Overview
Education/Academic qualification
Comp-Computer Science & Engineering, Doctorate Degree
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Dive into the research topics where Zheming Jin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Benchmarking Operators in Deep Neural Networks for Improving Performance Portability of SYCL
Jin, Z. & Vetter, J. S., 2026, Languages and Compilers for Parallel Computing - 36th International Workshop, LCPC 2023, Revised Selected Papers. Dietz, H. (ed.). Springer Science and Business Media Deutschland GmbH, p. 33-45 13 p. (Lecture Notes in Computer Science; vol. 14480 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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ChatPORT: Fine-Tuned LLM for Easy Code {PORT}ing
Pophale, S., Jin, Z. & Teranishi, K., 2026, OpenMP: Balancing Productivity and Performance Portability - 21st International Workshop on OpenMP, IWOMP 2025, Proceedings. Yan, Y., Saule, E., Klemm, M., de Supinski, B. R., Klinkenberg, J. & Pophale, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 197-211 15 p. (Lecture Notes in Computer Science; vol. 16123 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions
Teranishi, K., Menon, H., Godoy, W. F., Balaprakash, P., Bau, D., Ben-Nun, T., Bhatele, A., Franchetti, F., Franusich, M., Gamblin, T., Georgakoudis, G., Goldstein, T., Guha, A., Hahn, S. E., Iancu, C., Jin, Z., Jones, T., Low, T. M., Mankad, H. & Miniskar, N. R. & 8 others, , 2026, High Performance Computing - ISC High Performance 2025 International Workshops, Revised Selected Papers. Neuwirth, S., Paul, A. K., Weinzierl, T. & Carson, E. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 615-625 11 p. (Lecture Notes in Computer Science; vol. 16091 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
A Study of Performance Portability of Low-bit Fused Matrix-Vector Multiplication Kernels in SYCL
Jin, Z., Nov 15 2025, Proceedings of 2025 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC 2025 Workshops. Association for Computing Machinery, Inc, p. 2129-2136 8 p. (Proceedings of 2025 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC 2025 Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
ChatHPC: Building the Foundations for a Productive and Trustworthy AI-Assisted HPC Ecosystem
Lara, P. V., Young, A., Vetter, J. S., Jin, Z., Pophale, S., Monil, M. A. H., Teranishi, K. & Godoy, W. F., Nov 15 2025, Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2025. Association for Computing Machinery, Inc, p. 458-474 17 p. (Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations