Yilong Zhao

About Yilong Zhao

Yilong Zhao, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Shanghai Jiao Tong University, specializes in the field of Process in Memory, AI accelerator.

His recent articles reflect a diverse array of research interests and contributions to the field:

PIMPR: PIM-based Personalized Recommendation with Heterogeneous Memory Hierarchy

RePAST: A ReRAM-based PIM Accelerator for Second-order Training of DNN

DTATrans: Leveraging dynamic token-based quantization with accuracy compensation mechanism for efficient transformer architecture

Pasgcn: An reram-based pim design for gcn with adaptively sparsified graphs

IVQ: In-memory acceleration of DNN inference exploiting varied quantization

Digital Offset for RRAM-based Neuromorphic Computing: A Novel Solution to Conquer Cycle-to-cycle Variation

Unary coding and variation-aware optimal mapping scheme for reliable ReRAM-based neuromorphic computing

PIMGCN: A ReRAM-Based PIM Design for Graph Convolutional Network Acceleration

Yilong Zhao Information

University

Position

___

Citations(all)

210

Citations(since 2020)

210

Cited By

11

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Yilong Zhao Skills & Research Interests

Process in Memory

AI accelerator

Top articles of Yilong Zhao

PIMPR: PIM-based Personalized Recommendation with Heterogeneous Memory Hierarchy

2023/4/17

RePAST: A ReRAM-based PIM Accelerator for Second-order Training of DNN

arXiv preprint arXiv:2210.15255

2022/10/27

DTATrans: Leveraging dynamic token-based quantization with accuracy compensation mechanism for efficient transformer architecture

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

2022/6/8

Pasgcn: An reram-based pim design for gcn with adaptively sparsified graphs

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

2022/5/13

IVQ: In-memory acceleration of DNN inference exploiting varied quantization

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

2022/3/2

Digital Offset for RRAM-based Neuromorphic Computing: A Novel Solution to Conquer Cycle-to-cycle Variation

2021/2/1

Unary coding and variation-aware optimal mapping scheme for reliable ReRAM-based neuromorphic computing

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

2021/1/14

PIMGCN: A ReRAM-Based PIM Design for Graph Convolutional Network Acceleration

2021/12/5

Bit-transformer: Transforming bit-level sparsity into higher preformance in reram-based accelerator

2021/11/1

Neural-PIM: Efficient processing-in-memory with neural approximation of peripherals

IEEE Transactions on Computers

2021/10/27

SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network

2021/10/24

Re2PIM: A Reconfigurable ReRAM-Based PIM Design for Variable-Sized Vector-Matrix Multiplication

2021/6/22

Yilong Zhao
Yilong Zhao

H-Index: 2

Li Jiang
Li Jiang

H-Index: 4

ESNreram: An Energy-Efficient Sparse Neural Network Based on Resistive Random-Access Memory

2020/9/7

PIM-prune: fine-grain DCNN pruning for crossbar-based process-in-memory architecture

2020/7/20

See List of Professors in Yilong Zhao University(Shanghai Jiao Tong University)