Yilong Zhao

25 papers A* 3A 6C 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2026 — conf
BLADE: Boosting LLM Decoding's Communication Efficiency in DRAM-based PIM.
ASP-DAC
Yilong Zhao, Fangxin Liu, Zongwu Wang, Mingjian Li, Mingxing Zhang, Chixiao Chen, Li Jiang
2025 A conf
PLAIN: Leveraging High Internal Bandwidth in PIM for Accelerating Large Language Model Inference via Mixed-Precision Quantization.
ICCAD
Yiwei Hu, Fangxin Liu, Zongwu Wang, Yilong Zhao, Tao Yang, Li Jiang, Haibing Guan
2025 — conf
PUSHtap: PIM-based In-Memory HTAP with Unified Data Storage Format.
ASPLOS (3)
Yilong Zhao, Mingyu Gao, Huanchen Zhang, Fangxin Liu, Gongye Chen, He Xian, Haibing Guan, Li Jiang
2025 J jnl
PUSHtap: PIM-based In-Memory HTAP with Unified Data Storage Format.
CoRR
Yilong Zhao, Mingyu Gao, Huanchen Zhang, Fangxin Liu, Gongye Chen, He Xian, Haibing Guan, Li Jiang
2025 — conf
STAMP: Accelerating Second-Order DNN Training Via ReRAM-Based Processing-in-Memory Architecture.
APPT
Yilong Zhao, Fangxin Liu, Mingyu Gao, Xiaoyao Liang, Qidong Tang, Chengyang Gu, Tao Yang, Naifeng Jing, Li Jiang
2024 A* conf
UM-PIM: DRAM-based PIM with Uniform & Shared Memory Space.
ISCA
Yilong Zhao, Mingyu Gao, Fangxin Liu, Yiwei Hu, Zongwu Wang, Han Lin, Jin Li, He Xian, Hanlin Dong, Tao Yang, Naifeng Jing, Xiaoyao Liang, Li Jiang
2023 J jnl
DTATrans: Leveraging Dynamic Token-Based Quantization With Accuracy Compensation Mechanism for Efficient Transformer Architecture.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Tao Yang, Fei Ma, Xiaoling Li, Fangxin Liu, Yilong Zhao, Zhezhi He, Li Jiang
2023 J jnl
PASGCN: An ReRAM-Based PIM Design for GCN With Adaptively Sparsified Graphs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Tao Yang, Dongyue Li, Fei Ma, Zhuoran Song, Yilong Zhao, Jiaxi Zhang, Fangxin Liu, Li Jiang
2023 A conf
PIMPR: PIM-based Personalized Recommendation with Heterogeneous Memory Hierarchy.
DATE
Tao Yang, Hui Ma, Yilong Zhao, Fangxin Liu, Zhezhi He, Xiaoli Sun, Li Jiang
2022 A conf
DTQAtten: Leveraging Dynamic Token-based Quantization for Efficient Attention Architecture.
DATE
Tao Yang, Dongyue Li, Zhuoran Song, Yilong Zhao, Fangxin Liu, Zongwu Wang, Zhezhi He, Li Jiang
2022 J jnl
IVQ: In-Memory Acceleration of DNN Inference Exploiting Varied Quantization.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Fangxin Liu, Wenbo Zhao, Zongwu Wang, Yilong Zhao, Tao Yang, Yiran Chen, Li Jiang
2022 J jnl
Neural-PIM: Efficient Processing-In-Memory With Neural Approximation of Peripherals.
IEEE Trans. Computers
Weidong Cao, Yilong Zhao, Adith Boloor, Yinhe Han, Xuan Zhang, Li Jiang
2022 J jnl
Neural-PIM: Efficient Processing-In-Memory with Neural Approximation of Peripherals.
CoRR
Weidong Cao, Yilong Zhao, Adith Boloor, Yinhe Han, Xuan Zhang, Li Jiang
2022 J jnl
RePAST: A ReRAM-based PIM Accelerator for Second-order Training of DNN.
CoRR
Yilong Zhao, Li Jiang, Mingyu Gao, Naifeng Jing, Chengyang Gu, Qidong Tang, Fangxin Liu, Tao Yang, Xiaoyao Liang
2021 A conf
Bit-Transformer: Transforming Bit-level Sparsity into Higher Preformance in ReRAM-based Accelerator.
ICCAD
Fangxin Liu, Wenbo Zhao, Zhezhi He, Zongwu Wang, Yilong Zhao, Yongbiao Chen, Li Jiang
2021 A conf
Digital Offset for RRAM-based Neuromorphic Computing: A Novel Solution to Conquer Cycle-to-cycle Variation.
DATE
Ziqi Meng, Weikang Qian, Yilong Zhao, Yanan Sun, Rui Yang, Li Jiang
2021 A* conf
PIMGCN: A ReRAM-Based PIM Design for Graph Convolutional Network Acceleration.
DAC
Tao Yang, Dongyue Li, Yibo Han, Yilong Zhao, Fangxin Liu, Xiaoyao Liang, Zhezhi He, Li Jiang
2021 — conf
Re2PIM: A Reconfigurable ReRAM-Based PIM Design for Variable-Sized Vector-Matrix Multiplication.
ACM Great Lakes Symposium on VLSI
Yilong Zhao, Zhezhi He, Naifeng Jing, Xiaoyao Liang, Li Jiang
2021 C conf
SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network.
ICCD
Fangxin Liu, Wenbo Zhao, Zhezhi He, Zongwu Wang, Yilong Zhao, Tao Yang, Jingnai Feng, Xiaoyao Liang, Li Jiang
2021 J jnl
SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network.
CoRR
Fangxin Liu, Wenbo Zhao, Yilong Zhao, Zongwu Wang, Tao Yang, Zhezhi He, Naifeng Jing, Xiaoyao Liang, Li Jiang
2021 J jnl
Unary Coding and Variation-Aware Optimal Mapping Scheme for Reliable ReRAM-Based Neuromorphic Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yanan Sun, Chang Ma, Zhi Li, Yilong Zhao, Jiachen Jiang, Weikang Qian, Rui Yang, Zhezhi He, Li Jiang
2020 — conf
ESNreram: An Energy-Efficient Sparse Neural Network Based on Resistive Random-Access Memory.
ACM Great Lakes Symposium on VLSI
Zhuoran Song, Yilong Zhao, Yanan Sun, Xiaoyao Liang, Li Jiang
2020 A* conf
PIM-Prune: Fine-Grain DCNN Pruning for Crossbar-Based Process-In-Memory Architecture.
DAC
Chaoqun Chu, Yanzhi Wang, Yilong Zhao, Xiaolong Ma, Shaokai Ye, Yunyan Hong, Xiaoyao Liang, Yinhe Han, Li Jiang
2019 A conf
An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM.
ISLPED
Geng Yuan, Xiaolong Ma, Caiwen Ding, Sheng Lin, Tianyun Zhang, Zeinab S. Jalali, Yilong Zhao, Li Jiang, Sucheta Soundarajan, Yanzhi Wang
2019 J jnl
An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM.
CoRR
Geng Yuan, Xiaolong Ma, Caiwen Ding, Sheng Lin, Tianyun Zhang, Zeinab S. Jalali, Yilong Zhao, Li Jiang, Sucheta Soundarajan, Yanzhi Wang