| 2024 | Parallel Task Scheduling in Autonomous Robotic Systems: An Event-Driven Multimodal Prediction Approach. | Wen Gao, Zhiwen Yu, Hui Xiong, Bin Guo, Liang Wang, Yuan Yao |
| 2024 | IMI: In-memory Multi-job Inference Acceleration for Large Language Models. | Bin Gao, Zhehui Wang, Zhuomin He, Tao Luo, Weng-Fai Wong, Zhi Zhou |
| 2024 | SuperCSR: A Space-Time-Efficient CSR Representation for Large-scale Graph Applications on Supercomputers. | Xinbiao Gan, Tiejun Li, Qiang Zhang, Bo Yang, Xinhai Chen, Jie Liu |
| 2024 | Online Non-preemptive Multi-Resource Scheduling for Weighted Completion Time on Multiple Machines. | Donney Fan, Ben Liang |
| 2024 | FlexSP: (1 + β)-Choice based Flexible Stream Partitioning for Stateful Operators. | Siyuan Chen, Decheng Zuo, Zhan Zhang |
| 2024 | Gradient Free Personalized Federated Learning. | Haoyu Chen, Yuxin Zhang, Jin Zhao, Xin Wang, Yuedong Xu |
| 2024 | Bitmap-Based Sparse Matrix-Vector Multiplication with Tensor Cores. | YuAng Chen, Jeffrey Xu Yu |
| 2024 | Hardware Acceleration of Minimap2 Genomic Sequence Alignment Algorithm. | Jie Cheng, Lifu Hu, Wei Xu, Hanhua Chen, Tian Xia |
| 2024 | RoDMap: A Reserve-on-Demand Mapper for Spatially-Configured Coarse-Grained Reconfigurable Arrays. | Kyle Zhao Bin Chen, Tarek S. Abdelrahman, Reza Azimi, Tomasz S. Czajkowski, Maziar Goudarzi |
| 2024 | GSAP: A GPU-Accelerated Stochastic Graph Partitioner. | Chih-Chun Chang, Boyang Zhang, Tsung-Wei Huang |
| 2024 | HStream: A hierarchical data streaming engine for high-throughput scientific applications. | Jaime Cernuda, Jie Ye, Anthony Kougkas, Xian-He Sun |
| 2024 | Improving Performance on Replica-Exchange Molecular Dynamics Simulations by Optimizing GPU Core Utilization. | Taisuke Boku, Masatake Sugita, Ryohei Kobayashi, Shinnosuke Furuya, Takuya Fujie, Masahito Ohue, Yutaka Akiyama |
| 2024 | Optimizing SpMV on Heterogeneous Multi-Core DSPs through Improved Locality and Vectorization. | Deshun Bi, Shengguo Li, Dezun Dong, Peng Zhang, Jianbin Fang |
| 2024 | Kanva: A Lock-free Learned Search Data Structure. | Gaurav Bhardwaj, Bapi Chatterjee, Abhinav Sharma, Sathya Peri, Siddharth Nayak |
| 2024 | Dissecting Convolutional Neural Networks for Runtime and Scalability Prediction. | Tim Beringer, Jakob Stock, Arya Mazaheri, Felix Wolf |
| 2024 | Scheduling Machine Learning Compressible Inference Tasks with Limited Energy Budget. | Tiago Da Silva Barros, Davide Ferr, Frdric Giroire, Ramon Aparicio-Pardo, Stephane Perennes |
| 2024 | The Case for Co-Designing Model Architectures with Hardware. | Quentin Anthony, Jacob Hatef, Deepak Narayanan, Stella Biderman, Stas Bekman, Junqi Yin, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda |
| 2024 | ReDy: A Novel ReRAM-centric Dynamic Quantization Approach for Energy-efficient CNNs. | Mohammad Sabri Abrebekoh, Marc Riera Villanueva, Antonio Gonzlez |
| 2024 | A Distributed Framework for Subgraph Isomorphism Leveraging CPU and GPU Heterogeneous Computing. | Chen Chen, Li Shen, Yingwen Chen |
| 2024 | Rethinking Personalized Federated Learning from Knowledge Perspective. | Dezhong Yao, Ziquan Zhu, Tongtong Liu, Zhiqiang Xu, Hai Jin |
| 2024 | Coupling Congestion Control and Flow Pausing in Data Center Network. | Jiawei Huang, Shengwen Zhou, Zhaoyi Li, Yijun Li, Zihao Chen, Xiaojun Zhu, Jing Shao, Sitan Li, Wanchun Jiang, Jianxin Wang, Ping Zhong |
| 2024 | Achieving Efficient Scheduling based on Accurate Measurement of Small Flows in Data Center. | Jiawei Huang, Qile Wang, Zhaoyi Li, Yijun Li, Zihao Chen, Sitan Li, Jing Shao, Jingling Liu, Min Zhan, Jianxin Wang |
| 2024 | DeInfer: A GPU resource allocation algorithm with spatial sharing for near-deterministic inferring tasks. | Yingwen Chen, Wenxin Li, Huan Zhou, Xiangrui Yang, Yanfei Yin |
| 2024 | Achieving High Efficiency for Datacenter Multicast using Skewed Bloom Filter. | Jiawei Huang, Zihao Chen, Yiting Wang, Hui Li, Zhaoyi Li, Qile Wang, Sitan Li, Zhidong He, Wanchun Jiang |
| 2023 | FastDimeNet++: Training DimeNet++ in 22 minutes. | Feiwen Zhu, Michal Futrega, Han Bao, Sukru Burc Eryilmaz, Fei Kong, Kefeng Duan, Xinnian Zheng, Nimrod Angel, Matthias Jouanneaux, Maximilian Stadler, Michal Marcinkiewicz, Fung Xie, June Yang, Michael Andersch |