Xiaochen Guo

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 37

Top Topics

Speaker Recognition

Fingerprint Identification

Machine Learning Models

Top Venues

IEEE Trans. Computers

Publications

Abhishek Singh, Christian Schulte, Xiaochen Guo
AMC: Access to Miss Correlation Prefetcher for Evolving Graph Analytics. CoRR (2024)
Xiaochen Guo, Haitao Wu
Framework and Methods of State Monitoring-Based Positioning System on WIFI-RTT Clock Drift Theory. IEEE Trans. Aerosp. Electron. Syst. 60 (1) (2024)
Jian Zhang, Jing Ma, Xiaochen Guo, Lin Li, Liang He
A Speaker Recognition Method Based on Stable Learning. ICASSP (2024)
Jian Zhang, Liang He, Xiaochen Guo, Jing Ma
A Study on Visualization of Voiceprint Feature. INTERSPEECH (2023)
Hesam Shabani, Abhishek Singh, Bishoy Youhana, Xiaochen Guo
HIRAC: A Hierarchical Accelerator with Sorting-based Packing for SpGEMMs in DNN Applications. HPCA (2023)
Haoxiang Jia, Ming Wen, Zifan Xie, Xiaochen Guo, Rongxin Wu, Maolin Sun, Kang Chen, Hai Jin
Detecting JVM JIT Compiler Bugs via Exploring Two-Dimensional Input Spaces. ICSE (2023)
Zhihua Fang, Liang He, Hanhan Ma, Xiaochen Guo, Lin Li
Robust Training for Speaker Verification against Noisy Labels. INTERSPEECH (2023)
Zifan Xie, Ming Wen, Haoxiang Jia, Xiaochen Guo, Xiaotong Huang, Deqing Zou, Hai Jin
Precise and Efficient Patch Presence Test for Android Applications against Code Obfuscation. ISSTA (2023)
Yuanqing Cheng, Xiaochen Guo, Vasilis F. Pavlidis
Emerging monolithic 3D integration: Opportunities and challenges from the computer system perspective. Integr. 85 (2022)
Jingbo Zhang, Qingwen Wang, Xiaochen Guo, Xiaohan Zheng, Da Liu
Radio Frequency Fingerprint Identification Based on Logarithmic Power Cosine Spectrum. IEEE Access 10 (2022)
Yuan Zeng, Edward Jeffs, Terrence C. Stewart, Yevgeny Berdichevsky, Xiaochen Guo
Optimizing Recurrent Spiking Neural Networks with Small Time Constants for Temporal Tasks. ICONS (2022)
Chao Zhang, Maximilian H. Bremer, Cy P. Chan, John Shalf, Xiaochen Guo
ASA: Accelerating Sparse Accumulation in Column-wise SpGEMM. ACM Trans. Archit. Code Optim. 19 (4) (2022)
Abhishek Singh, Shail Dave, Pantea Zardoshti, Robert Brotzman, Chao Zhang, Xiaochen Guo, Aviral Shrivastava, Gang Tan, Michael F. Spear
SPX64: A Scratchpad Memory for General-purpose Microprocessors. ACM Trans. Archit. Code Optim. 18 (1) (2021)
Jinbo Chen, Chengcheng Lu, Jiacheng Ni, Xiaochen Guo, Patrick Girard, Yuanqing Cheng
DOVA PRO: A Dynamic Overwriting Voltage Adjustment Technique for STT-MRAM L1 Cache Considering Dielectric Breakdown Effect. IEEE Trans. Very Large Scale Integr. Syst. 29 (7) (2021)
Mohammed Elbtity, Abhishek Singh, Brendan Reidy, Xiaochen Guo, Ramtin Zand
An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices. CoRR (2021)
Mohammed Elbtity, Abhishek Singh, Brendan Reidy, Xiaochen Guo, Ramtin Zand
An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices. ISVLSI (2021)
Yuan Zeng, Zubayer Ibne Ferdous, Weixiang Zhang, Mufan Xu, Anlan Yu, Drew Patel, Valentin Post, Xiaochen Guo, Yevgeny Berdichevsky, Zhiyuan Yan
Understanding the Impact of Neural Variations and Random Connections on Inference. Frontiers Comput. Neurosci. 15 (2021)
Yuan Zeng, Terrence C. Stewart, Zubayer Ibne Ferdous, Yevgeny Berdichevsky, Xiaochen Guo
Temporal Learning with Biologically Fitted SNN Models. ICONS (2021)
Zubayer Ibne Ferdous, Anlan Yu, Yuan Zeng, Xiaochen Guo, Zhiyuan Yan, Yevgeny Berdichevsky
Efficient and Accurate Computational Model of Neuron with Spike Frequency Adaptation. EMBC (2021)
Jinbo Chen, Keren Liu, Xiaochen Guo, Patrick Girard, Yuanqing Cheng
DOVA: A Dynamic Overwriting Voltage Adjustment for STT-RAM L1 Cache. ISQED (2020)
Nuo Xu, Qi Liu, Tao Liu, Zihao Liu, Xiaochen Guo, Wujie Wen
Stealing Your Data from Compressed Machine Learning Models. DAC (2020)
Chao Zhang, Yuan Zeng, John Shalf, Xiaochen Guo
RnR: A Software-Assisted Record-and-Replay Hardware Prefetcher. MICRO (2020)
Chao Zhang, Yuan Zeng, Xiaochen Guo
Scrabble: A Fine-Grained Cache with Adaptive Merged Block. IEEE Trans. Computers 69 (1) (2020)
Jiacheng Ni, Xiaochen Guo, Yuanqing Cheng
SIP: Boosting Up Graph Computing by Separating the Irregular Property Data. ACM Great Lakes Symposium on VLSI (2020)
Chao Zhang, Khaled Abdelaal, Angel Chen, Xinhui Zhao, Wujie Wen, Xiaochen Guo
ECC Cache: A Lightweight Error Detection for Phase-Change Memory Stuck-At Faults. ICCAD (2020)
Seyedeh Yasaman Hosseini Mirmahaleh, Midia Reshadi, Hesam Shabani, Xiaochen Guo, Nader Bagherzadeh
Flow mapping and data distribution on mesh-based deep learning accelerator. NOCS (2019)
Shibo Wang, Mahdi Nazm Bojnordi, Xiaochen Guo, Engin Ipek
Content Aware Refresh: Exploiting the Asymmetry of DRAM Retention Errors to Reduce the Refresh Frequency of Less Vulnerable Data. IEEE Trans. Computers 68 (3) (2019)
Hesam Shabani, Xiaochen Guo
ClusCross: a new topology for silicon interposer-based network-on-chip. NOCS (2019)
Yuan Zeng, Zubayer Ibne Ferdous, Weixiang Zhang, Mufan Xu, Anlan Yu, Drew Patel, Xiaochen Guo, Yevgeny Berdichevsky, Zhiyuan Yan
Inference with Hybrid Bio-hardware Neural Networks. CoRR (2019)
Xiaochen Guo, Mahdi Nazm Bojnordi, Qing Guo, Engin Ipek
Sanitizer: Mitigating the Impact of Expensive ECC Checks on STT-MRAM Based Main Memories. IEEE Trans. Computers 67 (6) (2018)
Yuan Zeng, Kevin Devincentis, Yao Xiao, Zubayer Ibne Ferdous, Xiaochen Guo, Zhiyuan Yan, Yevgeny Berdichevsky
A Supervised Stdp-Based Training Algorithm for Living Neural Networks. ICASSP (2018)
Yuan Zeng, Xiaochen Guo
Long short term memory based hardware prefetcher: a case study. MEMSYS (2017)
Chao Zhang, Xiaochen Guo
Enabling efficient fine-grained DRAM activations with interleaved I/O. ISLPED (2017)
Yuan Zeng, Kevin Devincentis, Yao Xiao, Zubayer Ibne Ferdous, Xiaochen Guo, Zhiyuan Yan, Yevgeny Berdichevsky
A Supervised STDP-based Training Algorithm for Living Neural Networks. CoRR (2017)
Christopher Garman, Xiaochen Guo, Michael F. Spear
A study of unnecessary write backs. MEMSYS (2017)
Xiaochen Guo, Aviral Shrivastava, Michael F. Spear, Gang Tan
Languages Must Expose Memory Heterogeneity. MEMSYS (2016)
Ravi Patel, Xiaochen Guo, Qing Guo, Engin Ipek, Eby G. Friedman
Reducing Switching Latency and Energy in STT-MRAM Caches With Field-Assisted Writing. IEEE Trans. Very Large Scale Integr. Syst. 24 (1) (2016)
Qing Guo, Xiaochen Guo, Yuxin Bai, Ravi Patel, Engin Ipek, Eby G. Friedman
Resistive Ternary Content Addressable Memory Systems for Data-Intensive Computing. IEEE Micro 35 (5) (2015)
Qing Guo, Xiaochen Guo, Ravi Patel, Engin Ipek, Eby G. Friedman
AC-DIMM: associative computing with STT-MRAM. ISCA (2013)
Qing Guo, Xiaochen Guo, Yuxin Bai, Engin Ipek
A resistive TCAM accelerator for data-intensive computing. MICRO (2011)
Xiaochen Guo, Engin Ipek, Tolga Soyata
Resistive computation: avoiding the power wall with low-leakage, STT-MRAM based computing. ISCA (2010)