| 2026 | ISCA | Revisiting Global Value Prediction: A Resurgent Complement to Local Predictors. | Ling Yang, Libo Huang, Zhong Zheng, Bingcai Sui, Sheng Ma, Yongwen Wang, Li Shen, Junhui Wang, Gang Chen, Qianming Yang, Songwen Pei, Weixia Xu |
| 2025 | DASFAA | Facial Features Enhanced Multi-branch Graph Network for Driver Drowsiness Detection. | Songwen Pei, Ying Xie, Huichen Zhang, Sen Zhang |
| 2025 | EuroPar | SONet: Towards Practical Online Neural Network for Enhancing Hard-to-Predict Branches. | Zhenxuan Xiong, Libo Huang, Ling Yang, Hui Guo, Junhui Wang, Zhong Zheng, Songwen Pei, Gang Chen, Yongwen Wang |
| 2024 | CIKM | Why Misinformation is Created? Detecting them by Integrating Intent Features. | Bing Wang, Ximing Li, Changchun Li, Bo Fu, Songwen Pei, Shengsheng Wang |
| 2024 | DAC | INSPIRE: Accelerating Deep Neural Networks via Hardware-friendly Index-Pair Encoding. | Fangxin Liu, Ning Yang, Zhiyan Song, Zongwu Wang, Haomin Li, Shiyuan Huang, Zhuoran Song, Songwen Pei, Li Jiang |
| 2024 | DAC | EOS: An Energy-Oriented Attack Framework for Spiking Neural Networks. | Ning Yang, Fangxin Liu, Zongwu Wang, Haomin Li, Zhuoran Song, Songwen Pei, Li Jiang |
| 2024 | HPCA | SPARK: Scalable and Precision-Aware Acceleration of Neural Networks via Efficient Encoding. | Fangxin Liu, Ning Yang, Haomin Li, Zongwu Wang, Zhuoran Song, Songwen Pei, Li Jiang |
| 2024 | ISPA | DiffSenseNet: Integrating Hierarchical Features and Angular Diffusion for Remote Sensing Object Detection. | Songwen Pei, Hongli Ma, Xinyun Qiu, Libo Huang |
| 2024 | NPC | Global Color-Aware Arbitrary Style Transfer with Discrete Wavelet Transform. | Bochao Chen, Junhao Tan, Xiaoqiang Li, Songwen Pei |
| 2023 | ICA3PP | Multi-view Neighbor-Enriched Contrastive Learning Framework for Bundle Recommendation. | Yuhang Chen, Sheng Liang, Songwen Pei |
| 2023 | ICPADS | Realistic Sketch Face Generation via Sketch-Guided Incomplete Restoration. | Zijie Liu, Chunhua Gu, Ying Xie, Huichen Zhang, Songwen Pei |
| 2023 | ICPADS | Knowledge Enhancement and Feature Purification for Single-stage Joint Entity and Relation Extraction. | Guohao Zhai, Songwen Pei |
| 2023 | PRICAI | SLSNet: Weakly-Supervised Skin Lesion Segmentation Network with Self-attentions. | Songwen Pei, Junjie Huang |
| 2022 | ACCV | Wavelet-Based Mamba with Fourier Adjustment for Low-Light Image Enhancement. | Junhao Tan, Songwen Pei, Wei Qin, Bo Fu, Ximing Li, Libo Huang |
| 2022 | NPC | DRP: Discrete Rank Pruning for Neural Network. | Songwen Pei, Jie Luo, Sheng Liang |
| 2022 | NPC | TransMigrator: A Transformer-Based Predictive Page Migration Mechanism for Heterogeneous Memory. | Songwen Pei, Jianan Li, Yihuan Qian, Jie Tang, Jean-Luc Gaudiot |
| 2021 | COMPSAC | STARS: Spatial Temporal Graph Convolution Network for Action Recognition System on FPGAs. | Songwen Pei, Xianrong Wang, Wei Qin, Sheng Liang |
| 2021 | ISPA | DRAM: Dragonfly Routing Algorithm on Multi-objects by Optimal Thresholds. | Yihuan Qian, Songwen Pei, Jihong Yuan, Dianle Zhou, Tong Liu, Linghe Kong |
| 2020 | ICA3PP | Neural Network Compression and Acceleration by Federated Pruning. | Songwen Pei, Yusheng Wu, Meikang Qiu |
| 2019 | ISPA | DATRA: A Power-Aware Dynamic Adaptive Threshold Routing Algorithm for Dragonfly Network-on-Chip Topology. | Songwen Pei, Jihong Yuan, Yanfei Ji, Tianma Shen |
| 2018 | COMPSAC | Teaching Autonomous Driving Using a Modular and Integrated Approach. | Jie Tang, Shaoshan Liu, Songwen Pei, Stphane Zuckerman, Chen Liu, Weisong Shi, Jean-Luc Gaudiot |
| 2018 | COMPSAC | Localized Traffic Sign Detection with Multi-scale Deconvolution Networks. | Songwen Pei, Fuwu Tang, Yanfei Ji, Jing Fan, Zhong Ning |
| 2016 | TrustCom | Codelet Scheduling by Genetic Algorithm. | Songwen Pei, Jinkai Wang, Wenyang Cui, Linhua Jiang, Tongsheng Geng, Jean-Luc Gaudiot, Stphane Zuckerman |
| 2010 | CSCWD | A GPU-based computing framework for CSCW. | Gang Chen, Guobo Li, Baifeng Wu, Songwen Pei |
| 2009 | CSCWD | GPGPU supported cooperative acceleration in molecular dynamics. | Gang Chen, Guobo Li, Songwen Pei, Baifeng Wu |
| 2009 | CSCWD | A self-embedded watermarking scheme based on relationship function of corresponding inter-blocks DCT coefficient. | Guobo Li, Songwen Pei, Gang Chen, Wenjun Cao, Baifeng Wu |
| 2008 | CSCWD | Prototyping system of codec for novel 2-D continuous barcode. | Songwen Pei, Guobo Li, Gang Chen, Baifeng Wu |
| 2007 | CDVE | Novel Collaborative Automated Testing Framework Using DDF*. | Songwen Pei, Baifeng Wu, Qiang Yu, Kun Zhu |