Y Guan, G Sun, Z Yuan, X Li, N Xu, S Chen, J Cong, Y Xie, "Crane: Mitigating Accelerator Under-utilization Caused by Sparsity Irregularities in CNNs," IEEE Transactions on Computers.
Z Zhou, B Wu, Z Liang, G Sun, C Xu, G Luo, "SaFace: Towards Scenario-aware Face Recognition via Edge Computing System," 3rd {USENIX} Workshop on Hot Topics in Edge Computing (HotEdge 20).
B Wu, C Chen, S Zhao, C Chen, Y Yao, G Sun, L Wang, X Zhang, J Zhou, "Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics.," AAAI, 6372-6379.
2019
Zhe Zhou, Xintong Li, and Guangyu Sun. 2019. Accelerate service live migration in resource-limited edge computing systems, "Accelerate service live migration in resource-limited edge computing systems," ArchEdge: The 2nd Workshop on Computing Architecture for Edge Computing, 2019.
S Li, N Xiao, P Wang, G Sun, X Wang, Y Chen, HH Li, J Cong, T Zhang, "RC-NVM: Dual-Addressing Non-Volatile Memory Architecture Supporting Both Row and Column Memory Accesses," IEEE Transactions on Computers (IEEE TC).
J Zhu, G Sun, X Zhang, C Zhang, W Zhang, Y Liang, T Wang, Y Chen, J Di, "Fork Path: Batching ORAM Requests to Remove Redundant Memory Accesses," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD).
F Wang, G Luo, G Sun, J Zhang, P Huang, J Kang, "Parallel Stateful Logic in RRAM: Theoretical Analysis and Arithmetic Design," 2019 IEEE 30th International Conference on Application-specific Systems, Architectures and Processors (ASAP), 157--164.
P Xie, B Wu, G Sun, "BAYHENN: combining Bayesian deep learning and homomorphic encryption for secure DNN inference," International Joint Conferences on Artificial Intelligence (IJCAI).
Z Liang, G Sun, W Kang, X Chen, W Zhao, "ZUMA: Enabling Direct Insertion/Deletion Operations with Emerging Skyrmion Racetrack Memory," 2019 56th ACM/IEEE Design Automation Conference (DAC).
B Wu, S Zhao, C Chen, H Xu, L Wang, X Zhang, G Sun, J Zhou, "Generalization in generative adversarial networks: A novel perspective from privacy protection," Neural Information Processing Systems (NeurIPS), 307-317.
B Wu, S Zhao, G Sun, X Zhang, Z Su, C Zeng, Z Liu, "P3sgd: Patient privacy preserving sgd for regularizing deep cnns in pathological image classification," Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2099--2108, 2019.
C Zhang, G Sun, Z Fang, P Zhou, P Pan, J Cong, "Caffeine: Towards uniformed representation and acceleration for deep convolutional neural networks," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD).
2018
P Wang, C Yao, Z Zheng, G Sun, L Song, "Joint task assignment, transmission, and computing resource allocation in multilayer mobile edge computing systems," IEEE Internet of Things Journal 6 (2), 2872-2884.
G Sun, J Zhao, M Poremba, C Xu, Y Xie, "Memory that never forgets: emerging nonvolatile memory and the implication for architecture design," National Science Review 5 (4), 577-592.
X Zhang, G Sun, P Xie, C Zhang, Y Liu, L Wei, Q Xu, CJ Xue, "Shadow Block: Accelerating ORAM Accesses with Data Duplication," IEEE/ACM International Symposium on Microarchitecture (MICRO 2018).
S Li, Z Chen, N Xiao, G Sun,"Path Prefetching: Accelerating Index Searches for In-Memory Databases," IEEE 36th International Conference on Computer Design (ICCD 2018).
C Yao, X Wang, Z Zheng, G Sun, L Song, "EdgeFlow: Open-Source Multi-layer Data Flow Processing in Edge Computing for 5G and Beyond," IEEE Network.
P Xie, G Sun, F Wang, G Luo, "V-PIM: An Analytical Overhead Model for Processing-in-Memory Architectures," IEEE 7th Non-Volatile Memory Systems and Applications Symposium (NVMSA 2018).
G Dai, T Huang, Y Chi, J Zhao, G Sun, Y Liu, Y Wang, Y Xie, H Yang, "Graphh: A processing-in-memory architecture for large-scale graph processing," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.
Xiaolong Xie, Yun Liang, Xiuhong Li, Yudong Wu, Guangyu Sun, Tao Wang, and Dongrui Fan, "CRAT: Enabling Coordinated Register Allocation and Thread-level Parallelism Optimization for GPUs," IEEE Transactions on Computer (TC).
Yun Liang, Xiaolong Xie, Yu Wang, Guangyu Sun, and Tao Wang, "Optimizing Cache Bypassing and Warp Scheduling for GPUs," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD),.
Chao Zhang, Tong Meng, and Guangyu Sun, "PM3: Power Modeling and Power Management for Processing-in-Memory," the 24th IEEE International Symposium on High-Performance Computer Architecture (HPCA 2018), February 24-28, 2018, Vienna, Austria.
Peng Wang, Shuo Li, Guangyu Sun, Xiaoyang Wang, Yiran Chen, Hai Li, Jason Cong, Nong Xiao, and Tao Zhang, "RC-VNM: Enabling Symmetric Row and Column Memory Accesses for In-Memory Databases," the 24th IEEE International Symposium on High-Performance Computer Architecture (HPCA 2018), February 24-28, 2018, Vienna, Austria.
2017
Yongpan Liu, Jinshan Yue, Hehe Li, Qinghang Zhao, Mengying Zhao, Jason Xue, Guangyu Sun, Meng-Fan Chang and Huazhong Yang, "Data Backup Optimization for Nonvolatile SRAM in Energy Harvesting Sensor Nodes,"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), Vol. 36, No. 10, pp. 1660-1673, October 2017.
Shuo Li, Peng Wang, Nong Xiao, Guangyu Sun, and Fang Liu, "SPMS: Strand based Persistent Memory System,"in Proceedings of the Design Automation and Test in Europe (DATE 2017), March 27-31, 2017, Lausanne, Switzerland, pp. 622-625.
Chen Zhang, Di Wu, Jiayu Sun, Guangyu Sun, Guojie Luo, and Jason Cong, "Energy-Efficient CNN Implementation on a Deeply Pipelined FPGA Cluster,"in Proceedings of IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED 2016), August 8-10, 2016, San Francisco, USA, pp. 326-331.
Weiqi Zhang, Chao Zhang, and Guangyu Sun, "Accelerate Context Switch by Racetrack-SRAM Hybrid Cells,"in Proceedings of 2016 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH 2016), July 18-20, 2016, Beijing, China, pp. 115-116.
Wang Kang, Tingting Pang, Bi Wu, Weifeng Lv, Youguang Zhang, Guangyu Sun, and Weisheng Zhao, "PDS: pseudo-differential sensing scheme for STT-MRAM,"in Proceedings of the 53rd ACM/IEEE Design Automation Conference (DAC 2016), June 5-9, 2016, Austin, TX, USA, pp. 120:1-6.
Chaofei Yang, Beiye Liu, Yandan Wang, Yiran Chen, Hai Li, Xian Zhang, and Guangyu Sun, "The Applications of NVM Technology in Hardware Security,"in Proceedings of the 26th ACM Great Lakes Symposium on VLSI (GLSVLSI 2016), May 18-20, 2016, Boston, MA, USA, pp. 311-316.
Yuze Chi, Guohao Dai, Yu Wang, Guangyu Sun, Guoliang Li, and Huazhong Yang, "NXgraph: An efficient graph processing system on a single machine,"in Proceedings of IEEE 32nd International Conference on Data Engineering (ICDE 2016), May 16-20, 2016, Helsinki, Finland, pp. 409-420.
Shuo Wang, Yun Liang, Chao Zhang, Xiaolong Xie, Guangyu Sun, Yongpan Liu, Yu Wang, and Xiuhong Li, "Performance-centric Register File Design for GPUs using Racetrack Memory,"in Proceedings of the 21st Asia and South Pacific Design Automation Conference (ASP-DAC 2016), January 25-28, 2016, Macao, China, pp. 25-30.
Xian Zhang, Guangyu Sun,Yaojun Zhang, Wujie Wen, Yiran Chen, Hai Li, and Jia Di, "A Novel PUF based on Cell Error Rate Distribution of STT-RAM,"in Proceedings of the 21st Asia and South Pacific Design Automation Conference (ASP-DAC 2016), January 25-28, 2016, Macao, China, pp. 342-347.
Xian Zhang, Guangyu Sun, Chao Zhang, Weiqi Zhang, Yun Liang, Tao Wang, Yiran Chen, and Jia Di, "Fork Path: Improving Efficiency of ORAM by Removing Redundant Memory Accesses,"in Proceedings of the 48th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO 2015), December 5-9, 2015, Waikiki, Hawaii, pp. 102-114.
Yun Liang, Xiaolong Xie, Guangyu Sun, and Deming Chen, "An Efficient Compiler Framework for Cache Bypassing on GPUs,"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), Vol. 34, No. 10, pp. 1677-1690, October 2015.
Chao Zhang, Guangyu Sun, Xueying Zhang, and Weisheng Zhao, "Thermal Modeling and Architecture Level Temperature Management for Shift Operations of Racetrack Memory," in Proceedings of the 21th National Conference of Information Storage (NCIS 2015), September 17-18, 2015, Changsha, China, .
Chunbo Lai, Song Jiang, Liqiong Yang, Shiding Lin, Guangyu Sun, Zhenyu Hou, Can Cui, and Jason Cong, "Atlas: Baidu's Key-value Storage System for Cloud Data,"in Proceedings of the 31st International Conference on Massive Storage Systems and Technology (MSST 2015), May 30 - June 5, 2015, Santa Clara, CA, USA, pp. 1-14.
Chao Zhang, Guangyu Sun, Xian Zhang, Weiqi Zhang, Weisheng Zhao, Tao Wang, Yun Liang, Yongpan Liu, Yu Wang, and Jiwu Shu, "Hi-fi Playback: Tolerating Position Errors in Shift Operations of Racetrack Memory,"in Proceedings of the 42nd ACM/IEEE International Symposium on Computer Architecture (ISCA 2015), June 13-17, 2015, Portland, OR, USA, pp. 694-706.
Gushu Li, Xiaoming Chen, Guangyu Sun, Henry Hoffmann, Yongpan Liu, Yu Wang, and Huazhong Yang, "An STT-RAM-based Low-Power Hybrid Register File for GPGPUs,"in Proceedings of the 52nd Design Automation Conference (DAC 2015), June 7-11, 2015, San Francisco, CA, USA, pp. 103:1-6.
Guangyu Sun, Chao Zhang, Hehe Li, Yue Zhang, Weiqi Zhang, Yizi Gu, Yinan Sun, Jacques-Olivier Klein, Dafie Ravelosona, Yongpan Liu, Weisheng Zhao and Huazhong Yang, "From Device To System: Cross-Layer Design Exploration of Racetrack Memory,"in Proceedings of the 18th Design, Automation and Test in Europe (DATE 2015), March 9-13, 2015, Grenoble, France, pp. 1018-1023.
Xiaolong Xie, Yun Liang, Yu Wan, Guangyu Sun, and Tao Wang, "Coordinated Static and Dynamic Cache Bypassing for GPUs,"in Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture (HPCA 2015), February 7-11, 2015, San Francisco Bay Area, CA, USA, pp. 76-88.
Jingyu Deng, Yun Liang, Guojie Luo, and Guangyu Sun, "Rapid Design Space Exploration of Two-level Unified Caches,"in Proceedings of International Symposium on Circuits and Systems (ISCAS 2014), June 1-5, 2014, Melbourne, Australia, pp. 1937-1940.
Tao Zhang, Matt Poremba, Cong Xu, Guangyu Sun, and Yuan Xie, "CREAM: a Concurrent-Refresh-Aware DRAM Memory Architecture,"in Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture (HPCA 2014), February 15-19, 2014, Orlando, FL, USA, pp. 368-379.
Xiaolong Xie, Yun Liang, Guangyu Sun, and Deming Chen, "An Efficient Compiler Framework for Cache Bypassing on GPUs,"in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD 2013), November 18-21, 2013, San Jose, CA, USA, pp. 516-523.
Xian Zhang, Chao Zhang, Tao Zhang, Guangyu Sun, and Jia Di, "An Efficient Run-time Encryption Scheme for Non-volatile Main Memory,"in Proceedings of International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES 2013), September 29 - October 4, 2013, Montreal, Canada, pp. 1-10.
Yaojun Zhang, Lu Zhang, Wujue Wen, Guangyu Sun, and Yiran Chen, "Multi-level Cell STT-RAM: Is It Realistic or Just a Dream?,"in Proceedings of International Conference on Computer-Aided Design (ICCAD 2012), November 5-8, 2012, San Jose, CA, USA, pp. 526-532.