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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Talk at Edinburgh International Conference Centre (EICC), Edinburgh, Scotland
Conference proceedings talk at Online attend, San Francisco, CA
Talk at Online attend, Online