| 2026 | ASPLOS | GFS: A Preemption-aware Scheduling Framework for GPU Clusters with Predictive Spot Instance Management. | Jiaang Duan, Shenglin Xu, Shiyou Qian, Dingyu Yang, Kangjin Wang, Chenzhi Liao, Yinghao Yu, Qin Hua, Hanwen Hu, Qi Wang, Wenchao Wu, Dongqing Bao, Tianyu Lu, Jian Cao, Guangtao Xue, Guodong Yang, Liping Zhang, Gang Chen |
| 2025 | EMNLP | EoT: Evolution of Thoughts for Complex Reasoning Tasks. | Qin Hua, Jiaqi Sun, Shiyou Qian, Dingyu Yang, Jian Cao, Guangtao Xue |
| 2025 | ICA3PP | Atys: An Efficient Profiling Framework for Identifying Hotspot Functions in Large-Scale Distributed Microservices. | Jiaqi Sun, Dingyu Yang, Shiyou Qian, Jian Cao, Guangtao Xue |
| 2025 | IJCAI | POLO: An LLM-Powered Project-Level Code Performance Optimization Framework. | Jiameng Bai, Ruoyi Xu, Sai Wu, Dingyu Yang, Junbo Zhao, Gang Chen |
| 2025 | ICSOC | DIJS: A Dual Interference-Aware Job Scheduling Framework for Co-located Data Centers. | Qin Hua, Shiyou Qian, Yufeng Deng, Kaixuan Zhang, Dingyu Yang, Jian Cao, Guangtao Xue |
| 2025 | PRICAI | LLM-KGPlan: Long-Horizon Task Planning via Knowledge-Guided Reasoning. | Wei Fang, Dingyu Yang, Niansheng Chen, Guangyu Fan, Lei Rao, Songlin Cheng, Xiaoyong Song, Yingzhou Yu |
| 2025 | SMC | MFBPNet: A Multi-Scale Fusion and Boundary Perception Network for Real-Time Semantic Segmentation in Autonomous Driving. | Jiajia Guo, Guangyu Fan, Lei Rao, Songlin Cheng, Niansheng Chen, Xiaoyong Song, Dingyu Yang |
| 2025 | SIGMETRICS | PipeCo: Pipelining Cold Start of Deep Learning Inference Services on Serverless Platforms. | Jiaang Duan, Shiyou Qian, Hanwen Hu, Dingyu Yang, Jian Cao, Guangtao Xue |
| 2024 | CSCWD | SemGO: Goal-Oriented Semantic Policy Based on MHSA for Object Goal Navigation. | Yu Wu, Niansheng Chen, Lei Rao, Guangyu Fan, Dingyu Yang, Songlin Cheng, Xiaoyong Song, Yiping Ma |
| 2024 | ICPP | PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center. | Dingyu Yang, Ziyang Xiao, Dongxiang Zhang, Shuhao Zhang, Jian Cao, Gang Chen |
| 2023 | CSCWD | ASKCC-DCNN-CTC: A Multi-Core Two Dimensional Causal Convolution Fusion Network with Attention Mechanism for End-to-End Speech Recognition. | Rongchuang Lv, Niansheng Chen, Songlin Cheng, Guangyu Fan, Lei Rao, Xiaoyong Song, Dingyu Yang |
| 2023 | IJCNN | An End-to-End Robotic Visual Localization Algorithm Based on Deep Learning. | Hongcheng Wang, Niansheng Chen, Guangyu Fan, Dingyu Yang, Lei Rao, Songlin Cheng |
| 2023 | Mobiquitous | KS-Autoformer: An Autoformer-Based SOC Prediction Framework for Electric Vehicles. | Yaoyidi Wang, Niansheng Chen, Lei Rao, Dingyu Yang, Guangyu Fan, Songlin Cheng, Xiaoyong Song |
| 2023 | WWW | KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices. | Qin Hua, Dingyu Yang, Shiyou Qian, Hanwen Hu, Jian Cao, Guangtao Xue |
| 2020 | SIGMOD | Distributed Processing of k Shortest Path Queries over Dynamic Road Networks. | Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yang Liu, Yifan Li, Yueting Chen, Dingyu Yang |
| 2019 | ICA3PP | A Solution for High Availability Memory Access. | Chunjing Gan, Bin Wang, Zhi-Jie Wang, Huazhong Liu, Dingyu Yang, Jian Yin, Shiyou Qian, Song Guo |
| 2014 | ICDM | Automatic Learning Common Definitional Patterns from Multi-domain Wikipedia Pages. | Jingsong Zhang, Yinglin Wang, Dingyu Yang |
| 2012 | ICDE | A Scalable Data Warehouse Model Based on Complex Semantic Event Processing in Distributed Systems. | Dingyu Yang, Jian Cao |