| GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics M Zvyagin, A Brace, K Hippe, Y Deng, B Zhang, CO Bohorquez, A Clyde, ... The International Journal of High Performance Computing Applications 37 (6 …, 2023 | 104 | 2023 |
| IA-SpGEMM: An input-aware auto-tuning framework for parallel sparse matrix-matrix multiplication Z Xie, G Tan, W Liu, N Sun Proceedings of the ACM International Conference on Supercomputing, 94-105, 2019 | 63 | 2019 |
| Smart-PGSim: Using neural network to accelerate AC-OPF power grid simulation W Dong, Z Xie, G Kestor, D Li SC20: International Conference for High Performance Computing, Networking …, 2020 | 61 | 2020 |
| Hpc-gpt: Integrating large language model for high-performance computing X Ding, L Chen, M Emani, C Liao, PH Lin, T Vanderbruggen, Z Xie, ... Proceedings of the SC'23 Workshops of The International Conference on High …, 2023 | 40 | 2023 |
| Adaptive neural network-based approximation to accelerate eulerian fluid simulation W Dong, J Liu, Z Xie, D Li Proceedings of the International Conference for High Performance Computing …, 2019 | 40 | 2019 |
| Tahoe: tree structure-aware high performance inference engine for decision tree ensemble on GPU Z Xie, W Dong, J Liu, H Liu, D Li Proceedings of the Sixteenth European Conference on Computer Systems, 426-440, 2021 | 28 | 2021 |
| MD-HM: memoization-based molecular dynamics simulations on big memory system Z Xie, W Dong, J Liu, I Peng, Y Ma, D Li Proceedings of the 35th ACM International Conference on Supercomputing, 215-226, 2021 | 26 | 2021 |
| A comprehensive evaluation of novel AI accelerators for deep learning workloads M Emani, Z Xie, S Raskar, V Sastry, W Arnold, B Wilson, R Thakur, ... 2022 IEEE/ACM international workshop on performance modeling, benchmarking …, 2022 | 21 | 2022 |
| A pattern-based spgemm library for multi-core and many-core architectures Z Xie, G Tan, W Liu, N Sun IEEE Transactions on Parallel and Distributed Systems 33 (1), 159-175, 2021 | 18 | 2021 |
| Enabling energy-efficient DNN training on hybrid GPU-FPGA accelerators X He, J Liu, Z Xie, H Chen, G Chen, W Zhang, D Li Proceedings of the 35th ACM International Conference on Supercomputing, 227-241, 2021 | 13 | 2021 |
| Deepspeed4science initiative: Enabling large-scale scientific discovery through sophisticated ai system technologies SL Song, B Kruft, M Zhang, C Li, S Chen, C Zhang, M Tanaka, X Wu, ... arXiv preprint arXiv:2310.04610, 2023 | 12 | 2023 |
| Merchandiser: Data placement on heterogeneous memory for task-parallel hpc applications with load-balance awareness Z Xie, J Liu, J Li, D Li Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and …, 2023 | 12 | 2023 |
| A comprehensive performance study of large language models on novel ai accelerators M Emani, S Foreman, V Sastry, Z Xie, S Raskar, W Arnold, R Thakur, ... arXiv preprint arXiv:2310.04607, 2023 | 11 | 2023 |
| Tlb-pilot: Mitigating TLB contention attack on gpus with microarchitecture-aware scheduling B Di, D Hu, Z Xie, J Sun, H Chen, J Ren, D Li ACM Transactions on Architecture and Code Optimization (TACO) 19 (1), 1-23, 2021 | 8 | 2021 |
| Modeling traffic of big data platform for large scale datacenter networks Z Xie, Z Cao, Z Wang, D Zang, E Shao, N Sun 2016 IEEE 22nd International Conference on Parallel and Distributed Systems …, 2016 | 8 | 2016 |
| Benchmarking and in-depth performance study of large language models on habana gaudi processors C Zhang, B Sun, X Yu, Z Xie, W Zheng, KA Iskra, P Beckman, D Tao Proceedings of the SC'23 Workshops of the International Conference on High …, 2023 | 7 | 2023 |
| Flame: A self-adaptive auto-labeling system for heterogeneous mobile processors J Liu, J Liu, Z Xie, D Li arXiv preprint arXiv:2003.01762, 2020 | 7 | 2020 |
| {RIANN}: Real-time incremental learning with approximate nearest neighbor on mobile devices J Liu, Z Xie, D Nikolopoulos, D Li 2020 USENIX Conference on Operational Machine Learning (OpML 20), 2020 | 7 | 2020 |
| GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics. bioRxiv 2022 M Zvyagin, A Brace, K Hippe, Y Deng, B Zhang, CO Bohorquez, A Clyde, ... Google Scholar, 2022 | 6 | 2022 |
| A heterogeneous processing-in-memory approach to accelerate quantum chemistry simulation Z Liu, Z Xie, W Dong, M Yuan, H You, D Li Parallel Computing 116, 103017, 2023 | 4 | 2023 |
Dong LiUniversity of California, MercedE-mail confirmado em ucmerced.edu
