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)

LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection. - Shuyin Xia; Wenhua Li; Guoyin Wang 001; Xinbo Gao 001; Changqing Zhang; Elisabeth Giem (CoRR, 2020)

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)

Integrating process, control-flow, and data resiliency layers using a hybrid Fenix/Kokkos approach. - Matthew Whitlock; Nicolas M. Morales; George Bosilca; Aurelien Bouteiller; Bogdan Nicolae; Keita Teranishi; Elisabeth Giem; Vivek Sarkar (CLUSTER, 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)

GBRS: An Unified Model of Pawlak Rough Set and Neighborhood Rough Set. - Shuyin Xia; Cheng Wang 003; Guoying Wang; Xinbo Gao 001; Elisabeth Giem; JianHang Yu (CoRR, 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)

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)

An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation. - Shuyin Xia; Xinyu Bai; Guoyin Wang 001; Yunlong Cheng; Deyu Meng; Xinbo Gao 001; Yujia Zhai; Elisabeth Giem (IEEE Trans. Knowl. Data Eng., 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)

An Efficient and Adaptive Granular-Ball Generation Method in Classification Problem. - Shuyin Xia; Xiaochuan Dai; Guoyin Wang 001; Xinbo Gao 001; Elisabeth Giem (IEEE Trans. Neural Networks Learn. Syst., 2024)