News

  • Chen Nie received his PhD. Congratulations!

    May/21/2026

    Chen is our group's first PHD who successfully receive his Doctorate degree! Congrat! Dr. Chen.

  • Two papers were accepted by ISCA 2026.

    March/28/2026

    Our work about neurmorphic chip and near-memory processing are accepted by ISCA 2026 (CCF-A).

  • Prof. Zhezhi He has been listed among the worldwide top 2% scientists for five consecutive years.

    Sep/24/2025

    Prof. Zhezhi He has been on the ELSEVIER and Standford University's worldwide TOP2% scientist list for the past five years.

  • Building a neuromorphic computing team at Shanghai AI Lab.

    Sep/9/2025

    Dr. Zhezhi He joins Shanghai AI Lab to build the neuromorphic computing team, spanning from theory, algorithm, AI infra and chip design. We are recuriting talents (researcher, engineer, interns) in this area, please contact Dr. He if you are interested.

  • Zhezhi He serves as an Associate Editor of IEEE TCAD.

    July/20/2025

    Professor Zhezhi starts his editorial work for IEEE TCAD, looking forward to receive the contributions from community in the field of Emerging Technology and Architecture Design & Optimization.

  • One paper is accepted by MICRO 2025.

    July/15/2025

    Our work about RISC-V based Processing-in-Cache is accepted by MICRO 2025 (CCF-A).

  • Two papers are accepted by ICCAD 2025.

    June/30/2025

    One of the publication is about the using reinforcement learning to boost LLM-based Verilog code generation.

  • Our paper is a Best Student Paper Award Nominee of IWLS 2025

    May/15/2025

    Our work about bit-serial based logic compilation is nominated as best student paper award of IWLS.

  • Our paper is a Best Paper Award Nominee of DAC 2025 (CCF-A)

    May/15/2025

    Congrat to our lab's work of PICK, which using SRAM-PIM for KNN acceleration in point cloud, is nominated for best paper award for DAC 2025 (CCF-A).

  • Two papers of process-in-memory are accpeted by DAC 2025

    Feb/15/2025

    Congrat to our lab's work of SRAM-PIM for point cloud and ReRAM-PIM for SNN acceleration that accepted by DAC 2025 (CCF-A).

  • Our paper of proposing the law-of-charge-conservation (LoCC) theory in SNN is accepted by CVPR 2025

    Feb/15/2025

    Congrat to our lab's work of VISTREAM for using LoCC SNN for visual streaming perception is accepted by CVPR 2025 (CCF-A).

  • Invited be part of the committee of ICCAD 2025

    Feb/8/2025

    Zhezhi He will serve as a program committee member for IEEE/ACM International Conference on Computer-Aided Design.

  • Work about LLM-based Verilog Generation is Accepted by DATE 2025

    Nov/19/2024

    Congrat to Yiyao, Fu and Pengju for their work titled "HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL Engineers" is accepted by DATE 2025

  • Work about Compilation for General Purpose PIM is Accepted by TCAD

    Nov/9/2024

    Congrat to Xinyue for her work titled "A Recursive Partition-Based In-Memory SIMD Computation Scheduler for Memory Footprint Minimization" is accepted by TCAD

  • Work about SNN Training is accepted by ECCV 2024

    July/2/2024

    Congrat to Zekai for his work titled "BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blurred Knowledge Distillation" is accepted by ECCV 2024

  • Work about SNN and LLM are accepted by ICML 2024!

    May/2/2024

    We have been working on next generation neuromorphic computing and our work about ANN-SNN conversion is accepted by ICML 2024.

  • Zhezhi serves as PC member for ICCAD 2024

    March/1/2024

    Zhezhi He will serve as a program committee member for IEEE/ACM International Conference on Computer-Aided Design.

  • Our work about PIM compiler is accepted by DATE 2024!

    Nov./8/2023

    Congrat to Chenyu for his paper titled "PIMLC$:$ Logic Compiler for Bit-serial Based PIM" which is accepted by DATE 2024.

  • Our ICCD-2023 paper receives the best paper nomination!

    Oct./15/2023

    Our ICCD paper titled "GIM$:$ Versatile GNN Acceleration with Reconfigurable Processing-in-Memory" receives the best paper nomination!

  • Our collabrated paper about 1T4R high-density ReRAM is accepted by Nature Communication

    Sep./24/2023

    Our collabrated work with Dr. Rui Yang's group is accepted by Nature Communication is officially online. This work is about the low-temperature integration of ReRAM and 2D material MoS_2 as 1T4R high density memory cell.

  • Two papers are accepted by ICCD 2023

    Aug./25/2023

    Congrat to Chen Nie and Chenyang Lv for their papers about PIM for GNN and GPT for logic synthesis (AI4EDA) which are accepted by ICCD 2023.

  • One paper of processing-in-memory accept by IEEE Transaction on Computers (TC)

    June/1/2023

    ICRG has one paper titled "VSPIM, SRAM Processing-in-Memory DNN Acceleration via Vector-Scalar Operations" accpeted by IEEE Transcations on Computers.

  • Zhezhi serves as PC member for ICCAD 2023

    March/1/2023

    Zhezhi He will serve as a program committee member for IEEE/ACM International Conference on Computer-Aided Design.

  • One project is funded by Ministry of Science and Technology of China

    Oct/1/2022

    ICRG get one project working on the Neuromorphic Computing is funded by the Ministry of Science and Technology. Dr. Zhezhi He is the Co-PI of this project.

  • Zhezhi serves as PC member for DAC 2023

    Oct./1/2022

    Zhezhi He will serve as a program committee member for design automation conference.

  • Zhezhi serves as PC member for ICCAD 2022

    March/5/2022

    Zhezhi He will serve as a program committee member for 2022 IEEE/ACM International Conference on Computer-Aided Design.

  • Best Paper Award from DATE 2022

    Feb./5/2022

    Our paper titled "Self-Terminated Write of Multi-Level Cell ReRAM for Efficient Neuromorphic Computing" receives Best Paper Award from DATE 2022.

  • Zhezhi serves as PC member for GLSVLSI 2022

    Feb/2/2022

    Zhezhi He will serve as a program committee member for 32nd ACM Great Lakes Symposium on VLSI.

  • Zhezhi serves as TPC for DAC 2022

    Oct./1/2021

    Zhezhi He will serve as a technical program committee member for design automation conference 2022.

  • ICRG receives funding from NSFC

    Aug./20/2021

    First NSFC funding of ICRG to conduct research about cross-layer design and optimization of versatile process-in-memory system.

  • Zhezhi serves as TPC and session chair for ICCAD 2021

    May/24/2021

    Zhezhi He will serve as a TPC member for 40th International Conference On Computer Aided Design (ICCAD) 2021.

  • One paper accepted by GLSVLSI-2021.

    Apr./12/2021

    Congratulation to Nie Chen for his first publication as a senior undergraduate student. The paper's title is "Energy-Efficient Hybrid-RAM with Hybrid Bit-Serial Based VMM Support", working on novel in-memory computing micro-architecture design.

  • One paper accepted by CVPR-2021 (CCF-A).

    Mar./1/2021

    One paper working on the fast domain adaption is accepted by the CVPR-2020, whose title is "KSM-Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning".

  • One paper accepted by DAC-2021 (CCF-A).

    Feb./20/2021

    In this work, we propose a ReRAM-based accelerator for graph neural network inference with specific optimization on load-balance.

  • One paper accepted by MobiCom-2021 (CCF-A).

    Feb./2/2021

    This paper propose a framework to support edge-cloud collabrative computing for mobile vision task, which is collabrated between Ruguster Univeristy, SJTU, Google, Nvidia, Microsoft, USTC.

  • Zhezhi is awarded with Explore-X talent project (¥450K）

    Dec./22/2020

    Zhezhi He receives the ¥450K from Explore-X fundation to support his research in neuromorphic computing and machine learning for EDA.

  • One paper accepted by DATE 2021

    Nov./14/2020

    One paper working on the adversarial weight attack detection and accuracy recovery has been accpetd by Design, Automation, and Test in Europe (DATE) 2021.

  • Zhezhi serves as TPC for DAC 2021

    Oct./20/2020

    Zhezhi He will serve as a TPC member for 58th Design Automation Conference (DAC) 2021.

  • Zhezhi joins Shanghai Jiao Tong University as a tenure-track assistant professor

    Oct./5/2020

    Zhezhi He has joined Department of Computer Science and Engineering in Shanghai Jiao Tong Univeristy as a tenure-track assistant professor.

  • Zhezhi has successfully defended his Ph.D. dissertation

    July/7/2020

    Zhezhi's Ph.D. dissertation titled "Efficient and Secure Deep Learning Inference System, A Software and Hardware Co-design Perspective" is successfully defended.

  • Zhezhi receives the Engineering Graduate Fellowship

    May/4/2020

    Zhezhi has been awarded Engineering Graduate Fellowship in recognition of his extraordinary academic achievements.

  • Zhezhi receives the University Graduate Fellowship (UGF)

    Apr./23/2020

    Zhezhi has been awarded University Graduate Fellowship (UGF) due to his excellent academic performance. He is the only UGF award receipent for school of Electrical, Computer, Engery Engineering (ECEE) at Arizona State University (ASU).

  • Two paper are accepted by DAC-2020

    Feb./27/2020

    One paper is focus on defending the bit-flip based adversarial weight attack via weight reconstruction technique. Another one is to leverage the group lasso based non-uniform pruning to construct dynamic neural network, which could trade-off the inference accuracy and latency of running hardware on-the-fly.

  • Two paper about ML security are accepted by CVPR-2020

    Feb./23/2020

    Two papers focuses on the bit-flip based adversarial weight attack are accepted by the CVPR-2020. One is about the defense such adversarial weight attack using binarization-aware training. Another is using insert bit-flip based paraemter Trojan, which is known as Trojan attack and backdoor attack.