Lixue Xia

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2015–2021

Best venue rank

Where they publish

Papers

24 indexed papers, newest first.

Year	Venue	Title	Authors
2021	PPoPP	DAPPLE: a pipelined data parallel approach for training large models.	Shiqing Fan, Yi Rong, Chen Meng, Zongyan Cao, Siyu Wang, Zhen Zheng, Chuan Wu, Guoping Long, Jun Yang, Lixue Xia, Lansong Diao, Xiaoyong Liu, Wei Lin
2019	ASPDAC	Fault tolerance in neuromorphic computing systems.	Mengyun Liu, Lixue Xia, Yu Wang, Krishnendu Chakrabarty
2019	DAC	A Configurable Multi-Precision CNN Computing Framework Based on Single Bit RRAM.	Zhenhua Zhu, Hanbo Sun, Yujun Lin, Guohao Dai, Lixue Xia, Song Han, Yu Wang, Huazhong Yang
2019	FPGA	PAI-FCNN: FPGA Based CNN Inference System.	Lansong Diao, Zhao Jiang, Hao Liang, Chang'an Ye, Kai Chen, Li Ding, Shunli Dou, Meng Sun, Lixue Xia, Jiansong Zhang, Wei Lin
2018	ASPDAC	Training low bitwidth convolutional neural network on RRAM.	Yi Cai, Tianqi Tang, Lixue Xia, Ming Cheng, Zhenhua Zhu, Yu Wang, Huazhong Yang
2018	DAC	Long live TIME: improving lifetime for training-in-memory engines by structured gradient sparsification.	Yi Cai, Yujun Lin, Lixue Xia, Xiaoming Chen, Song Han, Yu Wang, Huazhong Yang
2018	DATE	Rescuing memristor-based computing with non-linear resistance levels.	Jilan Lin, Lixue Xia, Zhenhua Zhu, Hanbo Sun, Yi Cai, Hui Gao, Ming Cheng, Xiaoming Chen, Yu Wang, Huazhong Yang
2018	DATE	A peripheral circuit reuse structure integrated with a retimed data flow for low power RRAM crossbar-based CNN.	Keni Qiu, Weiwen Chen, Yuanchao Xu, Lixue Xia, Yu Wang, Zili Shao
2018	ETS	Design of fault-tolerant neuromorphic computing systems.	Mengyun Liu, Lixue Xia, Yu Wang, Krishnendu Chakrabarty
2018	ICCAD	Mixed size crossbar based RRAM CNN accelerator with overlapped mapping method.	Zhenhua Zhu, Jilan Lin, Ming Cheng, Lixue Xia, Hanbo Sun, Xiaoming Chen, Yu Wang, Huazhong Yang
2018	ITC	Fault Tolerance for RRAM-Based Matrix Operations.	Mengyun Liu, Lixue Xia, Yu Wang, Krishnendu Chakrabarty
2018	SAC	Low power driven loop tiling for RRAM crossbar-based CNN.	Yuanhui Ni, Keni Qiu, Weiwen Chen, Lixue Xia, Yu Wang
2017	ASPDAC	Computation-oriented fault-tolerance schemes for RRAM computing systems.	Wenqin Huangfu, Lixue Xia, Ming Cheng, Xiling Yin, Tianqi Tang, Boxun Li, Krishnendu Chakrabarty, Yuan Xie, Yu Wang, Huazhong Yang
2017	ASPDAC	Binary convolutional neural network on RRAM.	Tianqi Tang, Lixue Xia, Boxun Li, Yu Wang, Huazhong Yang
2017	DAC	TIME: A Training-in-memory Architecture for Memristor-based Deep Neural Networks.	Ming Cheng, Lixue Xia, Zhenhua Zhu, Yi Cai, Yuan Xie, Yu Wang, Huazhong Yang
2017	DAC	Fault-Tolerant Training with On-Line Fault Detection for RRAM-Based Neural Computing Systems.	Lixue Xia, Mengyun Liu, Xuefei Ning, Krishnendu Chakrabarty, Yu Wang
2016	CASES	RRAM based learning acceleration.	Yu Wang, Lixue Xia, Ming Cheng, Tianqi Tang, Boxun Li, Huazhong Yang
2016	DAC	Switched by input: power efficient structure for RRAM-based convolutional neural network.	Lixue Xia, Tianqi Tang, Wenqin Huangfu, Ming Cheng, Xiling Yin, Boxun Li, Yu Wang, Huazhong Yang
2016	DATE	Sparsity-oriented sparse solver design for circuit simulation.	Xiaoming Chen, Lixue Xia, Yu Wang, Huazhong Yang
2016	DATE	MNSIM: Simulation platform for memristor-based neuromorphic computing system.	Lixue Xia, Boxun Li, Tianqi Tang, Peng Gu, Xiling Yin, Wenqin Huangfu, Pai-Yu Chen, Shimeng Yu, Yu Cao, Yu Wang, Yuan Xie, Huazhong Yang
2016	ISCAS	Low power Convolutional Neural Networks on a chip.	Yu Wang, Lixue Xia, Tianqi Tang, Boxun Li, Song Yao, Ming Cheng, Huazhong Yang
2015	ASPDAC	An accurate and low-cost PM2.5 estimation method based on Artificial Neural Network.	Lixue Xia, Rong Luo, Bin Zhao, Yu Wang, Huazhong Yang
2015	DAC	Merging the interface: power, area and accuracy co-optimization for RRAM crossbar-based mixed-signal computing system.	Boxun Li, Lixue Xia, Peng Gu, Yu Wang, Huazhong Yang
2015	DATE	Spiking neural network with RRAM: can we use it for real-world application?	Tianqi Tang, Lixue Xia, Boxun Li, Rong Luo, Yiran Chen, Yu Wang, Huazhong Yang