Jian Weng

  • Saudi Arabia

Calculated based on number of publications stored in Pure and citations from Scopus
20182022

Research activity per year

Personal profile

Research Interests

Jian Weng's research interests lie on everything related to hardware/software co-designed acceleration, including but not limited to designing and analyzing accelerators, accelerator-associated software stack from abstraction to compiler transformations, as well as their design automation techniques.

Education

PhD, University of California at Los Angeles

2023

BEng, Shanghai Jiao Tong University

2017

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Collaborations and top research areas from the last five years

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  • Near-Stream Computing: General and Transparent Near-Cache Acceleration

    Wang, Z., Weng, J., Liu, S. & Nowatzki, T., 2022, Proceedings - 2022 IEEE International Symposium on High-Performance Computer Architecture, HPCA 2022. IEEE Computer Society, p. 331-345 15 p. (Proceedings - International Symposium on High-Performance Computer Architecture; vol. 2022-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • OverGen: Improving FPGA Usability through Domain-specific Overlay Generation

    Liu, S., Weng, J., Kupsh, D., Sohrabizadeh, A., Wang, Z., Guo, L., Liu, J., Zhulin, M., Mani, R., Zhang, L., Cong, J. & Nowatzki, T., 2022, Proceedings - 2022 55th Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2022. IEEE Computer Society, p. 35-56 22 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO; vol. 2022-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    11 Scopus citations
  • Unifying Spatial Accelerator Compilation With Idiomatic and Modular Transformations

    Weng, J., Liu, S., Kupsh, D. & Nowatzki, T., 2022, In: IEEE Micro. 42, 5, p. 59-69 11 p.

    Research output: Contribution to journalArticlepeer-review

    3 Scopus citations
  • Stream Floating: Enabling Proactive and Decentralized Cache Optimizations

    Wang, Z., Weng, J., Lowe-Power, J., Gaur, J. & Nowatzki, T., Feb 2021, Proceeding - 27th IEEE International Symposium on High Performance Computer Architecture, HPCA 2021. IEEE Computer Society, p. 640-653 14 p. 9407107. (Proceedings - International Symposium on High-Performance Computer Architecture; vol. 2021-February).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    14 Scopus citations
  • UNIT: Unifying Tensorized Instruction Compilation

    Weng, J., Jain, A., Wang, J., Wang, L., Wang, Y. & Nowatzki, T., Feb 27 2021, CGO 2021 - Proceedings of the 2021 IEEE/ACM International Symposium on Code Generation and Optimization. Lee, J. W., Soffa, M. L. & Zaks, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 77-89 13 p. 9370330. (CGO 2021 - Proceedings of the 2021 IEEE/ACM International Symposium on Code Generation and Optimization).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    17 Scopus citations
  • A hybrid systolic-dataflow architecture for inductive matrix algorithms

    Weng, J., Liu, S., Wang, Z., Dadu, V. & Nowatzki, T., Feb 2020, Proceedings - 2020 IEEE International Symposium on High Performance Computer Architecture, HPCA 2020. Institute of Electrical and Electronics Engineers Inc., p. 703-716 14 p. 9065593. (Proceedings - 2020 IEEE International Symposium on High Performance Computer Architecture, HPCA 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    41 Scopus citations
  • DSAGEN: Synthesizing Programmable Spatial Accelerators

    Weng, J., Liu, S., Dadu, V., Wang, Z., Shah, P. & Nowatzki, T., May 2020, Proceedings - 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture, ISCA 2020. Institute of Electrical and Electronics Engineers Inc., p. 268-281 14 p. 9138967. (Proceedings - International Symposium on Computer Architecture; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    66 Scopus citations
  • Towards General-Purpose Acceleration: Finding Structure in Irregularity

    Dadu, V., Weng, J., Liu, S. & Nowatzki, T., May 1 2020, In: IEEE Micro. 40, 3, p. 37-46 10 p., 9069252.

    Research output: Contribution to journalArticlepeer-review

    2 Scopus citations