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2020 – today
- 2024
[j190]Yu Han, Qiong Zhou, Leibo Liu, Jianwei Li, Yuan Zhou:
DNI-MDCAP: improvement of causal MiRNA-disease association prediction based on deep network imputation. BMC Bioinform. 25(1): 22 (2024)- [j189]Chenchen Deng, Tianzhu Xiong, Zhaoshi Li, Zhiwei Liu, Yao Wang, Jianfeng Zhu, Jun Yang, Shaojun Wei, Leibo Liu:
CATCAM: a 28 nm constant-time alteration TCAM enabling less than 50 ns update latency. Sci. China Inf. Sci. 67(4) (2024) - [j188]Fengbin Tu
, Zihan Wu, Yiqi Wang, Weiwei Wu, Leibo Liu, Yang Hu, Shaojun Wei, Shouyi Yin:
MulTCIM: Digital Computing-in-Memory-Based Multimodal Transformer Accelerator With Attention-Token-Bit Hybrid Sparsity. IEEE J. Solid State Circuits 59(1): 90-101 (2024) - [j187]Ruiqi Guo, Xiaofeng Chen, Lei Wang, Yang Wang, Hao Sun, Jingchuan Wei, Huiming Han, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
CIMFormer: A Systolic CIM-Array-Based Transformer Accelerator With Token-Pruning-Aware Attention Reformulating and Principal Possibility Gathering. IEEE J. Solid State Circuits 59(10): 3317-3329 (2024) - [j186]Yubin Qin, Yang Wang, Dazheng Deng, Xiaolong Yang, Zhiren Zhao, Yang Zhou, Yuanqi Fan, Jingchuan Wei, Tianbao Chen, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
Ayaka: A Versatile Transformer Accelerator With Low-Rank Estimation and Heterogeneous Dataflow. IEEE J. Solid State Circuits 59(10): 3342-3356 (2024) - [j185]Hai Mo, Yong Wu, Honglan Jiang, Zining Ma, Fabrizio Lombardi, Jie Han, Leibo Liu:
Learning the Error Features of Approximate Multipliers for Neural Network Applications. IEEE Trans. Computers 73(3): 842-856 (2024) - [j184]Zijing Niu, Tingting Zhang, Honglan Jiang, Bruce F. Cockburn, Leibo Liu, Jie Han:
Hardware-Efficient Logarithmic Floating-Point Multipliers for Error-Tolerant Applications. IEEE Trans. Circuits Syst. I Regul. Pap. 71(1): 209-222 (2024) - [j183]Jiangxue Liu, Cankun Zhao, Shuohang Peng, Bohan Yang, Hang Zhao, Xiangdong Han, Min Zhu, Shaojun Wei, Leibo Liu:
A Low-Latency High-Order Arithmetic to Boolean Masking Conversion. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2024(2): 630-653 (2024) - [j182]Xiangren Chen, Bohan Yang, Jianfeng Zhu, Jun Liu, Shuying Yin, Guang Yang, Min Zhu, Shaojun Wei, Leibo Liu:
UpWB: An Uncoupled Architecture Design for White-box Cryptography Using Vectorized Montgomery Multiplication. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2024(2): 677-713 (2024) - [j181]Cankun Zhao, Hang Zhao, Jiangxue Liu, Bohan Yang, Wenping Zhu, Shuying Yin, Min Zhu, Shaojun Wei, Leibo Liu:
Breaking Ground: A New Area Record for Low-Latency First-Order Masked SHA-3 Advancing from the 4x Area Era to the 3x Area Era. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2024(4): 231-257 (2024) - [j180]Gang Zeng, Jianfeng Zhu, Yichi Zhang, Ganhui Chen, Zhenhai Yuan, Shaojun Wei, Leibo Liu:
A High-Performance Genomic Accelerator for Accurate Sequence-to-Graph Alignment Using Dynamic Programming Algorithm. IEEE Trans. Parallel Distributed Syst. 35(2): 237-249 (2024) - [c154]Yichi Zhang, Dibei Chen, Gang Zeng, Jianfeng Zhu, Zhaoshi Li, Longlong Chen, Shaojun Wei, Leibo Liu:
Harp: Leveraging Quasi-Sequential Characteristics to Accelerate Sequence-to-Graph Mapping of Long Reads. ASPLOS (3) 2024: 512-527 - [c153]Hang Zhao, Cankun Zhao, Wenping Zhu, Bohan Yang, Shaojun Wei, Leibo Liu:
Sparse Polynomial Multiplication-Based High-Performance Hardware Implementation for CRYSTALS-Dilithium. HOST 2024: 150-159 - [c152]Yihong Zhu, Wenping Zhu, Yi Ouyang, Junwen Sun, Min Zhu, Qi Zhao, Jinjiang Yang, Chen Chen, Qichao Tao, Guang Yang, Aoyang Zhang, Shaojun Wei, Leibo Liu:
16.2 A 28nm 69.4kOPS 4.4μJ/Op Versatile Post-Quantum Crypto-Processor Across Multiple Mathematical Problems. ISSCC 2024: 298-300 - [i12]Jiangxue Liu, Cankun Zhao, Shuohang Peng, Bohan Yang, Hang Zhao, Xiangdong Han, Min Zhu, Shaojun Wei, Leibo Liu:
A Low-Latency High-Order Arithmetic to Boolean Masking Conversion. IACR Cryptol. ePrint Arch. 2024: 45 (2024) - 2023
- [b3]Leibo Liu:
Using machine learning for automated de-identification and clinical coding of free text data in electronic medical records. University of New South Wales, Sydney, Australia, 2023 - [j179]Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm:
Automated ICD coding using extreme multi-label long text transformer-based models. Artif. Intell. Medicine 144: 102662 (2023) - [j178]Tong Li, Honglan Jiang, Hai Mo, Jie Han, Leibo Liu, Zhi-Gang Mao:
Approximate Processing Element Design and Analysis for the Implementation of CNN Accelerators. J. Comput. Sci. Technol. 38(2): 309-327 (2023) - [j177]Yihong Zhu, Wenping Zhu, Chongyang Li, Min Zhu, Chenchen Deng, Chen Chen, Shuying Yin, Shouyi Yin, Shaojun Wei, Leibo Liu:
RePQC: A 3.4-uJ/Op 48-kOPS Post-Quantum Crypto-Processor for Multiple-Mathematical Problems. IEEE J. Solid State Circuits 58(1): 124-140 (2023) - [j176]Yang Wang, Yubin Qin, Dazheng Deng, Jingchuan Wei, Yang Zhou, Yuanqi Fan, Tianbao Chen, Hao Sun, Leibo Liu, Shaojun Wei, Shouyi Yin:
An Energy-Efficient Transformer Processor Exploiting Dynamic Weak Relevances in Global Attention. IEEE J. Solid State Circuits 58(1): 227-242 (2023) - [j175]Fengbin Tu, Yiqi Wang, Zihan Wu, Ling Liang, Yufei Ding, Bongjin Kim, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
ReDCIM: Reconfigurable Digital Computing- In -Memory Processor With Unified FP/INT Pipeline for Cloud AI Acceleration. IEEE J. Solid State Circuits 58(1): 243-255 (2023) - [j174]Ruiqi Guo, Zhiheng Yue, Xin Si, Hao Li, Te Hu, Limei Tang, Yabing Wang, Hao Sun, Leibo Liu, Meng-Fan Chang, Qiang Li, Shaojun Wei, Shouyi Yin:
TT@CIM: A Tensor-Train In-Memory-Computing Processor Using Bit-Level-Sparsity Optimization and Variable Precision Quantization. IEEE J. Solid State Circuits 58(3): 852-866 (2023) - [j173]Fengbin Tu, Zihan Wu, Yiqi Wang, Ling Liang, Liu Liu, Yufei Ding, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
TranCIM: Full-Digital Bitline-Transpose CIM-based Sparse Transformer Accelerator With Pipeline/Parallel Reconfigurable Modes. IEEE J. Solid State Circuits 58(6): 1798-1809 (2023) - [j172]Fengbin Tu, Yiqi Wang, Ling Liang, Yufei Ding, Leibo Liu, Shaojun Wei, Shouyi Yin, Yuan Xie:
SDP: Co-Designing Algorithm, Dataflow, and Architecture for In-SRAM Sparse NN Acceleration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(1): 109-121 (2023) - [j171]Xiangyu Kong, Jianfeng Zhu, Xingchen Man, Guihuan Song, Yi Huang, Chenchen Deng, Pengfei Gou, Shouyi Yin, Shaojun Wei, Leibo Liu:
M2STaR: A Multimode Spatio-Temporal Redundancy Design for Fault-Tolerant Coarse-Grained Reconfigurable Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(9): 2938-2951 (2023) - [j170]Yiqi Wang, Fengbin Tu, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
SPCIM: Sparsity-Balanced Practical CIM Accelerator With Optimized Spatial-Temporal Multi-Macro Utilization. IEEE Trans. Circuits Syst. I Regul. Pap. 70(1): 214-227 (2023) - [j169]Shaojun Wei, Xinhan Lin, Fengbin Tu, Yang Wang, Leibo Liu, Shouyi Yin:
Reconfigurability, Why It Matters in AI Tasks Processing: A Survey of Reconfigurable AI Chips. IEEE Trans. Circuits Syst. I Regul. Pap. 70(3): 1228-1241 (2023) - [j168]Weiwei Wu, Fengbin Tu, Mengqi Niu, Zhiheng Yue, Leibo Liu, Shaojun Wei, Xiangyu Li, Yang Hu, Shouyi Yin:
STAR: An STGCN ARchitecture for Skeleton-Based Human Action Recognition. IEEE Trans. Circuits Syst. I Regul. Pap. 70(6): 2370-2383 (2023) - [j167]Shuqin Su, Bohan Yang, Vladimir Rozic, Mingyuan Yang, Min Zhu, Shaojun Wei, Leibo Liu:
A Closer Look at the Chaotic Ring Oscillators based TRNG Design. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2023(2): 381-417 (2023) - [j166]Longlong Chen, Jianfeng Zhu, Guiqiang Peng, Mingxu Liu, Shaojun Wei, Leibo Liu:
GEM: Ultra-Efficient Near-Memory Reconfigurable Acceleration for Read Mapping by Dividing and Predictive Scattering. IEEE Trans. Parallel Distributed Syst. 34(12): 3059-3072 (2023) - [c151]Xiaofeng Chen, Ruiqi Guo, Zhiheng Yue, Yang Hu, Leibo Liu, Shaojun Wei, Shouyi Yin:
A Systolic Computing-in-Memory Array based Accelerator with Predictive Early Activation for Spatiotemporal Convolutions. AICAS 2023: 1-5 - [c150]Zhou Wang, Jingchuan Wei, Xiaonan Tang, Boxiao Han, Hongjun He, Leibo Liu, Shaojun Wei, Shouyi Yin:
TPE: A High-Performance Edge-Device Inference with Multi-level Transformational Mechanism. AICAS 2023: 1-5 - [c149]Ruiqi Guo, Yang Wang, Xiaofeng Chen, Lei Wang, Hao Sun, Jingchuan Wei, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
CIMFormer: A 38.9TOPS/W-8b Systolic CIM-Array Based Transformer Processor with Token-Slimmed Attention Reformulating and Principal Possibility Gathering. A-SSCC 2023: 1-3 - [c148]Leibo Liu:
Welcome Message. A-SSCC 2023: 1-2 - [c147]Yubin Qin, Yang Wang, Dazheng Deng, Xiaolong Yang, Zhiren Zhao, Yang Zhou, Yuanqi Fan, Jingchuan Wei, Tianbao Chen, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
A 28nm 49.7TOPS/W Sparse Transformer Processor with Random-Projection-Based Speculation, Multi-Stationary Dataflow, and Redundant Partial Product Elimination. A-SSCC 2023: 1-3 - [c146]Shuang Wang, Weiliang Chen, Xueqing Li, Leibo Liu, Huazhong Yang:
A 10TFLOPS Datacenter-Oriented GPU with 4-Corner Stacked 64GB Memory by The Means of 2.5D Packaging Technology. A-SSCC 2023: 1-3 - [c145]Zhou Wang, Jingchuan Wei, Boxiao Han, Hongjun He, Leibo Liu, Shaojun Wei, Shouyi Yin:
CPE: An Energy-Efficient Edge-Device Training with Multi-dimensional Compression Mechanism. DAC 2023: 1-6 - [c144]Qidie Wu, Jiangyuan Gu, Youxu Lin, Boxiao Han, Hongjun He, Yang Hu, Leibo Liu, Shaojun Wei, Shouyi Yin:
RMP-MEM: A HW/SW Reconfigurable Multi-Port Memory Architecture for Multi-PEA Oriented CGRA. DAC 2023: 1-6 - [c143]Yihong Zhu, Wenping Zhu, Chen Chen, Min Zhu, Zhengdong Li, Shaojun Wei, Leibo Liu:
Mckeycutter: A High-throughput Key Generator of Classic McEliece on Hardware. DAC 2023: 1-6 - [c142]Shuohang Peng, Bohan Yang, Shuying Yin, Hang Zhao, Cankun Zhao, Shaojun Wei, Leibo Liu:
A Low-Randomness First-Order Masked Xoodyak. HOST 2023: 48-56 - [c141]Dibei Chen, Tairan Zhang, Yi Huang, Jianfeng Zhu, Yang Liu, Pengfei Gou, Chunyang Feng, Binghua Li, Shaojun Wei, Leibo Liu:
Orinoco: Ordered Issue and Unordered Commit with Non-Collapsible Queues. ISCA 2023: 11:1-11:14 - [c140]Yubin Qin, Yang Wang, Dazheng Deng, Zhiren Zhao, Xiaolong Yang, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
FACT: FFN-Attention Co-optimized Transformer Architecture with Eager Correlation Prediction. ISCA 2023: 22:1-22:14 - [c139]Xiangyu Kong, Yi Huang, Jianfeng Zhu, Xingchen Man, Yang Liu, Chunyang Feng, Pengfei Gou, Minggui Tang, Shaojun Wei, Leibo Liu:
MapZero: Mapping for Coarse-grained Reconfigurable Architectures with Reinforcement Learning and Monte-Carlo Tree Search. ISCA 2023: 46:1-46:14 - [c138]Yibo Wu, Jianfeng Zhu, Wenrui Wei, Longlong Chen, Liang Wang, Shaojun Wei, Leibo Liu:
Shogun: A Task Scheduling Framework for Graph Mining Accelerators. ISCA 2023: 51:1-51:15 - [c137]Zhiheng Yue, Yang Wang, Huizheng Wang, Yabing Wang, Ruiqi Guo, Limei Tang, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
CV-CIM: A 28nm XOR-Derived Similarity-Aware Computation-in-Memory for Cost-Volume Construction. ISSCC 2023: 138-139 - [c136]Fengbin Tu, Zihan Wu, Yiqi Wang, Weiwei Wu, Leibo Liu, Yang Hu, Shaojun Wei, Shouyi Yin:
MuITCIM: A 28nm $2.24 \mu\mathrm{J}$/Token Attention-Token-Bit Hybrid Sparse Digital CIM-Based Accelerator for Multimodal Transformers. ISSCC 2023: 248-249 - [c135]Fengbin Tu, Yiqi Wang, Zihan Wu, Weiwei Wu, Leibo Liu, Yang Hu, Shaojun Wei, Shouyi Yin:
TensorCIM: A 28nm 3.7nJ/Gather and 8.3TFLOPS/W FP32 Digital-CIM Tensor Processor for MCM-CIM-Based Beyond-NN Acceleration. ISSCC 2023: 254-255 - [c134]Jinyi Deng, Xinru Tang, Jiahao Zhang, Yuxuan Li, Linyun Zhang, Boxiao Han, Hongjun He, Fengbin Tu, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
Towards Efficient Control Flow Handling in Spatial Architecture via Architecting the Control Flow Plane. MICRO 2023: 1395-1408 - [c133]Yi Huang, Lingkun Kong, Dibei Chen, Zhiyu Chen, Xiangyu Kong, Jianfeng Zhu, Konstantinos Mamouras, Shaojun Wei, Kaiyuan Yang, Leibo Liu:
CASA: An Energy-Efficient and High-Speed CAM-based SMEM Seeding Accelerator for Genome Alignment. MICRO 2023: 1423-1436 - [c132]Yang Wang, Yubin Qin, Dazheng Deng, Xiaolong Yang, Zhiren Zhao, Ruiqi Guo, Zhiheng Yue, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
A 28nm 77.35TOPS/W Similar Vectors Traceable Transformer Processor with Principal-Component-Prior Speculating and Dynamic Bit-wise Stationary Computing. VLSI Technology and Circuits 2023: 1-2 - [i11]Jinyi Deng, Xinru Tang, Jiahao Zhang, Yuxuan Li, Linyun Zhang, Fengbin Tu, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin:
Towards Efficient Control Flow Handling in Spatial Architecture via Architecting the Control Flow Plane. CoRR abs/2307.02847 (2023) - [i10]Haojia Hui, Jiangyuan Gu, Xunbo Hu, Yang Hu, Leibo Liu, Shaojun Wei, Shouyi Yin:
WindMill: A Parameterized and Pluggable CGRA Implemented by DIAG Design Flow. CoRR abs/2309.01273 (2023) - [i9]Shuqin Su, Bohan Yang, Vladimir Rozic, Mingyuan Yang, Min Zhu, Shaojun Wei, Leibo Liu:
A Closer Look at the Chaotic Ring Oscillators based TRNG Design. IACR Cryptol. ePrint Arch. 2023: 40 (2023) - 2022
- [b2]Shaojun Wei, Leibo Liu, Jianfeng Zhu, Chenchen Deng:
Software Defined Chips - Volume I, 2. Springer 2022, ISBN 978-981-19-6993-5, pp. 1-311 - [j165]Chenchen Deng, Min Zhu, Jinjiang Yang, Youyu Wu, Jiaji He, Bohan Yang, Jianfeng Zhu, Shouyi Yin, Shaojun Wei, Leibo Liu:
An energy-efficient dynamically reconfigurable cryptographic engine with improved power/EM-side-channel-attack resistance. Sci. China Inf. Sci. 65(4) (2022) - [j164]Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm:
Hierarchical label-wise attention transformer model for explainable ICD coding. J. Biomed. Informatics 133: 104161 (2022) - [j163]Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm:
De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models. J. Biomed. Informatics 135: 104215 (2022) - [j162]Huiyu Mo, Wenping Zhu, Wenjing Hu, Qiang Li, Ang Li, Shouyi Yin, Shaojun Wei, Leibo Liu:
A 12.1 TOPS/W Quantized Network Acceleration Processor With Effective-Weight-Based Convolution and Error-Compensation-Based Prediction. IEEE J. Solid State Circuits 57(5): 1542-1557 (2022) - [j161]Yang Wang, Yubin Qin, Dazheng Deng, Jingchuan Wei, Tianbao Chen, Xinhan Lin, Leibo Liu, Shaojun Wei, Shouyi Yin:
Trainer: An Energy-Efficient Edge-Device Training Processor Supporting Dynamic Weight Pruning. IEEE J. Solid State Circuits 57(10): 3164-3178 (2022) - [j160]Zongsheng Hou, Neng Zhang, Bohan Yang, Hanning Wang, Min Zhu, Shouyi Yin, Shaojun Wei, Leibo Liu:
Efficient FHE Radix-2 Arithmetic Operations Based on Redundant Encoding. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(7): 2024-2037 (2022) - [j159]Jiaji He, Haocheng Ma, Max Panoff, Hanning Wang, Yiqiang Zhao, Leibo Liu, Xiaolong Guo, Yier Jin:
Security Oriented Design Framework for EM Side-Channel Protection in RTL Implementations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(8): 2421-2434 (2022) - [j158]Baofen Yuan, Jianfeng Zhu, Xingchen Man, Zijiao Ma, Shouyi Yin, Shaojun Wei, Leibo Liu:
Dynamic-II Pipeline: Compiling Loops With Irregular Branches on Static-Scheduling CGRA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(9): 2929-2942 (2022) - [j157]Ang Li, Huiyu Mo, Wenping Zhu, Qiang Li, Shouyi Yin, Shaojun Wei, Leibo Liu:
BitCluster: Fine-Grained Weight Quantization for Load-Balanced Bit-Serial Neural Network Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4747-4757 (2022) - [j156]Yong Wu, Honglan Jiang, Zining Ma, Pengfei Gou, Yong Lu, Jie Han, Shouyi Yin, Shaojun Wei, Leibo Liu:
An Energy-Efficient Approximate Divider Based on Logarithmic Conversion and Piecewise Constant Approximation. IEEE Trans. Circuits Syst. I Regul. Pap. 69(7): 2655-2668 (2022) - [j155]Zhiheng Yue, Yabing Wang, Yubin Qin, Leibo Liu, Shaojun Wei, Shouyi Yin:
BR-CIM: An Efficient Binary Representation Computation-In-Memory Design. IEEE Trans. Circuits Syst. I Regul. Pap. 69(10): 3940-3953 (2022) - [j154]Yang Wang, Yubin Qin, Leibo Liu, Shaojun Wei, Shouyi Yin:
SWPU: A 126.04 TFLOPS/W Edge-Device Sparse DNN Training Processor With Dynamic Sub-Structured Weight Pruning. IEEE Trans. Circuits Syst. I Regul. Pap. 69(10): 4014-4027 (2022) - [j153]Yang Wang, Dazheng Deng, Leibo Liu, Shaojun Wei, Shouyi Yin:
PL-NPU: An Energy-Efficient Edge-Device DNN Training Processor With Posit-Based Logarithm-Domain Computing. IEEE Trans. Circuits Syst. I Regul. Pap. 69(10): 4042-4055 (2022) - [j152]Jianxun Yang, Fengbin Tu, Yixuan Li, Yiqi Wang, Leibo Liu, Shaojun Wei, Shouyi Yin:
GQNA: Generic Quantized DNN Accelerator With Weight-Repetition-Aware Activation Aggregating. IEEE Trans. Circuits Syst. I Regul. Pap. 69(10): 4069-4082 (2022) - [j151]Francisco Javier Hernandez Santiago, Honglan Jiang, Hussam Amrouch, Andreas Gerstlauer, Leibo Liu, Jie Han:
Characterizing Approximate Adders and Multipliers for Mitigating Aging and Temperature Degradations. IEEE Trans. Circuits Syst. I Regul. Pap. 69(11): 4558-4571 (2022) - [j150]Xiangren Chen, Bohan Yang, Shouyi Yin, Shaojun Wei, Leibo Liu:
CFNTT: Scalable Radix-2/4 NTT Multiplication Architecture with an Efficient Conflict-free Memory Mapping Scheme. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2022(1): 94-126 (2022) - [j149]Cankun Zhao, Neng Zhang, Hanning Wang, Bohan Yang, Wenping Zhu, Zhengdong Li, Min Zhu, Shouyi Yin, Shaojun Wei, Leibo Liu:
A Compact and High-Performance Hardware Architecture for CRYSTALS-Dilithium. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2022(1): 270-295 (2022) - [c131]Xiangren Chen, Bohan Yang, Yong Lu, Shouyi Yin, Shaojun Wei, Leibo Liu:
Efficient access scheme for multi-bank based NTT architecture through conflict graph. DAC 2022: 91-96 - [c130]Jinyi Deng, Linyun Zhang, Lei Wang, Jiawei Liu, Kexiang Deng, Shibin Tang, Jiangyuan Gu, Boxiao Han, Fei Xu, Leibo Liu, Shaojun Wei, Shouyi Yin:
Mixed-granularity parallel coarse-grained reconfigurable architecture. DAC 2022: 343-348 - [c129]Zhiheng Yue, Yabing Wang, Leibo Liu, Shaojun Wei, Shouyi Yin:
MC-CIM: a reconfigurable computation-in-memory for efficient stereo matching cost computation. DAC 2022: 457-462 - [c128]Shixuan Zheng, Xianjue Zhang, Leibo Liu, Shaojun Wei, Shouyi Yin:
Atomic Dataflow based Graph-Level Workload Orchestration for Scalable DNN Accelerators. HPCA 2022: 475-489 - [c127]Yibo Wu, Liang Wang, Xiaohang Wang, Jie Han, Jianfeng Zhu, Honglan Jiang, Shouyi Yin, Shaojun Wei, Leibo Liu:
Upward Packet Popup for Deadlock Freedom in Modular Chiplet-Based Systems. HPCA 2022: 986-1000 - [c126]Weiliang Chen, Zhaoshi Li, Leibo Liu, Shaojun Wei:
Dynamically Reconfigurable Memory Address Mapping for General-Purpose Graphics Processing Unit. ICTA 2022: 1-2 - [c125]Mingyuan Yang, Yemeng Zhang, Bohan Yang, Hanning Wang, Shouyi Yin, Shaojun Wei, Leibo Liu:
A SHA-512 Hardware Implementation Based on Block RAM Storage Structure. IPDPS Workshops 2022: 132-135 - [c124]Xingchen Man, Jianfeng Zhu, Guihuan Song, Shouyi Yin, Shaojun Wei, Leibo Liu:
CaSMap: agile mapper for reconfigurable spatial architectures by automatically clustering intermediate representations and scattering mapping process. ISCA 2022: 259-273 - [c123]Fengbin Tu, Yiqi Wang, Zihan Wu, Ling Liang, Yufei Ding, Bongjin Kim, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
A 28nm 29.2TFLOPS/W BF16 and 36.5TOPS/W INT8 Reconfigurable Digital CIM Processor with Unified FP/INT Pipeline and Bitwise In-Memory Booth Multiplication for Cloud Deep Learning Acceleration. ISSCC 2022: 1-3 - [c122]Yang Wang, Yubin Qin, Dazheng Deng, Jingchuan Wei, Yang Zhou, Yuanqi Fan, Tianbao Chen, Hao Sun, Leibo Liu, Shaojun Wei, Shouyi Yin:
A 28nm 27.5TOPS/W Approximate-Computing-Based Transformer Processor with Asymptotic Sparsity Speculating and Out-of-Order Computing. ISSCC 2022: 1-3 - [c121]Fengbin Tu, Zihan Wu, Yiqi Wang, Ling Liang, Liu Liu, Yufei Ding, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
A 28nm 15.59µJ/Token Full-Digital Bitline-Transpose CIM-Based Sparse Transformer Accelerator with Pipeline/Parallel Reconfigurable Modes. ISSCC 2022: 466-468 - [c120]Yihong Zhu, Wenping Zhu, Min Zhu, Chongyang Li, Chenchen Deng, Chen Chen, Shuying Yin, Shouyi Yin, Shaojun Wei, Leibo Liu:
A 28nm 48KOPS 3.4µJ/Op Agile Crypto-Processor for Post-Quantum Cryptography on Multi-Mathematical Problems. ISSCC 2022: 514-516 - [p2]Tingting Zhang, Honglan Jiang, Weiqiang Liu, Fabrizio Lombardi, Leibo Liu, Seok-Bum Ko, Jie Han:
Majority Logic-Based Approximate Multipliers for Error-Tolerant Applications. Approximate Computing 2022: 119-146 - [i8]Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm:
Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding. CoRR abs/2204.10716 (2022) - [i7]Hongjiang Chen, Yang Wang, Leibo Liu, Shaojun Wei, Shouyi Yin:
FAQS: Communication-efficient Federate DNN Architecture and Quantization Co-Search for personalized Hardware-aware Preferences. CoRR abs/2210.08450 (2022) - [i6]Hongjiang Chen, Yang Wang, Leibo Liu, Shaojun Wei, Shouyi Yin:
HQNAS: Auto CNN deployment framework for joint quantization and architecture search. CoRR abs/2210.08485 (2022) - [i5]Leibo Liu, Óscar Pérez Concha, Anthony Nguyen, Vicki Bennett, Louisa Jorm:
Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models. CoRR abs/2212.05857 (2022) - [i4]Yihong Zhu, Wenping Zhu, Chen Chen, Min Zhu, Zhengdong Li, Shaojun Wei, Leibo Liu:
Compact GF(2) systemizer and optimized constant-time hardware sorters for Key Generation in Classic McEliece. IACR Cryptol. ePrint Arch. 2022: 1277 (2022) - 2021
- [j148]Hai Huang, Leibo Liu, Min Zhu, Shouyi Yin, Shaojun Wei:
Fast substitution-box evaluation algorithm and its efficient masking scheme for block ciphers. Sci. China Inf. Sci. 64(8) (2021) - [j147]Fengbin Tu, Weiwei Wu, Yang Wang, Hongjiang Chen, Feng Xiong, Man Shi, Ning Li, Jinyi Deng, Tianbao Chen, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
Evolver: A Deep Learning Processor With On-Device Quantization-Voltage-Frequency Tuning. IEEE J. Solid State Circuits 56(2): 658-673 (2021) - [j146]Jianfeng Zhu, Ao Luo, Guanhua Li, Bowei Zhang, Yong Wang, Gang Shan, Yi Li, Jianfeng Pan, Chenchen Deng, Shouyi Yin, Shaojun Wei, Leibo Liu:
Jintide: Utilizing Low-Cost Reconfigurable External Monitors to Substantially Enhance Hardware Security of Large-Scale CPU Clusters. IEEE J. Solid State Circuits 56(8): 2585-2601 (2021) - [j145]Fengbin Tu, Weiwei Wu, Yang Wang, Hongjiang Chen, Feng Xiong, Man Shi, Ning Li, Jinyi Deng, Tianbao Chen, Leibo Liu, Shaojun Wei, Yuan Xie, Shouyi Yin:
Erratum to "Evolver: a Deep Learning Processor With On-Device Quantization-Voltage-Frequency Tuning". IEEE J. Solid State Circuits 56(9): 2895 (2021) - [j144]Jianxun Yang, Yuyao Kong, Zhao Zhang, Zhuangzhi Liu, Jing Zhou, Yiqi Wang, Yonggang Liu, Chenfu Guo, Te Hu, Congcong Li, Leibo Liu, Jin Zhang, Shaojun Wei, Jun Yang, Shouyi Yin:
TIMAQ: A Time-Domain Computing-in-Memory-Based Processor Using Predictable Decomposed Convolution for Arbitrary Quantized DNNs. IEEE J. Solid State Circuits 56(10): 3021-3038 (2021) - [j143]Haocheng Ma, Jiaji He, Yanjiang Liu, Leibo Liu, Yiqiang Zhao, Yier Jin:
Security-Driven Placement and Routing Tools for Electromagnetic Side-Channel Protection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(6): 1077-1089 (2021) - [j142]Neng Zhang, Qiao Qin, Zongsheng Hou, Bohan Yang, Shouyi Yin, Shaojun Wei, Leibo Liu:
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On-Chip Trust Evaluation Utilizing TDC-Based Parameter-Adjustable Security Primitive. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(10): 1985-1994 (2021) - [j140]