Publications

Conference Publications

  • Qiyu Wan, Haojun Xia, Xingyao Zhang, Lening Wang, Shuaiwen Leon Song, and Xin Fu, Shift-BNN: Highly-Efficient Probabilistic Bayesian Neural Network Training via Memory-Friendly Pattern Retrieving, International Symposium on Microarchitecture (MICRO), 2021. (Acceptance rate: 21.8%)
  • Qiyu Wan, Yuchen Jin, Xuqing Wu, Jiefu Chen, and Xin Fu, Real-Time Downhole Geosteering Data Processing Using Deep Neural Networks on FPGA, IEEE/IAS International Conference on Industry Applications (INDUSCON), 2021.
  • Xingyao Zhang, Haojun Xia, Donglin Zhuang, Hao Sun, Xin Fu, Michael Taylor, Shuaiwen Leon Song, η-LSTM: Co-Designing Highly-Efficient Large LSTM Training via Exploiting Memory-Saving and Architectural Design Opportunities, International Symposium on Computer Architecture (ISCA), 2021. (Acceptance rate: 18.7%)
  • Qiyu Wan, and Xin Fu, FastBCNN: Massive Neuron Skipping in Bayesian Convolutional Neural Networks, International Symposium on Microarchitecture (MICRO), 2020. (Acceptance rate: 19%)
  • Han Lu, Jiefu Chen, Xuqing Wu, Xin Fu, Mohammad Khalil, Cosmin Safta, and Yueqin Huang, Underground formation characterization and uncertainty quantification using transitional Markov chain Monte Carlo sampling with an efficient parallel implementation,  In SEG Technical Program Expanded Abstracts 2020, Society of Exploration Geophysicists, 2020
  • Han Lu, Jiefu Chen, Xuqing Wu, and Xin Fu, Efficient Bi-fidelity Gradient-Based Method for Non-Linear Inverse Problems, International Symposium on Antennas and Propagation and North American Radio Science Meeting, 2020.
  • Shubin Zeng, Han Lu, Xin Fu, and Jiefu Chen, High Performance Modeling of Electromagnetic Fields in Multilayered Formations for Subsurface Sensing and Communication, International Symposium on Antennas and Propagation and North American Radio Science Meeting, 2020
  • Xingyao Zhang, Shuaiwen Leon Song, Chenhao Xie, Jing Wang, Weigong Zhang, and Xin Fu, Enabling Highly Efficient Capsule Networks Processing Through A PIM-Based Architecture Design, IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2020. (Acceptance rate: 19%)
  • Keyao Li, Jing Wang, Xin Fu, Weigong Zhang and Xiufeng Sui, Reliability Enhancement of Neural Networks via Neuron-level Vulnerability Quantization, International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2019.
  • E Cao, Saira Musa, Jianning Zhang, Mingsong Chen, Tongquan Wei, Xin Fu, and Meikang Qiu, Reliability Aware Cost Optimization for Memory Constrained Cloud Workflows, International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2019.
  • Shubo Liu, Jing Wang, Xu Wang, Xin Fu, Xingyao Zhang, Weigong Zhang and Tao Li, Enabling Energy-Efficient and Reliable Neural Network via Neuron-Level Voltage Scaling, IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2019.
  • Chenhao Xie, Xin Fu, Mingsong Chen, and Shuaiwen Leon Song, OO-VR: NUMA Friendly Object-Oriented VR Rendering Framework for Future NUMA-Based Multi-GPU Systems, International Symposium on Computer Architecture (ISCA), 2019. (Acceptance rate: 17%)
  • Shubin Zeng, Han Lu, Xin Fu, and Jiefu Chen, GPU Acceleration for Triaxial Induction Tool Response in Layered Uniaxial Formations, IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO), 2019.
  • Jiefu Chen, Xuqing Wu, Xin Fu, Han Lu, and Qiuyang Shen, Poster: Parallel Large-Scale Earth Model Interpretation of Ultra-Deep Directional EM Measurement, Rice Oil & Gas High Performance Computing Conference, 2019.
  • Jingweijia Tan, Kaige Yan, Shuaiwen Leon Song, and Xin Fu, LoSCache: Leveraging Locality Similarity to Build Energy-Efficient GPU L2 Cache, Design, Automation, and Test in Europe (DATE), 2019.
  • Chenhao Xie, Xingyao Zhang, Ang Li, Xin Fu, and Shuaiwen Leon Song, PIM-VR: Erasing Motion Anomalies In Highly-Interactive Virtual Reality World With Customized Memory Cube, International Symposium on High-Performance Computer Architecture (HPCA), 2019. (Acceptance rate: 20%)
  • Xingyao Zhang, Chenhao Xie, Jing Wang, Weigong Zhang, and Xin Fu, Towards Memory Friendly Long-Short Term Memory Networks (LSTMs) on Mobile GPUs, International Symposium on Microarchitecture (MICRO), 2018. (Acceptance rate: 21%)
  • Li Yan, Han Lu, Qiuyang Shen, Hanming Wang, Xin Fu, and Jiefu Chen, Multilayer-Geosteering Inversion Using Particle-Swarm Optimizatioin, SEG Technical Program Expanded Abstracts, 2018.
  • Han Lu, Qiuyang Shen, Xuqing Wu, Jiefu Chen, and Xin Fu, MCMC for large-scale geosteering inversion with a scalable MPI implementation, United States National Committee of URSI National Radio Science Meeting, 2018
  • Chenhao Xie, Xin Fu, and Shuaiwen Leon Song, Perception-Oriented 3D Rendering Approximation for Modern Graphics Processors,  International Symposium on High-Performance Computer Architecture (HPCA), 2018. (Acceptance rate: 21%)
  • Chenhao Xie, Shuaiwen Leon Song, Jing Wang, Weigong Zhang, and Xin Fu, Processing-in-Memory Enabled Graphics Processors for 3D Rendering, International Symposium on High-Performance Computer Architecture (HPCA), February 2017. (Acceptance rate: 22%)
  • Qiuyang Shen, Han Lu, Xuqing Wu, Xin Fu, Jiefu Chen, Zhu Han, and Yueqin Huang, Statistical geosteering inversion by Hamiltonian dynamics Monte Carlo method, SEG Technical Program Expanded Abstracts 2017, September 2017.
  • Kaige Yan, Xingyao Zhang, Jingweijia Tan, and Xin Fu, Redefining QoS and Customizing Power Management to Satisfy Individual Mobile Users, International Symposium on Microarchitecture (MICRO), October 2016. (Acceptance rate: 21%)
  • Jingweijia Tan, Shuaiwen Leon Song, Kaige Yan, Xin Fu, Andres Marquez, and Darren Kerbyson, Combating the Reliability Challenge of GPU Register File at Low Supply Voltage. International Conference on Parallel Architectures and Compilation Techniques (PACT), September 2016. (Acceptance rate: 26%)
  • Jing Wang, Yanjun Liu, Weigong Zhang, Keni Qiu, Xin Fu, and Tao Li, Exploring Variation-Aware Fault-Tolerant Cache under Near-Threshold Computing, International Conference on Parallel Processing (ICPP), 10 pages, August 2016. (Acceptance rate: 21%)
  • Kaige Yan, Xingyao Zhang, and Xin Fu, Characterizing, Modeling, and Improving the QoE of Mobile Devices with Low Battery Level, International Symposium on Microarchitecture (MICRO), December 2015. (Acceptance rate: 21%)
  • Fengjun Li, Xin Fu, and Bo Luo, A Hardware Fingerprint Using GPU Core Frequency Variations, ACM Conference on Computer and Communications Security (CCS), October 2015. (Poster)
  • Jingweijia Tan and Xin Fu, Mitigating the Susceptibility of GPGPUs Register File to Process Variations, International Parallel & Distributed Processing Symposium (IPDPS), May 2015. (Acceptance rate: 22%)
  • Kaige Yan, and Xin Fu, Energy-Efficient Cache Design in Emerging Mobile Platforms: The Implications and Optimizations, Design, Automation, and Test in Europe (DATE), March 2015. (Acceptance rate: 22%)
  • Mingsong Chen, Daian Yue, Xiaoke Qin, Xin Fu and Prabhat Mishra, Variation-Aware Evaluation of MPSoC Task Allocation and Scheduling Strategies using Statistical Model Checking, Design, Automation, and Test in Europe (DATE), March 2015. (Acceptance rate: 22%)
  • Jingweijia Tan, Zhi Li, and Xin Fu, Soft-Error Reliability and Power Co-Optimization for GPGPUs Register File using Resistive Memory, Design, Automation, and Test in Europe (DATE), March 2015. (Acceptance rate: 22%)
  • Ying Zhang, Lu Peng, Xin Fu, and Yue Hu, Lighting the Dark Silicon by Exploiting Heterogeneity on Future Processors, Design Automation Conference (DAC), June 2013. (Acceptance rate: 21%)
  • Jingweijia Tan, Zhi Li, and Xin Fu, Cost-Effective Soft-Error Protection for SRAM-Based Structures in GPGPUs, International Conference on Computing Frontiers (CF), May 2013.
  • Zhi Li, Jingweijia Tan, and Xin Fu, Hybrid CMOS-TFET based Register File for Energy-Efficient GPGPUs, International Symposium on Quality Electronic Design (ISQED), March 2013.
  • Xin Fu, Tao Li, and Jose Fortes, Reliable Express Virtual Channel based Network-on-Chip under the Impact of Technology Scaling, International Symposium on Quality Electronic Design (ISQED), March 2013.
  • Amer Qouneh, Zhongqi Li, Madhura Joshi, Wangyuan Zhang, Xin Fu, and Tao Li, Aurora: A Thermally Resilient Photonic Network-on-Chip Architecture, International Conference on Computer Design (ICCD), October 2012. (Acceptance rate: 26%)
  • Jingweijia Tan, and Xin Fu,  RISE: Improving Streaming Processors Reliability against Soft Errors in GPGPUs, International Conference on Parallel Architectures and Compilation Techniques (PACT), September 2012. (Acceptance rate: 18%)
  • Jingweijia Tan, Nilanjan Goswami, Tao Li, and Xin Fu, Analyzing Soft-Error Vulnerability on GPGPU Microarchitecture, International Symposium on Workload Characterization (IISWC), November 2011.
  • Andrea Pellegrini, Rob Smolinski, Lei Chen, Xin Fu, Siva Kumar Sastry Hari, Junhao Jing, Sarita Adve, Todd Austin, and Valeria Bertacco, CrashTest’ing SWAT: Accurate, Gate-Level Evaluation of Symptom-Based Resiliency Solutions, Seventh Workshop on Silicon Errors in Logic – System Effects (SELSE 7), March 2011. (Also appear in Design Automation & Test in Europe (DATE), 2012. (Acceptance rate: 27%) 
  • Xin Fu, Tao Li, and Jose Fortes, Architecting Reliable Multi-core Network-on-Chip for Small Scale Processing Technology, International Conference on Dependable Systems and Networks (DSN), June 2010. (Acceptance rate: 23%)
  • Xin Fu, Tao Li, and Jose Fortes, Soft Error Vulnerability Aware Process Variation Mitigation, International Symposium on High-Performance Computer Architecture (HPCA), February 2009. (Acceptance rate: 19%)
  • Xin Fu, Tao Li, and Jose Fortes, NBTI Tolerant Microarchitecture Design in the Presence of Process Variation, International Symposium on Microarchitecture (MICRO), November 2008. (Acceptance rate: 19%)
  • Xin Fu, Tao Li and Jose Fortes, ORBIT: Effective Instruction Queue Soft-error Vulnerability Mitigation on Simultaneous Multithreaded Architectures using Operand Readiness-based Instruction Dispatch, International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), October 2008.
  • Xin Fu, Wangyuan Zhang, Tao Li, and Jose Fortes, Optimizing Instruction Queue Reliability to Soft Error on Simultaneous Multithreaded Architectures, International Conference on Parallel Processing (ICPP), September 2008.
  • Xin Fu, Tao Li, and Jose Fortes, Combined Circuit and Microarchitecture Techniques for Effective Soft Error Robustness in SMT processors, International Conference on Dependable Systems and Networks (DSN), June 2008. (Acceptance rate: 23%)
  • Wangyuan Zhang, Xin Fu, Tao Li, and Jose Fortes, An Analysis of Microarchitecture Vulnerability to Soft Errors on Simultaneous Multithreaded Architectures, International Symposium on Performance Analysis of Systems and Software (ISPASS), April 2007.
  • Xin Fu, James Poe, Tao Li, and Jose Fortes, Characterizing Microarchitecture Soft Error Vulnerability Phase Behavior, International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), September 2006.
  • Xin Fu, Tao Li, and Jose Fortes, Sim-SODA: A Unified Framework for Architectural Level Software Reliability Analysis, Workshop on Modeling, Benchmarking and Simulation (Held in conjunction with International Symposium on Computer Architecture), June 2006.

Journal Publications

  • Xingyao Zhang, Xin Fu, Donglin Zhuang, Chenhao Xie, Shuaiwen leon Song, Enabling Highly Efficient Capsule Networks Processing Through Software-Hardware Co-Design, IEEE Transactions on Computers, 2021.
  • Jing Wang, Xin Fu, Xu Wang, Shubo Liu, Lan Gao, Weigong Zhang, Enabling Energy-Efficient and Reliable Neural Network via Neuron-Level Voltage Scaling, IEEE Transactions on Computers, 2020.
  • Han Lu, Qiuyang Shen, Jiefu Chen, Xuqing Wu, Xin Fu, Mohammad Khalil, Cosmin Safta, and Yueqin Huang, Bifidelity Gradient-Based Approach for Nonlinear Well-Logging Inverse Problems, IEEE Journal on Multiscale and Multiphysics Computational Techniques, 2020.
  • Li Yan, Qiuyang Shen, Han Lu, Hanming Wang, Xin Fu, and Jiefu Chen, Inversion and uncertainty assessment of ultra-deep azimuthal resistivity logging-while-drilling measurements using particle swarm optimization, Journal of Applied Geophysics, 2020.
  • Haifeng Gu, Zishuai Ge, E Cao, Mingsong Chen, Tongquan Wei, Xin Fu, Shiyan Hu, A Collaborative and Sustainable Edge-Cloud Architecture for Object Tracking with Convolutional Siamese Networks, IEEE Transactions on Sustainable Computing, 2019.
  • Kaige Yan, Jingweijia Tan, Longjun Liu, Stanko R. Brankovic, Jinghong Chen, and Xin Fu, Towards Customized Hybrid Fuel-Cell and Battery Powered Mobile Devices for Individual User, ACM Transactions on Embedded Computing Systems, 2019.
  • Kaige Yan, Jingweijia Tan, and Xin Fu, Improving Energy Efficiency of Mobile Devices by Characterizing and Exploring User Behaviors, Elsevier Journal of System Architecture, 2019.
  • Kaige Yan, Jingweijia Tan, and Xin Fu, Bridging Mobile Device Configuration to the User Experience under Budget Constraint, Elsevier Journal of Pervasive and Mobile Computing, 2019.
  • Han Lu, Qiuyang Shen, Jiefu Chen, Xuqing Wu, and Xin Fu, Parallel multiple-chain DRAM MCMC for large-scale geosteering inversion and uncertainty quantification, Journal of Petroleum Science and Engineering, 2019.
  • Kaige Yan, Lu Peng, Mingsong Chen, and Xin Fu, Exploring Energy-Efficient Cache Design in Emerging Mobile Platforms, ACM Transactions on Design Automation of Electronic Systems (TODAES), 2017.
  • Hongyu An, Jialing Li, Ying Li, Xin Fu, and Yang Yi, Three Dimensional Memristor-based Neuromorphic Computing System and its Application to Cloud Robotics, Elsevier Computers & Electrical Engineering An International Journal, August 2017.
  • Chenhao Xie, Jingweijia Tan, Mingsong Chen, Yang Yi, Lu Peng, and Xin Fu, Emerging Technology Enabled Energy-Efficient GPGPUs Register File, Elsevier Journals of Microprocessors & Microsystems, May 2017.
  • Chenyuan Zhao, Yang Yi, Jialing Li, Xin Fu, and Lingjia Liu, Inter-Spike Intervals (ISI) based Analog Spike-Time-Dependent Encoder for Neuromorphic Processors, IEEE Transactions on Very Large Scale Integration Systems (TVLSI), April 2017.
  • Siyuan Xu, Han Zhuang, Xin Fu, Junlong Zhou, and Mingsong Chen, GPU-Based Fluid Motion Estimation using Energy Constraint, Journal of Circuits, Systems, and Computers, February 2017.
  • Min Yin, Junlong Zhou, Zhifang Li, Kun Cao, Jianming Yan, Tongquan Wei, Mingsong Chen, and Xin Fu, Fault-Tolerant Task Scheduling for Mixed-Criticality Real-Time Systems, Journal of Circuits, Systems, and Computers, January 2017.
  • Jing Wang, Xin Fu, Weigong Zhang, Junwei Zhang, Keni Qiu, Tao Li, On the Implication of NTC vs. Dark Silicon on Emerging Scale-out Workloads: The Multi-core Architecture Perspective, IEEE Transactions on Parallel and Distributed Systems, January 2017.
  • Xuanheng Li, Yi Sun, Yuanxiong Guo, Xin Fu, and Miao Pan, Dolphins First: Dolphin-Aware Communications in Multi-hop Underwater Cognitive Acoustic Networks, IEEE Transactions on Wireless Communications, November 2016.
  • Mingsong Chen, Yongxiang Bao, Xin Fu, Geguang Pu, and Tongquan Wei, Efficient Resource Constrained Scheduling using Parallel Two-Phase Branch-and-Bound Heuristics, IEEE Transactions on Parallel and Distributed Systems, October 2016.
  • Yang Yi, Yongbo Liao, Bin Wang, Xin Fu, Fangyang Shen, Hongyan Hou, and Lingjia Liu, FPGA Based Spike Time Dependent Encoder and Reservoir Design in Neuromorphic Computing Processors. Elsevier Journals of Microprocessors and Microsystems, October 2016.
  • Mingsong Chen, Saijie Huang, Xin Fu, Xiao Liu, and Jifeng He, Statistical Model Checking-Based Evaluation and Optimization for Cloud Workflow Resource Allocation, IEEE Transactions on Cloud Computing, June 2016.
  • Sui Chen, Greg Bronevetsky, Lu Peng, Bin Li, and Xin Fu, Soft Error Resilience in Big Data Kernels through Modular Analysis. Springer Journal of Supercomputing, April 2016.
  • Jingweijia Tan, Mingsong Chen, Yang Yi, and Xin Fu, Mitigating the Impact of Hardware Variability for GPGPUs Register File, IEEE Transactions on Parallel and  Distributed Systems (TPDS), February 2016.
  • Ying Zhang, Samuel Irving, Lu Peng, Xin Fu, David Koppelman, Weihua Zhang, and Jesse Ardonne, Design Space Exploration for Device and Architectural Heterogeneity in Chip-Multiprocessors, Elsevier Journal of Microprocessors and Microsystems (MICPRO), February 2016.
  • Jingweijia Tan, Zhi Li, Mingsong Chen, and Xin Fu, Exploring Soft-Error Robust and Engery-Efficient Register File in GPGPUs Using Resistive Memory, ACM Transactions on Design Automation of Electronic Systems (TODAES), January 2016.
  • Mingsong Chen, Xinqian Zhang, Geguang Pu, Xin Fu, Prabhat Mishra, Efficient Resource Constrained Scheduling using Parallel Structure-Aware Pruning Techniques, IEEE Transactions on Computers (TC), August 2015.
  • Liequan Liang, Di Li, Xin Fu, and Wujie Zhang, Touch Screen Defect Inspection Based on Sparse Representation in Low Resolution Images. Springer International Journal on Multimedia Tools and Applications, March 2015.
  • Zhongqi Li, Amer Qouneh, Madhura Joshi, Wangyuan Zhang, Xin Fu, and Tao Li, Aurora: A Cross-Layer Solution for Thermally Resilient Photonic Network-on-Chip, IEEE Transactions on Very Large Scale Integration Systems (TVLSI), February 2014.
  • Ying Zhang, Lide Duan, Bin Li, Lu Peng, and Xin Fu, Design Configuration Selection for Hard-Error Reliable Processors via Statistical Rules, Elsevier Journal of Microprocessors and Microsystems (MICPRO), February 2014.
  • Jingweijia Tan, Yang Yi, Fangyang Shen, and Xin Fu, Modeling and Characterizing GPGPU Reliability in the Presence of Soft Errors, Elsevier Journal of Parallel Computing, Volume 39, Issue 9, September 2013.
  • Yang Yi, Yaping Zhou, Xin Fu, and Fangyang Shen, Modeling Differential Through-Silicon-Vias (TSVs) with Voltage Dependent and  Nonlinear Capacitance, Journal of Selected Areas in Microelectronics (JSAM), Cyber Journals, June 2013.
  • Jingling Yuan, Xin Fu, Tao Li, and Minlong Yang, Intelligent Spatial-based Resource Allocation Algorithms in NoC, Journal of Computers, Volume 8, No. 3, March 2013.
  • Hongfei Sui, Songqiao Chen, Jianer Chen and Xin Fu, Design and Implementation of Fingerprint Model Training System for Web Site, Computer Engineering and Applications, Vol.40 No.12 2004 (Original in Chinese).

Book Chapter

  • Jingweijia Tan, and Xin Fu, Addressing Hardware Reliability Challenges in General-Purpose GPUs, in Book titled of “Advances in GPU Research and Practice”, Elsevier, 2016.