Self-Adapting Software for Numerical Linear Algebra Library Routines on Clusters. - Zizhong Chen; Jack J. Dongarra; Piotr Luszczek; Kenneth Roche (International Conference on Computational Science, 2003)

Self-adapting software for numerical linear algebra and LAPACK for clusters. - Zizhong Chen; Jack J. Dongarra; Piotr Luszczek; Kenneth Roche (Parallel Comput., 2003)

The LAPACK for Clusters Project: An Example of Self Adapting Numerical Software. - Zizhong Chen; Jack J. Dongarra; Piotr Luszczek; Kenneth Roche (HICSS, 2004)

Numerically Stable Real Number Codes Based on Random Matrices. - Zizhong Chen; Jack J. Dongarra (International Conference on Computational Science (1), 2005)

Fault tolerant high performance computing by a coding approach. - Zizhong Chen; Graham E. Fagg; Edgar Gabriel; Julien Langou; Thara Angskun; George Bosilca; Jack J. Dongarra (PPoPP, 2005)

Process Fault Tolerance: Semantics, Design and Applications for High Performance Computing. - Graham E. Fagg; Edgar Gabriel; Zizhong Chen; Thara Angskun; George Bosilca; Jelena Pjesivac-Grbovic; Jack J. Dongarra (Int. J. High Perform. Comput. Appl., 2005)

Condition Numbers of Gaussian Random Matrices. - Zizhong Chen; Jack J. Dongarra (SIAM J. Matrix Anal. Appl., 2005)

Algorithm-based checkpoint-free fault tolerance for parallel matrix computations on volatile resources. - Zizhong Chen; Jack J. Dongarra (IPDPS, 2006)

Self-adapting numerical software (SANS) effort. - Jack J. Dongarra; George Bosilca; Zizhong Chen; Victor Eijkhout; Graham E. Fagg; Erika Fuentes; Julien Langou; Piotr Luszczek; Jelena Pjesivac-Grbovic; Keith Seymour; Haihang You; Sathish S. Vadhiyar (IBM J. Res. Dev., 2006)

An Efficient Audio-Video Synchronization Methodology. - Ming Yang 019; Nikolaos G. Bourbakis; Zizhong Chen; Monica Trifas (ICME, 2007)

Self Adaptive Application Level Fault Tolerance for Parallel and Distributed Computing. - Zizhong Chen; Ming Yang 019; Guillermo A. Francia III; Jack J. Dongarra (IPDPS, 2007)

An efficient packet loss recovery methodology for video-over-IP. - Ming Yang 019; Nikolaos G. Bourbakis; Zizhong Chen; Guillermo A. Francia III (SIP, 2007)

Recovery Patterns for Iterative Methods in a Parallel Unstable Environment. - Julien Langou; Zizhong Chen; George Bosilca; Jack J. Dongarra (SIAM J. Sci. Comput., 2007)

A Scalable Checkpoint Encoding Algorithm for Diskless Checkpointing. - Zizhong Chen; Jack J. Dongarra (HASE, 2008)

Extending algorithm-based fault tolerance to tolerate fail-stop failures in high performance distributed environments. - Zizhong Chen (IPDPS, 2008)

Performance of MPI broadcast algorithms. - Daniel M. Wadsworth; Zizhong Chen (IPDPS, 2008)

Algorithm-Based Fault Tolerance for Fail-Stop Failures. - Zizhong Chen; Jack J. Dongarra (IEEE Trans. Parallel Distributed Syst., 2008)

N-Level Diskless Checkpointing. - Douglas Hakkarinen; Zizhong Chen (HPCC, 2009)

Optimal real number codes for fault tolerant matrix operations. - Zizhong Chen (SC, 2009)

Pipelining parallel image compositing and delivery for efficient remote visualization. - Qishi Wu; Jinzhu Gao; Zizhong Chen; Mengxia Zhu (J. Parallel Distributed Comput., 2009)

Highly Scalable Self-Healing Algorithms for High Performance Scientific Computing. - Zizhong Chen; Jack J. Dongarra (IEEE Trans. Computers, 2009)

Constructing numerically stable real number codes using evolutionary computation. - Aaron Garrett; Zizhong Chen; Daniel Eric Smith (GECCO, 2010)

Fault tolerant linear algebra: Recovering from fail-stop failures without checkpointing. - Teresa Davies; Zizhong Chen (IPDPS Workshops, 2010)

Algorithmic Cholesky factorization fault recovery. - Douglas Hakkarinen; Zizhong Chen (IPDPS, 2010)

Highly scalable checkpointing for exascale computing. - Christer Karlsson; Zizhong Chen (IPDPS Workshops, 2010)

Adaptive Checkpointing (Invited Paper). - Zizhong Chen (J. Commun., 2010)

Algorithm-based recovery for iterative methods without checkpointing. - Zizhong Chen (HPDC, 2011)

Optimizing Process-to-Core Mappings for Two Dimensional Broadcast/Reduce on Multicore Architectures. - Christer Karlsson; Teresa Davies; Chong Ding; Hui Liu; Zizhong Chen (ICPP, 2011)

SRC: soft error detection and recovery for high performance linpack. - Teresa Davies; Zizhong Chen (ICS, 2011)

High performance linpack benchmark: a fault tolerant implementation without checkpointing. - Teresa Davies; Christer Karlsson; Hui Liu; Chong Ding; Zizhong Chen (ICS, 2011)

Algorithm-Based Recovery for Newton's Method without Checkpointing. - Hui Liu; Teresa Davies; Chong Ding; Christer Karlsson; Zizhong Chen (IPDPS Workshops, 2011)

Matrix Multiplication on GPUs with On-Line Fault Tolerance. - Chong Ding; Christer Karlsson; Hui Liu; Teresa Davies; Zizhong Chen (ISPA, 2011)

Algorithm-based recovery for HPL. - Teresa Davies; Zizhong Chen; Christer Karlsson; Hui Liu (PPoPP, 2011)

Fault tolerant matrix-matrix multiplication: correcting soft errors on-line. - Panruo Wu; Chong Ding; Longxiang Chen; Feng Gao; Teresa Davies; Christer Karlsson; Zizhong Chen (ScalA@SC, 2011)

Optimizing Process-to-Core Mappings for Application Level Multi-dimensional MPI Communications. - Christer Karlsson; Teresa Davies; Zizhong Chen (CLUSTER, 2012)

Energy consumption analysis of parallel sorting algorithms running on multicore systems. - Ivan Zecena; Ziliang Zong; Rong Ge 002; Tongdan Jin; Zizhong Chen; Meikang Qiu (IGCC, 2012)

Runtime Optimization of Broadcast Communications Using Dynamic Network Topology Information from MPI. - Jeffrey Godwin; Christer Karlsson; Zizhong Chen (HPCC-ICESS, 2012)

Energy Efficient Parallel Matrix-Matrix Multiplication for DVFS-enabled Clusters. - Longxiang Chen; Panruo Wu; Zizhong Chen; Rong Ge 002; Ziliang Zong (ICPP Workshops, 2012)

eTune: A Power Analysis Framework for Data-Intensive Computing. - Rong Ge 002; Xizhou Feng; Thomas Wirtz; Ziliang Zong; Zizhong Chen (ICPP Workshops, 2012)

Reduced Data Communication for Parallel CMA-ES for REACTS. - Douglas Hakkarinen; Tracy Camp; Zizhong Chen; Allan Haas (PDP, 2012)

Improving performance and energy efficiency of matrix multiplication via pipeline broadcast. - Li Tan; Longxiang Chen; Zizhong Chen; Ziliang Zong; Dong Li 001; Rong Ge 002 (CLUSTER, 2013)

Power and energy characteristics of MapReduce data movements. - Thomas Wirtz; Rong Ge 002; Ziliang Zong; Zizhong Chen (IGCC, 2013)

Energy-Efficient Scheduling for Multicore Systems with Bounded Resources. - Ziliang Zong; Jonathan Bush; Rong Ge 002; Xin Li 002; Zizhong Chen (GreenCom/iThings/CPScom, 2013)

Correcting soft errors online in LU factorization. - Teresa Davies; Zizhong Chen (HPDC, 2013)

A2E: Adaptively aggressive energy efficient DVFS scheduling for data intensive applications. - Li Tan; Zizhong Chen; Ziliang Zong; Dong Li 001; Rong Ge 002 (IPCCC, 2013)

Online-ABFT: an online algorithm based fault tolerance scheme for soft error detection in iterative methods. - Zizhong Chen (PPoPP, 2013)

Rethinking algorithm-based fault tolerance with a cooperative software-hardware approach. - Dong Li 001; Zizhong Chen; Panruo Wu; Jeffrey S. Vetter (SC, 2013)

On-line soft error correction in matrix-matrix multiplication. - Panruo Wu; Chong Ding; Longxiang Chen; Teresa Davies; Christer Karlsson; Zizhong Chen (J. Comput. Sci., 2013)

Multilevel Diskless Checkpointing. - Douglas Hakkarinen; Zizhong Chen (IEEE Trans. Computers, 2013)

FT-ScaLAPACK: correcting soft errors on-line for ScaLAPACK cholesky, QR, and LU factorization routines. - Panruo Wu; Zizhong Chen (HPDC, 2014)

HP-DAEMON: High Performance Distributed Adaptive Energy-efficient Matrix-multiplicatiON. - Li Tan; Longxiang Chen; Zizhong Chen; Ziliang Zong; Rong Ge 002; Dong Li 001 (ICCS, 2014)

Extending checksum-based ABFT to tolerate soft errors online in iterative methods. - Longxiang Chen; Dingwen Tao; Panruo Wu; Zizhong Chen (ICPADS, 2014)

TOUGH2-PETSc: A Parallel Solver for TOUGH2. - Daniel Hathorn; Yushu Wu; Zizhong Chen (PDCAT, 2014)

TX: algorithmic energy saving for distributed dense matrix factorizations. - Li Tan; Zizhong Chen (ScalA@SC, 2014)

A survey of power and energy efficient techniques for high performance numerical linear algebra operations. - Li Tan; Shashank Kothapalli; Longxiang Chen; Omar Hussaini; Ryan Bissiri; Zizhong Chen (Parallel Comput., 2014)

Cholesky Factorization on Heterogeneous CPU and GPU Systems. - Jieyang Chen; Zizhong Chen (FCST, 2015)

Simulated Annealing to Generate Numerically Stable Real Number Error Correction Codes. - Teresa Davies; Xin Liang 001; Jieyang Chen; Zizhong Chen (HPCC/CSS/ICESS, 2015)

Investigating the Interplay between Energy Efficiency and Resilience in High Performance Computing. - Li Tan; Shuaiwen Leon Song; Panruo Wu; Zizhong Chen; Rong Ge 002; Darren J. Kerbyson (IPDPS, 2015)

Slow Down or Halt: Saving the Optimal Energy for Scalable HPC Systems. - Li Tan; Zizhong Chen (ICPE, 2015)

Optimising MPI tree-based communication for NUMA architectures. - Christer Karlsson; Zizhong Chen (Int. J. Auton. Adapt. Commun. Syst., 2015)

Fail-Stop Failure Algorithm-Based Fault Tolerance for Cholesky Decomposition. - Doug Hakkarinen; Panruo Wu; Zizhong Chen (IEEE Trans. Parallel Distributed Syst., 2015)

New-Sum: A Novel Online ABFT Scheme For General Iterative Methods. - Dingwen Tao; Shuaiwen Leon Song; Sriram Krishnamoorthy; Panruo Wu; Xin Liang 001; Eddy Z. Zhang; Darren J. Kerbyson; Zizhong Chen (HPDC, 2016)

Towards Practical Algorithm Based Fault Tolerance in Dense Linear Algebra. - Panruo Wu; Qiang Guan; Nathan DeBardeleben; Sean Blanchard; Dingwen Tao; Xin Liang 001; Jieyang Chen; Zizhong Chen (HPDC, 2016)

Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. - Panruo Wu; Dong Li 001; Zizhong Chen; Jeffrey S. Vetter; Sparsh Mittal (HPDC, 2016)

suCAQR: A Simplified Communication-Avoiding QR Factorization Solver Using the TBLAS Framework. - Weijian Zheng; Fengguang Song; Lan Lin; Zizhong Chen (ICPADS, 2016)

Online Algorithm-Based Fault Tolerance for Cholesky Decomposition on Heterogeneous Systems with GPUs. - Jieyang Chen; Xin Liang 001; Zizhong Chen (IPDPS, 2016)

GPU-ABFT: Optimizing Algorithm-Based Fault Tolerance for Heterogeneous Systems with GPUs. - Jieyang Chen; Sihuan Li; Zizhong Chen (NAS, 2016)

GreenLA: green linear algebra software for GPU-accelerated heterogeneous computing. - Jieyang Chen; Li Tan; Panruo Wu; Dingwen Tao; Hongbo Li 006; Xin Liang 001; Sihuan Li; Rong Ge 002; Laxmi N. Bhuyan; Zizhong Chen (SC, 2016)

Scalable Energy Efficiency with Resilience for High Performance Computing Systems: A Quantitative Methodology. - Li Tan; Zizhong Chen; Shuaiwen Leon Song (ACM Trans. Archit. Code Optim., 2016)

In-depth exploration of single-snapshot lossy compression techniques for N-body simulations. - Dingwen Tao; Sheng Di; Zizhong Chen; Franck Cappello (IEEE BigData, 2017)

HIPS Keynote. - Zizhong Chen (IPDPS Workshops, 2017)

Significantly Improving Lossy Compression for Scientific Data Sets Based on Multidimensional Prediction and Error-Controlled Quantization. - Dingwen Tao; Sheng Di; Zizhong Chen; Franck Cappello (IPDPS, 2017)

Silent Data Corruption Resilient Two-sided Matrix Factorizations. - Panruo Wu; Nathan DeBardeleben; Qiang Guan; Sean Blanchard; Jieyang Chen; Dingwen Tao; Xin Liang 001; Kaiming Ouyang; Zizhong Chen (PPoPP, 2017)

Parastack: efficient hang detection for MPI programs at large scale. - Hongbo Li 006; Zizhong Chen; Rajiv Gupta 001 (SC, 2017)

Correcting soft errors online in fast fourier transform. - Xin Liang 001; Jieyang Chen; Dingwen Tao; Sihuan Li; Panruo Wu; Hongbo Li 006; Kaiming Ouyang; Yuanlai Liu; Fengguang Song; Zizhong Chen (SC, 2017)

Exploration of Pattern-Matching Techniques for Lossy Compression on Cosmology Simulation Data Sets. - Dingwen Tao; Sheng Di; Zizhong Chen; Franck Cappello (ISC Workshops, 2017)

Docker-Enabled Build and Execution Environment (BEE): an Encapsulated Environment Enabling HPC Applications Running Everywhere. - Jieyang Chen; Qiang Guan; Xin Liang 001; Louis James Vernon; Allen McPherson; Li-Ta Lo; Zizhong Chen; James Paul Ahrens (CoRR, 2017)

Build and Execution Environment (BEE): an Encapsulated Environment Enabling HPC Applications Running Everywhere. - Jieyang Chen; Qiang Guan; Xin Liang 001; Paul Bryant; Patricia Grubel; Allen McPherson; Li-Ta Lo; Timothy Randles; Zizhong Chen; James Paul Ahrens (IEEE BigData, 2018)

Optimizing Lossy Compression with Adjacent Snapshots for N-body Simulation Data. - Sihuan Li; Sheng Di; Xin Liang 001; Zizhong Chen; Franck Cappello (IEEE BigData, 2018)

Error-Controlled Lossy Compression Optimized for High Compression Ratios of Scientific Datasets. - Xin Liang 001; Sheng Di; Dingwen Tao; Sihuan Li; Shaomeng Li; Hanqi Guo 001; Zizhong Chen; Franck Cappello (IEEE BigData, 2018)

An Efficient Transformation Scheme for Lossy Data Compression with Point-Wise Relative Error Bound. - Xin Liang 001; Sheng Di; Dingwen Tao; Zizhong Chen; Franck Cappello (CLUSTER, 2018)

Fixed-PSNR Lossy Compression for Scientific Data. - Dingwen Tao; Sheng Di; Xin Liang 001; Zizhong Chen; Franck Cappello (CLUSTER, 2018)

Performance analysis and optimization of in-situ integration of simulation with data analysis: zipping applications up. - Yuankun Fu; Feng Li 025; Fengguang Song; Zizhong Chen (HPDC, 2018)

Improving performance of iterative methods by lossy checkponting. - Dingwen Tao; Sheng Di; Xin Liang 001; Zizhong Chen; Franck Cappello (HPDC, 2018)

The k-Means Forest Classifier for High Dimensional Data. - Zizhong Chen; Xin Ding; Shuyin Xia; Baiyun Chen (ICBK, 2018)

BeeFlow: A Workflow Management System for In Situ Processing across HPC and Cloud Systems. - Jieyang Chen; Qiang Guan; Zhao Zhang 007; Xin Liang 001; Louis James Vernon; Allen McPherson; Li-Ta Lo; Patricia Grubel; Tim Randles; Zizhong Chen; James P. Ahrens (ICDCS, 2018)

Non-intrusively Avoiding Scaling Problems in and out of MPI Collectives. - Hongbo Li 006; Zizhong Chen; Rajiv Gupta 001; Min Xie (IPDPS Workshops, 2018)

COMPI: Concolic Testing for MPI Applications. - Hongbo Li 006; Sihuan Li; Zachary Benavides; Zizhong Chen; Rajiv Gupta 001 (IPDPS, 2018)

Fault tolerant one-sided matrix decompositions on heterogeneous systems with GPUs. - Jieyang Chen; Hongbo Li 006; Sihuan Li; Xin Liang 001; Panruo Wu; Dingwen Tao; Kaiming Ouyang; Yuanlai Liu; Kai Zhao 008; Qiang Guan; Zizhong Chen (SC, 2018)

Scaling Up Parallel Computation of Tiled QR Factorizations by a Distributed Scheduling Runtime System and Analytical Modeling. - Weijian Zheng; Fengguang Song; Lan Lin; Zizhong Chen (Parallel Process. Lett., 2018)

Efficient concolic testing of MPI applications. - Hongbo Li 006; Zizhong Chen; Rajiv Gupta 001 (CC, 2019)

Data Transfer between Scientific Facilities - Bottleneck Analysis, Insights and Optimizations. - Yuanlai Liu; Zhengchun Liu; Rajkumar Kettimuthu; Nageswara S. V. Rao; Zizhong Chen; Ian T. Foster (CCGRID, 2019)

Improving Performance of Data Dumping with Lossy Compression for Scientific Simulation. - Xin Liang 001; Sheng Di; Dingwen Tao; Sihuan Li; Bogdan Nicolae; Zizhong Chen; Franck Cappello (CLUSTER, 2019)

A Multi-granularity Genetic Algorithm. - Caoxiao Li; Shuyin Xia; Zizhong Chen; Guoyin Wang 001 (ICBK, 2019)

TSM2: optimizing tall-and-skinny matrix-matrix multiplication on GPUs. - Jieyang Chen; Nan Xiong; Xin Liang 001; Dingwen Tao; Sihuan Li; Kaiming Ouyang; Kai Zhao 008; Nathan DeBardeleben; Qiang Guan; Zizhong Chen (ICS, 2019)

GreenMM: energy efficient GPU matrix multiplication through undervolting. - Hadi Zamani 001; Yuanlai Liu; Devashree Tripathy; Laxmi N. Bhuyan; Zizhong Chen (ICS, 2019)

FT-iSort: efficient fault tolerance for introsort. - Sihuan Li; Hongbo Li 006; Xin Liang 001; Jieyang Chen; Elisabeth Giem; Kaiming Ouyang; Kai Zhao 008; Sheng Di; Franck Cappello; Zizhong Chen (SC, 2019)

Significantly improving lossy compression quality based on an optimized hybrid prediction model. - Xin Liang 001; Sheng Di; Sihuan Li; Dingwen Tao; Bogdan Nicolae; Zizhong Chen; Franck Cappello (SC, 2019)

Transferring Ensemble Representations Using Deep Convolutional Neural Networks for Small-Scale Image Classification. - Shuyin Xia; Yulong Xia; Hong Yu 007; Qun Liu 005; Yueguo Luo; Guoyin Wang 001; Zizhong Chen (IEEE Access, 2019)

Z-checker: A framework for assessing lossy compression of scientific data. - Dingwen Tao; Sheng Di; Hanqi Guo 001; Zizhong Chen; Franck Cappello (Int. J. High Perform. Comput. Appl., 2019)

Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers. - Shuyin Xia; Guoyin Wang 001; Zizhong Chen; Yanlin Duan; Qun Liu 005 (IEEE Trans. Knowl. Data Eng., 2019)

Optimizing Lossy Compression Rate-Distortion from Automatic Online Selection between SZ and ZFP. - Dingwen Tao; Sheng Di; Xin Liang 001; Zizhong Chen; Franck Cappello (IEEE Trans. Parallel Distributed Syst., 2019)

Toward Feature-Preserving 2D and 3D Vector Field Compression. - Xin Liang 001; Hanqi Guo 001; Sheng Di; Franck Cappello; Mukund Raj; Chunhui Liu; Kenji Ono; Zizhong Chen; Tom Peterka (PacificVis, 2020)

SDRBench: Scientific Data Reduction Benchmark for Lossy Compressors. - Kai Zhao 008; Sheng Di; Xin Liang 001; Sihuan Li; Dingwen Tao; Julie Bessac; Zizhong Chen; Franck Cappello (IEEE BigData, 2020)

Towards End-to-end SDC Detection for HPC Applications Equipped with Lossy Compression. - Sihuan Li; Sheng Di; Kai Zhao 008; Xin Liang 001; Zizhong Chen; Franck Cappello (CLUSTER, 2020)

Significantly Improving Lossy Compression for HPC Datasets with Second-Order Prediction and Parameter Optimization. - Kai Zhao 008; Sheng Di; Xin Liang 001; Sihuan Li; Dingwen Tao; Zizhong Chen; Franck Cappello (HPDC, 2020)

SAOU: safe adaptive overclocking and undervolting for energy-efficient GPU computing. - Hadi Zamani 001; Devashree Tripathy; Laxmi N. Bhuyan; Zizhong Chen (ISLPED, 2020)

CAB-MPI: exploring interprocess work-stealing towards balanced MPI communication. - Kaiming Ouyang; Min Si; Atsushi Hori; Zizhong Chen; Pavan Balaji (SC, 2020)

Normalization of Input-output Shared Embeddings in Text Generation Models. - Jinyang Liu 003; Yujia Zhai; Zizhong Chen (CoRR, 2020)

Algorithm-Based Fault Tolerance for Convolutional Neural Networks. - Kai Zhao 008; Sheng Di; Sihuan Li; Xin Liang 001; Yujia Zhai; Jieyang Chen; Kaiming Ouyang; Franck Cappello; Zizhong Chen (CoRR, 2020)

Ball k-means. - Shuyin Xia; Daowan Peng; Deyu Meng; Changqing Zhang; Guoyin Wang 001; Zizhong Chen; Wei Wei 006 (CoRR, 2020)

SDC Resilient Error-bounded Lossy Compressor. - Sihuan Li; Sheng Di; Kai Zhao 008; Xin Liang 001; Zizhong Chen; Franck Cappello (CoRR, 2020)

Weighted pseudometric approximation of 2-dimensional fuzzy numbers by fuzzy 2-cell prismoid numbers preserving the centroid. - Shexiang Hai; Zengtai Gong; Zizhong Chen (Fuzzy Sets Syst., 2020)

Improving Lossy Compression for SZ by Exploring the Best-Fit Lossless Compression Techniques. - Jinyang Liu 003; Sihuan Li; Sheng Di; Xin Liang 001; Kai Zhao 008; Dingwen Tao; Zizhong Chen; Franck Cappello (IEEE BigData, 2021)

Exploring Autoencoder-based Error-bounded Compression for Scientific Data. - Jinyang Liu 003; Sheng Di; Kai Zhao 008; Sian Jin; Dingwen Tao; Xin Liang 001; Zizhong Chen; Franck Cappello (CLUSTER, 2021)

Daps: A Dynamic Asynchronous Progress Stealing Model for MPI Communication. - Kaiming Ouyang; Min Si; Atsushi Hori; Zizhong Chen; Pavan Balaji (CLUSTER, 2021)

Optimizing Error-Bounded Lossy Compression for Scientific Data by Dynamic Spline Interpolation. - Kai Zhao 008; Sheng Di; Maxim Dmitriev; Thierry-Laurent D. Tonellot; Zizhong Chen; Franck Cappello (ICDE, 2021)

FT-BLAS: a high performance BLAS implementation with online fault tolerance. - Yujia Zhai; Elisabeth Giem; Quan Fan; Kai Zhao 008; Jinyang Liu 003; Zizhong Chen (ICS, 2021)

An Improved Genetic Algorithm Based on k-means. - Caoxiao Li; Shuyin Xia; Jingcheng Fu; Zizhong Chen; Binggui Wang (ISEEIE, 2021)

Fast k-means Clustering Based on the Neighbor Information. - Daowan Peng; Zizhong Chen; Jingcheng Fu; Shuyin Xia; Qing Wen (ISEEIE, 2021)

A Fast Attribute Reduction Algorithm of Neighborhood Rough Set. - Wenhua Li; Shuyin Xia; Zizhong Chen (KST, 2021)

Locality-aware Thread Block Design in Single and Multi-GPU Graph Processing. - Quan Fan; Zizhong Chen (NAS, 2021)

Resilient error-bounded lossy compressor for data transfer. - Sihuan Li; Sheng Di; Kai Zhao 008; Xin Liang 001; Zizhong Chen; Franck Cappello (SC, 2021)

RSMOTE: A self-adaptive robust SMOTE for imbalanced problems with label noise. - Baiyun Chen; Shuyin Xia; Zizhong Chen; Binggui Wang; Guoyin Wang 001 (Inf. Sci., 2021)

FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks. - Kai Zhao 008; Sheng Di; Sihuan Li; Xin Liang 001; Yujia Zhai; Jieyang Chen; Kaiming Ouyang; Franck Cappello; Zizhong Chen (IEEE Trans. Parallel Distributed Syst., 2021)

Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models. - Sihuan Li; Jianyu Huang; Ping Tak Peter Tang; Daya Shanker Khudia; Jongsoo Park; Harish Dattatraya Dixit; Zizhong Chen (IEEE Big Data, 2022)

MDZ: An Efficient Error-bounded Lossy Compressor for Molecular Dynamics. - Kai Zhao 008; Sheng Di; Danny Perez; Xin Liang 001; Zizhong Chen; Franck Cappello (ICDE, 2022)

Accelerating Encrypted Computing on Intel GPUs. - Yujia Zhai; Mohannad Ibrahim; Yiqin Qiu; Fabian Boemer; Zizhong Chen; Alexey Titov; Alexander Lyashevsky (IPDPS, 2022)

Dynamic Quality Metric Oriented Error Bounded Lossy Compression for Scientific Datasets. - Jinyang Liu 003; Sheng Di; Kai Zhao 008; Xin Liang 001; Zizhong Chen; Franck Cappello (SC, 2022)

An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation. - Shuyin Xia; Xinyu Bai; Guoyin Wang 001; Deyu Meng; Xinbo Gao 001; Zizhong Chen; Elisabeth Giem (CoRR, 2022)

Multi-granularity Association Learning Framework for on-the-fly Fine-Grained Sketch-based Image Retrieval. - Dawei Dai; Xiaoyu Tang; Shuyin Xia; Yingge Liu; Guoyin Wang 001; Zizhong Chen (CoRR, 2022)

Double embedding and bidirectional sentiment dependence detector for aspect sentiment triplet extraction. - Dawei Dai; Tao Chen; Shuyin Xia; Guoyin Wang 001; Zizhong Chen (Knowl. Based Syst., 2022)

An adaptive and general model for label noise detection using relative probabilistic density. - Shuyin Xia; Longhai Huang; Guoyin Wang 001; Xinbo Gao 001; Yabin Shao; Zizhong Chen (Knowl. Based Syst., 2022)

Ball $k$k-Means: Fast Adaptive Clustering With No Bounds. - Shuyin Xia; Daowan Peng; Deyu Meng; Changqing Zhang; Guoyin Wang 001; Elisabeth Giem; Wei Wei 006; Zizhong Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Random Space Division Sampling for Label-Noisy Classification or Imbalanced Classification. - Shuyin Xia; Yong Zheng; Guoyin Wang 001; Ping He 004; Heng Li 001; Zizhong Chen (IEEE Trans. Cybern., 2022)

GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification. - Shuyin Xia; Hao Zhang; Wenhua Li; Guoyin Wang 001; Elisabeth Giem; Zizhong Chen (IEEE Trans. Knowl. Data Eng., 2022)

mCRF and mRD: Two Classification Methods Based on a Novel Multiclass Label Noise Filtering Learning Framework. - Shuyin Xia; Baiyun Chen; Guoyin Wang 001; Yong Zheng; Xinbo Gao 001; Elisabeth Giem; Zizhong Chen (IEEE Trans. Neural Networks Learn. Syst., 2022)

Exploring Wavelet Transform Usages for Error-bounded Scientific Data Compression. - Jiajun Huang 001; Jinyang Liu 003; Sheng Di; Yujia Zhai; Zizhe Jian; Shixun Wu; Kai Zhao 008; Zizhong Chen; Yanfei Guo; Franck Cappello (IEEE Big Data, 2023)

Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks. - Jinyang Liu 003; Sheng Di; Sian Jin; Kai Zhao 008; Xin Liang 001; Zizhong Chen; Franck Cappello (IEEE Big Data, 2023)

KF K-means: A High Performance K-means Implementation using Kernel Fusion. - Kaiming Ouyang; Vincent Tran; Jinyang Liu 003; Bryan M. Wong; Zizhong Chen (IEEE Big Data, 2023)

PiP-MColl: Process-in-Process-based Multi-object MPI Collectives. - Jiajun Huang 001; Kaiming Ouyang; Yujia Zhai; Jinyang Liu 003; Min Si; Ken Raffenetti; Hui Zhou 012; Atsushi Hori; Zizhong Chen; Yanfei Guo; Rajeev Thakur (CLUSTER, 2023)

Accelerating MPI Collectives with Process-in-Process-based Multi-object Techniques. - Jiajun Huang 001; Kaiming Ouyang; Yujia Zhai; Jinyang Liu 003; Min Si; Ken Raffenetti; Hui Zhou 012; Atsushi Hori; Zizhong Chen; Yanfei Guo; Rajeev Thakur (HPDC, 2023)

FT-GEMM: A Fault Tolerant High Performance GEMM Implementation on x86 CPUs. - Shixun Wu; Yujia Zhai; Jiajun Huang 001; Zizhe Jian; Zizhong Chen (HPDC, 2023)

GBCloud: a Robust Cloud Model for Processing Multi-dimensional Data Using Granular-ball Computing. - Yuting Shi; Shuyin Xia; Zizhong Chen (ICMAI, 2023)

FAZ: A flexible auto-tuned modular error-bounded compression framework for scientific data. - Jinyang Liu 003; Sheng Di; Kai Zhao 008; Xin Liang 001; Zizhong Chen; Franck Cappello (ICS, 2023)

Anatomy of High-Performance GEMM with Online Fault Tolerance on GPUs. - Shixun Wu; Yujia Zhai; Jinyang Liu 003; Jiajun Huang 001; Zizhe Jian; Bryan M. Wong; Zizhong Chen (ICS, 2023)

ByteTransformer: A High-Performance Transformer Boosted for Variable-Length Inputs. - Yujia Zhai; Chengquan Jiang; Leyuan Wang; Xiaoying Jia 001; Shang Zhang; Zizhong Chen; Xin Liu 086; Yibo Zhu (IPDPS, 2023)

Improving Energy Saving of One-Sided Matrix Decompositions on CPU-GPU Heterogeneous Systems. - Jieyang Chen; Xin Liang 001; Kai Zhao 008; Hadi Zamani Sabzi; Laxmi N. Bhuyan; Zizhong Chen (PPoPP, 2023)

C-Coll: Introducing Error-bounded Lossy Compression into MPI Collectives. - Jiajun Huang 001; Sheng Di; Xiaodong Yu 001; Yujia Zhai; Jinyang Liu 003; Ken Raffenetti; Hui Zhou 012; Kai Zhao 008; Zizhong Chen; Franck Cappello; Yanfei Guo; Rajeev Thakur (CoRR, 2023)

gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters. - Jiajun Huang 001; Sheng Di; Xiaodong Yu 001; Yujia Zhai; Jinyang Liu 003; Yafan Huang; Ken Raffenetti; Hui Zhou 012; Kai Zhao 008; Zizhong Chen; Franck Cappello; Yanfei Guo; et al. (CoRR, 2023)

SRN-SZ: Deep Leaning-Based Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks. - Jinyang Liu 003; Sheng Di; Sian Jin; Kai Zhao 008; Xin Liang 001; Zizhong Chen; Franck Cappello (CoRR, 2023)

cuSZ-I: High-Fidelity Error-Bounded Lossy Compression for Scientific Data on GPUs. - Jinyang Liu 003; Jiannan Tian; Shixun Wu; Sheng Di; Boyuan Zhang 002; Yafan Huang; Kai Zhao 008; Guanpeng Li; Dingwen Tao; Zizhong Chen; Franck Cappello (CoRR, 2023)

SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors. - Xin Liang 001; Kai Zhao 008; Sheng Di; Sihuan Li; Robert Underwood; Ali Murat Gok; Jiannan Tian; Junjing Deng; Jon C. Calhoun; Dingwen Tao; Zizhong Chen; Franck Cappello (IEEE Trans. Big Data, 2023)

GreenMD: Energy-efficient Matrix Decomposition on Heterogeneous Multi-GPU Systems. - Hadi Zamani 001; Laxmi N. Bhuyan; Jieyang Chen; Zizhong Chen (ACM Trans. Parallel Comput., 2023)

GRRS: Accurate and Efficient Neighborhood Rough Set for Feature Selection. - Shuyin Xia; Shulin Wu; Xinxing Chen; Guoyin Wang 001; Xinbo Gao 001; Qinghua Zhang 001; Elisabeth Giem; Zizhong Chen (IEEE Trans. Knowl. Data Eng., 2023)

FT-BLAS: A Fault Tolerant High Performance BLAS Implementation on x86 CPUs. - Yujia Zhai; Elisabeth Giem; Kai Zhao 008; Jinyang Liu 003; Jiajun Huang 001; Bryan M. Wong; Christian R. Shelton; Zizhong Chen (IEEE Trans. Parallel Distributed Syst., 2023)

Toward Feature-Preserving Vector Field Compression. - Xin Liang 001; Sheng Di; Franck Cappello; Mukund Raj; Chunhui Liu; Kenji Ono; Zizhong Chen; Tom Peterka; Hanqi Guo 001 (IEEE Trans. Vis. Comput. Graph., 2023)

FT K-Means: A High-Performance K-Means on GPU with Fault Tolerance. - Shixun Wu; Yitong Ding; Yujia Zhai; Jinyang Liu 003; Jiajun Huang 001; Zizhe Jian; Huangliang Dai; Sheng Di; Bryan M. Wong; Zizhong Chen; Franck Cappello (CLUSTER, 2024)

gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters. - Jiajun Huang 001; Sheng Di; Xiaodong Yu 001; Yujia Zhai; Jinyang Liu 003; Yafan Huang; Ken Raffenetti; Hui Zhou 012; Kai Zhao 008; Xiaoyi Lu; Zizhong Chen; Franck Cappello; et al. (ICS, 2024)

An Optimized Error-controlled MPI Collective Framework Integrated with Lossy Compression. - Jiajun Huang 001; Sheng Di; Xiaodong Yu 001; Yujia Zhai; Zhaorui Zhang; Jinyang Liu 003; Xiaoyi Lu; Ken Raffenetti; Hui Zhou 012; Kai Zhao 008; Zizhong Chen; Franck Cappello; et al. (IPDPS, 2024)

CliZ: Optimizing Lossy Compression for Climate Datasets with Adaptive Fine-tuned Data Prediction. - Zizhe Jian; Sheng Di; Jinyang Liu 003; Kai Zhao 008; Xin Liang 001; Haiying Xu; Robert Underwood; Shixun Wu; Jiajun Huang 001; Zizhong Chen; Franck Cappello (IPDPS, 2024)

POSTER: Optimizing Collective Communications with Error-bounded Lossy Compression for GPU Clusters. - Jiajun Huang 001; Sheng Di; Xiaodong Yu 001; Yujia Zhai; Jinyang Liu 003; Yafan Huang; Ken Raffenetti; Hui Zhou 012; Kai Zhao 008; Zizhong Chen; Franck Cappello; Yanfei Guo; et al. (PPoPP, 2024)

cuSZ-i: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level Interpolation. - Jinyang Liu 003; Jiannan Tian; Shixun Wu; Sheng Di; Boyuan Zhang 002; Robert Underwood; Yafan Huang; Jiajun Huang 001; Kai Zhao 008; Guanpeng Li; Dingwen Tao; Zizhong Chen; et al. (SC, 2024)

hZCCL: Accelerating Collective Communication with Co-Designed Homomorphic Compression. - Jiajun Huang 001; Sheng Di; Xiaodong Yu 001; Yujia Zhai; Jinyang Liu 003; Zizhe Jian; Xin Liang 001; Kai Zhao 008; Xiaoyi Lu; Zizhong Chen; Franck Cappello; Yanfei Guo; et al. (SC, 2024)

TurboFFT: A High-Performance Fast Fourier Transform with Fault Tolerance on GPU. - Shixun Wu; Yujia Zhai; Jinyang Liu 003; Jiajun Huang 001; Zizhe Jian; Huangliang Dai; Sheng Di; Zizhong Chen; Franck Cappello (CoRR, 2024)

DGRO: Diameter-Guided Ring Optimization for Integrated Research Infrastructure Membership. - Shixun Wu; Krishnan Raghavan; Sheng Di; Zizhong Chen; Franck Cappello (CoRR, 2024)

High-performance Effective Scientific Error-bounded Lossy Compression with Auto-tuned Multi-component Interpolation. - Jinyang Liu 003; Sheng Di; Kai Zhao 008; Xin Liang 001; Sian Jin; Zizhe Jian; Jiajun Huang 001; Shixun Wu; Zizhong Chen; Franck Cappello (Proc. ACM Manag. Data, 2024)

TurboFFT: Co-Designed High-Performance and Fault-Tolerant Fast Fourier Transform on GPUs. - Shixun Wu; Yujia Zhai; Jinyang Liu 003; Jiajun Huang 001; Zizhe Jian; Huangliang Dai; Sheng Di; Franck Cappello; Zizhong Chen (PPoPP, 2025)

FlexPipe: Maximizing Training Efficiency for Transformer-based Models with Variable-Length Inputs. - Hairui Zhao; Qi Tian; Hongliang Li 003; Zizhong Chen (USENIX ATC, 2025)

GBRS: A Unified Granular-Ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set. - Shuyin Xia; Cheng Wang 003; Guoyin Wang 001; Xinbo Gao 001; Weiping Ding 001; JianHang Yu; Yujia Zhai; Zizhong Chen (IEEE Trans. Neural Networks Learn. Syst., 2025)

ZCCL: Significantly Improving Collective Communication With Error-Bounded Lossy Compression. - Jiajun Huang 001; Sheng Di; Xiaodong Yu 001; Yujia Zhai; Zhaorui Zhang; Jinyang Liu 003; Xiaoyi Lu; Ken Raffenetti; Hui Zhou 012; Kai Zhao 008; Khalid Ayedh Alharthi; Zizhong Chen; et al. (CoRR, 2025)

FT-Transformer: Resilient and Reliable Transformer with End-to-End Fault Tolerant Attention. - Huangliang Dai; Shixun Wu; Hairui Zhao; Jiajun Huang 001; Zizhe Jian; Yue Zhu; Haiyang Hu; Zizhong Chen (CoRR, 2025)

TurboFNO: High-Performance Fourier Neural Operator with Fused FFT-GEMM-iFFT on GPU. - Shixun Wu; Yujia Zhai; Huangliang Dai; Hairui Zhao; Yue Zhu; Haiyang Hu; Zizhong Chen (CoRR, 2025)

Boosting Scientific Error-Bounded Lossy Compression through Optimized Synergistic Lossy-Lossless Orchestration. - Shixun Wu; Jinwen Pan; Jinyang Liu 003; Jiannan Tian; Ziwei Qiu; Jiajun Huang 001; Kai Zhao 008; Xin Liang 001; Sheng Di; Zizhong Chen; Franck Cappello (CoRR, 2025)