Posts by Collection

portfolio

Reviewer of IEEE TC

publications

ReSQM: Accelerating Database Operations Using ReRAM-Based Content Addressable Memory

Published in IEEE TCAD, 2020

Recommended citation: Huize Li, Hai Jin, Long Zheng, and Xiaofei Liao. (2020). "ReSQM: Accelerating Database Operations Using ReRAM-Based Content Addressable Memory." IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD). 39(11), pp. 4030-4041.
Download Paper | Download Slides

ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory

Published in FCS, 2022

Recommended citation: Huize Li, Hai Jin, Long Zheng, Yu Huang, and Xiaofei Liao. (2022). "ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory." Frontiers of Computer Science (FCS). 17: 172103.
Download Paper

ReGNN: a ReRAM-based heterogeneous architecture for general graph neural networks

Published in DAC, 2022

Recommended citation: Cong Liu, Haikun Liu, Hai Jin, Xiaofei Liao, Yu Huang, Zhuohui Duan, Jiahong Xu, and Huize Li. (2022). "ReGNN: a ReRAM-based heterogeneous architecture for general graph neural networks." In Proceedings of the 59th ACM/IEEE Design Automation Conference (DAC). pp. 469-474.
Download Paper

ReSMA: accelerating approximate string matching using ReRAM-based content addressable memory

Published in DAC, 2022

Recommended citation: Huize Li, Hai Jin, Long Zheng, Yu Huang, Xiaofei Liao, Zhuohui Duan, Dan Chen, and Chuangyi Gui. (2022). "ReSMA: accelerating approximate string matching using ReRAM-based content addressable memory." In Proceedings of the 59th ACM/IEEE Design Automation Conference (DAC). pp. 991-996.
Download Paper

ReHarvest: An ADC Resource-Harvesting Crossbar Architecture for ReRAM-Based DNN Accelerators

Published in ACM TACO, 2023

Recommended citation: Jiahong Xu, Haikun Liu, Zhuohui Duan, Xiaofei Liao, Hai Jin, Xiaokang Yang, Huize Li, Cong Liu, Fubing Mao, and Yu Zhang. (2024). "ReHarvest: An ADC Resource-Harvesting Crossbar Architecture for ReRAM-Based DNN Accelerators." ACM Transactions on Architecture and Code Optimization (TACO). 21(3), pp. 1-26.
Download Paper

CPSAA: Accelerating Sparse Attention Using Crossbar-Based Processing-In-Memory Architecture

Published in IEEE TCAD, 2023

Recommended citation: Huize Li, Hai Jin, Long Zheng, Xiaofei Liao, Yu Huang, Cong Liu, Jiahong Xu, Zhuohui Duan, Dan Chen, and Chuangyi Gui. (2024). "CPSAA: Accelerating Sparse Attention Using Crossbar-Based Processing-In-Memory Architecture." IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD). 43(6), pp. 1741-1754.
Download Paper

SWAT: Scalable and Efficient Window Attention-based Transformers Acceleration on FPGAs

Published in DAC, 2024

Recommended citation: Zhenyu Bai, Pranav Dangi, Huize Li, and Tulika Mitra. (2024). "SWAT: Scalable and Efficient Window Attention-based Transformers Acceleration on FPGAs." In Proceedings of the 61th ACM/IEEE Design Automation Conference (DAC). pp. 93: 1-6.
Download Paper

ASADI: Accelerating Sparse Attention using Diagonal-based In-situ Computing

Published in HPCA, 2024

Recommended citation: Huize Li, Zhaoying Li, Zhenyu Bai, and Tulika Mitra. (2024). "ASADI: Accelerating Sparse Attention using Diagonal-based In-situ Computing." In Proceedings of the 30th IEEE International Symposium on High-Performance Computer Architecture (HPCA). pp. 774-787.
Download Paper | Download Slides | Download Poster

A ReRAM-Based Processing-In-Memory Architecture for Hyperdimensional Computing

Published in IEEE TCAD, 2025

Recommended citation: Cong Liu, Kaibo Wu, Haikun Liu, Hai Jin, Xiaofei Liao, Zhuohui Duan, Jiahong Xu, Huize Li, Yu Zhang, and Jing Yang. (2025). "A ReRAM-Based Processing-In-Memory Architecture for Hyperdimensional Computing." IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD). 44(2), pp. 512-524.
Download Paper

HyAtten: Hybrid Photonic-digital Architecture for Accelerating Attention Mechanism

Published in DATE, 2025

Recommended citation: Huize Li, Dan Chen, and Tulika Mitra. (2025). "HyAtten: Hybrid Photonic-digital Architecture for Accelerating Attention Mechanism." In Proceedings of the Design, Automation, and Test in Europe (DATE). Just Accepted.
Download Paper | Download Poster

SADIMM: Accelerating Sparse Attention using DIMM-based Near-memory Processing

Published in IEEE TC, 2025

Recommended citation: Huize Li, Dan Chen, and Tulika Mitra. (2025). "SADIMM: Accelerating Sparse Attention using DIMM-based Near-memory Processing." IEEE Transactions on Computers (TC). 74(2), pp. 542-554.
Download Paper

SPLIM: Bridging the Gap Between Unstructured SpGEMM and Structured In-situ Computing

Published in IEEE TCAD, 2025

Recommended citation: Huize Li, Dan Chen, and Tulika Mitra. (2024). "Accelerating Unstructured SpGEMM using Structured In-situ Computing." IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD). Just Accepted.
Download Paper

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015