Jian Weng

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Jian Weng

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

Research activity per year

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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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  • 8 Conference contribution
  • 3 Article

  • 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 proceeding › Conference contribution › peer-review

    9 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 proceeding › Conference contribution › peer-review

    18 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 journal › Article › peer-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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    Open Access
    20 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 proceeding › Conference contribution › peer-review

    48 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 proceeding › Conference contribution › peer-review

    80 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 journal › Article › peer-review

    2 Scopus citations
View all 11 Research outputs