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Journal Articles
- 2024
[j11]Cenlin Duan
, Jianlei Yang, Xiaolin He, Yingjie Qi, Yikun Wang, Yiou Wang, Ziyan He, Bonan Yan, Xueyan Wang, Xiaotao Jia, Weitao Pan, Weisheng Zhao:
DDC-PIM: Efficient Algorithm/Architecture Co-Design for Doubling Data Capacity of SRAM-Based Processing-in-Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(3): 906-918 (2024)- [j10]Xiaotao Jia, Huiyi Gu, Yuhao Liu, Jianlei Yang, Xueyan Wang, Weitao Pan, Youguang Zhang, Sorin Cotofana, Weisheng Zhao:
An Energy-Efficient Bayesian Neural Network Implementation Using Stochastic Computing Method. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12913-12923 (2024) - 2023
- [j9]Yinglin Zhao, Jianlei Yang, Bing Li, Xingzhou Cheng, Xucheng Ye, Xueyan Wang, Xiaotao Jia, Zhaohao Wang, Youguang Zhang, Weisheng Zhao:
NAND-SPIN-based processing-in-MRAM architecture for convolutional neural network acceleration. Sci. China Inf. Sci. 66(4) (2023) - [j8]Yuntao Wei, Xueyan Wang, Shangtong Zhang, Jianlei Yang, Xiaotao Jia, Zhaohao Wang, Gang Qu, Weisheng Zhao:
IMGA: Efficient In-Memory Graph Convolution Network Aggregation With Data Flow Optimizations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(12): 4695-4705 (2023) - 2022
- [j7]Xueyan Wang, Jianlei Yang, Yinglin Zhao, Xiaotao Jia, Rong Yin, Xuhang Chen, Gang Qu, Weisheng Zhao:
Triangle Counting Accelerations: From Algorithm to In-Memory Computing Architecture. IEEE Trans. Computers 71(10): 2462-2472 (2022) - [j6]Xuhang Chen, Xueyan Wang, Xiaotao Jia, Jianlei Yang, Gang Qu, Weisheng Zhao:
Accelerating Graph-Connected Component Computation With Emerging Processing-In-Memory Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(12): 5333-5342 (2022) - 2021
- [j5]Xiaotao Jia, Jianlei Yang, Runze Liu, Xueyan Wang, Sorin Dan Cotofana, Weisheng Zhao:
Efficient Computation Reduction in Bayesian Neural Networks Through Feature Decomposition and Memorization. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1703-1712 (2021) - 2020
- [j4]Yu Pan, Xiaotao Jia, Zhen Cheng, Peng Ouyang, Xueyan Wang, Jianlei Yang, Weisheng Zhao:
An STT-MRAM based reconfigurable computing-in-memory architecture for general purpose computing. CCF Trans. High Perform. Comput. 2(3): 272-281 (2020) - [j3]Xueyan Wang, Jianlei Yang, Yinglin Zhao, Xiaotao Jia, Gang Qu, Weisheng Zhao:
Hardware Security in Spin-based Computing-in-memory: Analysis, Exploits, and Mitigation Techniques. ACM J. Emerg. Technol. Comput. Syst. 16(4): 37:1-37:18 (2020) - [j2]Xiaotao Jia, Jianlei Yang, Pengcheng Dai, Runze Liu, Yiran Chen, Weisheng Zhao:
SPINBIS: Spintronics-Based Bayesian Inference System With Stochastic Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(4): 789-802 (2020) - 2018
- [j1]Xiaotao Jia, Yici Cai, Qiang Zhou, Bei Yu:
A Multicommodity Flow-Based Detailed Router With Efficient Acceleration Techniques. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(1): 217-230 (2018)
Conference and Workshop Papers
- 2024
- [c13]Mengzhe Han, Xiaotao Jia, Zihao Zhao, Yingchun Hu:
Hierarchical Placement Algorithm for Analog Circuit With Polygonal Modules. ISCAS 2024: 1-5 - [c12]Jing Liang, Xiaotao Jia, Yuanqi Hu:
Miniaturized and Integrated On-Chip Ag/AgCl Micro-electrodes for Chemical Detection. ISCAS 2024: 1-5 - [c11]Yicheng Huang, Xueyan Wang, Tianao Dai, Jianlei Yang, Zhaojun Lu, Xiaotao Jia, Gang Qu, Weisheng Zhao:
LLP-ECCA: A Low-Latency and Programmable Framework for Elliptic Curve Cryptography Accelerators. ITC-Asia 2024: 1-6 - 2023
- [c10]Xiaomeng Luo, Guangcun Wei, Yuhao Liu, Xiaotao Jia, Xinghua Yang, Junlin Li, Qi Wei, Fei Qiao:
"\"Peak\" Quantization: A Training Method Suitable for Terminal Equipment to Deploy Keyword Spotting Network". ICAICE 2023: 963-968 - 2020
- [c9]Xueyan Wang, Jianlei Yang, Yinglin Zhao, Yingjie Qi, Meichen Liu, Xingzhou Cheng, Xiaotao Jia, Xiaoming Chen, Gang Qu, Weisheng Zhao:
TCIM: Triangle Counting Acceleration With Processing-In-MRAM Architecture. DAC 2020: 1-6 - [c8]Zhen Zhuang, Genggeng Liu, Xing Huang, Xiaotao Jia, Wen-Hao Liu, Wenzhong Guo:
MSFRoute: Multi-Stage FPGA Routing for Timing Division Multiplexing Technique. ACM Great Lakes Symposium on VLSI 2020: 107-112 - 2019
- [c7]Yinglin Zhao, Jianlei Yang, Xiaotao Jia, Xueyan Wang, Zhaohao Wang, Wang Kang, Youguang Zhang, Weisheng Zhao:
Exploiting Near-Memory Processing Architectures for Bayesian Neural Networks Acceleration. ISVLSI 2019: 203-206 - 2018
- [c6]Xiaotao Jia, Jianlei Yang, Zhaohao Wang, Yiran Chen, Hai Helen Li, Weisheng Zhao:
Spintronics based stochastic computing for efficient Bayesian inference system. ASP-DAC 2018: 580-585 - [c5]Xiaotao Jia, Jing Wang, Yici Cai, Qiang Zhou:
Electromigration Design Rule aware Global and Detailed Routing Algorithm. ACM Great Lakes Symposium on VLSI 2018: 267-272 - 2016
- [c4]Xiaotao Jia, Yici Cai, Qiang Zhou, Bei Yu:
MCFRoute 2.0: A Redundant Via Insertion Enhanced Concurrent Detailed Router. ACM Great Lakes Symposium on VLSI 2016: 87-92 - [c3]Xueyan Wang, Xiaotao Jia, Qiang Zhou, Yici Cai, Jianlei Yang, Mingze Gao, Gang Qu:
Secure and Low-Overhead Circuit Obfuscation Technique with Multiplexers. ACM Great Lakes Symposium on VLSI 2016: 133-136 - 2015
- [c2]Chang Su, Xiaotao Jia, Xianzhong Xie, Yue Yu:
A New Random-Walk Based Label Propagation Community Detection Algorithm. WI-IAT (1) 2015: 137-140 - 2014
- [c1]Xiaotao Jia, Yici Cai, Qiang Zhou, Gang Chen, Zhuoyuan Li, Zuowei Li:
MCFRoute: a detailed router based on multi-commodity flow method. ICCAD 2014: 397-404
Informal and Other Publications
- 2024
- [i9]Cenlin Duan, Jianlei Yang, Yiou Wang, Yikun Wang, Yingjie Qi, Xiaolin He, Bonan Yan, Xueyan Wang, Xiaotao Jia, Weisheng Zhao:
Towards Efficient SRAM-PIM Architecture Design by Exploiting Unstructured Bit-Level Sparsity. CoRR abs/2404.09497 (2024) - 2023
- [i8]Cenlin Duan, Jianlei Yang, Xiaolin He, Yingjie Qi, Yikun Wang, Yiou Wang, Ziyan He, Bonan Yan, Xueyan Wang, Xiaotao Jia, Weitao Pan, Weisheng Zhao:
DDC-PIM: Efficient Algorithm/Architecture Co-design for Doubling Data Capacity of SRAM-based Processing-In-Memory. CoRR abs/2310.20424 (2023) - 2022
- [i7]Yinglin Zhao, Jianlei Yang, Bing Li, Xingzhou Cheng, Xucheng Ye, Xueyan Wang, Xiaotao Jia, Zhaohao Wang, Youguang Zhang, Weisheng Zhao:
NAND-SPIN-Based Processing-in-MRAM Architecture for Convolutional Neural Network Acceleration. CoRR abs/2204.09989 (2022) - 2021
- [i6]Xueyan Wang, Jianlei Yang, Yinglin Zhao, Xiaotao Jia, Rong Yin, Xuhang Chen, Gang Qu, Weisheng Zhao:
Triangle Counting Accelerations: From Algorithm to In-Memory Computing Architecture. CoRR abs/2112.00471 (2021) - 2020
- [i5]Xiaotao Jia, Jianlei Yang, Runze Liu, Xueyan Wang, Sorin Dan Cotofana, Weisheng Zhao:
Efficient Computation Reduction in Bayesian Neural Networks Through Feature Decomposition and Memorization. CoRR abs/2005.03857 (2020) - [i4]Xueyan Wang, Jianlei Yang, Yinglin Zhao, Xiaotao Jia, Gang Qu, Weisheng Zhao:
Hardware Security in Spin-Based Computing-In-Memory: Analysis, Exploits, and Mitigation Techniques. CoRR abs/2006.01425 (2020) - [i3]Xueyan Wang, Jianlei Yang, Yinglin Zhao, Yingjie Qi, Meichen Liu, Xingzhou Cheng, Xiaotao Jia, Xiaoming Chen, Gang Qu, Weisheng Zhao:
TCIM: Triangle Counting Acceleration With Processing-In-MRAM Architecture. CoRR abs/2007.10702 (2020) - 2019
- [i2]Xiaotao Jia, Jianlei Yang, Pengcheng Dai, Runze Liu, Yiran Chen, Weisheng Zhao:
SPINBIS: Spintronics based Bayesian Inference System with Stochastic Computing. CoRR abs/1902.06886 (2019) - 2017
- [i1]Xiaotao Jia, Jianlei Yang, Zhaohao Wang, Yiran Chen, Hai Li, Weisheng Zhao:
Spintronics based Stochastic Computing for Efficient Bayesian Inference System. CoRR abs/1711.01125 (2017)
Coauthor Index
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