guibo Zhu, Jixin Zhang, Jinqiao Wang, Bowen Jia, Ning Xu |
| 2024 | MICRO | MeMCISA: Memristor-Enabled Memory-Centric Instruction-Set Architecture for Database Workloads. | Yihang Zhu, Lei Cai, Lianfeng Yu, Anjunyi Fan, Longhao Yan, Zhaokun Jing, Bonan Yan, Pek Jun Tiw, Yuqi Li, Yaoyu Tao, Yuchao Yang |
| 2023 | FPGA | Accelerating Neural-ODE Inference on FPGAs with Two-Stage Structured Pruning and History-based Stepsize Search. | Lei Cai, Jing Wang, Lianfeng Yu, Bonan Yan, Yaoyu Tao, Yuchao Yang |
| 2023 | ICASSP | Two-Stage Video De-Raining with Spatio-Temporal Fusion and Illumination-Invariant Detail Preservation. | Yufeng Tan, Youjun Xiang, Lei Cai, Pengcheng Wang, Ying Zhang, Yuli Fu |
| 2022 | GPC | Deployment Strategy of Highway RSUs for Vehicular Ad Hoc Networks Considering Accident Notification. | Yufeng Chen, Yingkui Ma, Zhengtao Xiang, Lei Cai, Yu Zhang, Hanwen Cao |
| 2022 | ICASSP | Single Image De-Raining with High-Low Frequency Guidance. | Ying Zhang, Youjun Xiang, Lei Cai, Yuli Fu, Wanliang Huo, Junjun Xia |
| 2022 | ISPA | A CVAE-GAN-based Approach to Process Imbalanced Datasets for Intrusion Detection in Marine Meteorological Sensor Networks. | Xin Su, Tian Tian, Lei Cai, Baoliu Ye, Hongyan Xing |
| 2021 | CIKM | Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs. | Lei Cai, Zhengzhang Chen, Chen Luo, Jiaping Gui, Jingchao Ni, Ding Li, Haifeng Chen |
| 2021 | ICPP | Hippie: A Data-Paralleled Pipeline Approach to Improve Memory-Efficiency and Scalability for Large DNN Training. | Xiangyu Ye, Zhiquan Lai, Shengwei Li, Lei Cai, Ding Sun, Linbo Qiao, Dongsheng Li |
| 2020 | AAAI | A Multi-Scale Approach for Graph Link Prediction. | Lei Cai, Shuiwang Ji |
| 2020 | AAAI | Adaptive Convolutional ReLUs. | Hongyang Gao, Lei Cai, Shuiwang Ji |
| 2020 | APWEB | Blockchain PG: Enabling Authenticated Query and Trace Query in Database. | Qingxing Guo, Sijia Deng, Lei Cai, Yanchao Zhu, Zhao Zhang, Cheqing Jin |
| 2020 | ECCV | Structural Plan of Indoor Scenes with Personalized Preferences. | Xinhan Di, Pengqian Yu, Hong Zhu, Lei Cai, Qiuyan Sheng, Changyu Sun, Ling-Qiang Ran |
| 2020 | INFOCOM | Poster Abstract: Model Average-based Distributed Training for Sparse Deep Neural Networks. | Yuetong Yang, Zhiquan Lai, Lei Cai, Dongsheng Li |
| 2020 | KDD | Deep Learning of High-Order Interactions for Protein Interface Prediction. | Yi Liu, Hao Yuan, Lei Cai, Shuiwang Ji |
| 2020 | VCIP | Fast compressed sensing recovery using generative models and sparse deviations modeling. | Lei Cai, Yuli Fu, Youjun Xiang, Tao Zhu, Xianfeng Li, Huanqiang Zeng |
| 2019 | ICDM | An Efficient Policy Gradient Method for Conditional Dialogue Generation. | Lei Cai, Shuiwang Ji |
| 2019 | IJCAI | Dense Transformer Networks for Brain Electron Microscopy Image Segmentation. | Jun Li, Yongjun Chen, Lei Cai, Ian Davidson, Shuiwang Ji |
| 2019 | MICCAI | Fully Deep Learning for Slit-Lamp Photo Based Nuclear Cataract Grading. | Chaoxi Xu, Xiangjia Zhu, Wenwen He, Yi Lu, Xixi He, Zongjiang Shang, Jun Wu, Keke Zhang, Yinglei Zhang, Xianfang Rong, Zhennan Zhao, Lei Cai, Dayong Ding, Xirong Li |
| 2019 | VCIP | A Coarse-to-fine Cascading Model for Cataract Nuclear Segmentation in Slit-lamp Photographs. | Jun Wu, Xianfang Rong, Zhennan Zhao, Lei Cai, Dayong Ding, Xirong Li, Zongjiang Shang, Kaiwei Wang, Xixi He, Xiangjia Zhu, Wenwen He, Yi Lu, Keke Zhang, Yinglei Zhang |
| 2019 | SDM | Multi-Stage Variational Auto-Encoders for Coarse-to-Fine Image Generation. | Lei Cai, Hongyang Gao, Shuiwang Ji |
| 2018 | KDD | Deep Adversarial Learning for Multi-Modality Missing Data Completion. | Lei Cai, Zhengyang Wang, Hongyang Gao, Dinggang Shen, Shuiwang Ji |
| 2018 | KDD | Voxel Deconvolutional Networks for 3D Brain Image Labeling. | Yongjun Chen, Hongyang Gao, Lei Cai, Min Shi, Dinggang Shen, Shuiwang Ji |
| 2009 | CIS | Comparison of Extreme Learning Machine with Support Vector Regression for Reservoir Permeability Prediction. | Guo-Jian Cheng, Lei Cai, Hua-Xian Pan |