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Xing Cai
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- affiliation: Simula Research Lab
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Journal Articles
- 2024
- [j30]Erik Hide Sæternes
, Andreas Thune, Alf Birger Rustad, Tor Skeie, Xing Cai
:
Automated parameter tuning with accuracy control for efficient reservoir simulations. J. Comput. Sci. 75: 102205 (2024) - 2023
- [j29]Yingjie Song, Xing Cai, Xiangbing Zhou, Bin Zhang, Huiling Chen, Yuangang Li
, Wuquan Deng, Wu Deng:
Dynamic hybrid mechanism-based differential evolution algorithm and its application. Expert Syst. Appl. 213(Part): 118834 (2023) - [j28]Xiangbing Zhou
, Xing Cai, Hua Zhang, Zhiheng Zhang, Ting Jin, Huayue Chen, Wu Deng:
Multi-strategy competitive-cooperative co-evolutionary algorithm and its application. Inf. Sci. 635: 328-344 (2023) - [j27]James D. Trotter
, Johannes Langguth, Xing Cai
:
Targeting performance and user-friendliness: GPU-accelerated finite element computation with automated code generation in FEniCS. Parallel Comput. 118: 103051 (2023) - [j26]Andreas Thune
, Sven-Arne Reinemo, Tor Skeie, Xing Cai
:
Detailed Modeling of Heterogeneous and Contention-Constrained Point-to-Point MPI Communication. IEEE Trans. Parallel Distributed Syst. 34(5): 1580-1593 (2023) - 2022
- [j25]James D. Trotter
, Xing Cai
, Simon W. Funke:
On Memory Traffic and Optimisations for Low-order Finite Element Assembly Algorithms on Multi-core CPUs. ACM Trans. Math. Softw. 48(2): 19:1-19:31 (2022) - 2021
- [j24]Xing Cai, Huimin Zhao, Shifan Shang, Yongquan Zhou, Wu Deng, Huayue Chen
, Wuquan Deng:
An improved quantum-inspired cooperative co-evolution algorithm with muli-strategy and its application. Expert Syst. Appl. 171: 114629 (2021) - [j23]Wu Deng, Shifan Shang, Xing Cai, Huimin Zhao, Yongquan Zhou, Huayue Chen, Wuquan Deng:
Quantum differential evolution with cooperative coevolution framework and hybrid mutation strategy for large scale optimization. Knowl. Based Syst. 224: 107080 (2021) - [j22]Wu Deng, Shifan Shang, Xing Cai, Huimin Zhao, Yingjie Song, Junjie Xu:
An improved differential evolution algorithm and its application in optimization problem. Soft Comput. 25(7): 5277-5298 (2021) - 2020
- [j21]Chunbiao Zhu
, Wei Yan, Xing Cai, Shan Liu, Thomas H. Li, Ge Li:
Neural saliency algorithm guide bi-directional visual perception style transfer. CAAI Trans. Intell. Technol. 5(1): 1-8 (2020) - [j20]James D. Trotter
, Johannes Langguth, Xing Cai
:
Cache simulation for irregular memory traffic on multi-core CPUs: Case study on performance models for sparse matrix-vector multiplication. J. Parallel Distributed Comput. 144: 189-205 (2020) - 2019
- [j19]Jérémie Lagravière, Johannes Langguth
, Martina Prugger
, Lukas Einkemmer
, Phuong Hoai Ha
, Xing Cai
:
Performance Optimization and Modeling of Fine-Grained Irregular Communication in UPC. Sci. Program. 2019: 6825728:1-6825728:20 (2019) - 2017
- [j18]Mohammed Sourouri
, Scott B. Baden, Xing Cai
:
Panda: A Compiler Framework for Concurrent CPU + GPU Execution of 3D Stencil Computations on GPU-accelerated Supercomputers. Int. J. Parallel Program. 45(3): 711-729 (2017) - [j17]Johannes Langguth
, Qiang Lan, Namit Gaur, Xing Cai
:
Accelerating Detailed Tissue-Scale 3D Cardiac Simulations Using Heterogeneous CPU-Xeon Phi Computing. Int. J. Parallel Program. 45(5): 1236-1258 (2017) - 2015
- [j16]Xinnan Dong, Mei Wen, Jun Chai, Xing Cai
, Mandan Zhao, Chunyuan Zhang:
Communication-hiding programming for clusters with multi-coprocessor nodes. Concurr. Comput. Pract. Exp. 27(16): 4172-4185 (2015) - [j15]Dafei Huang, Changqing Xun, Nan Wu, Mei Wen, Chunyuan Zhang, Xing Cai, Qianming Yang:
Enabling a Uniform OpenCL Device View for Heterogeneous Platforms. IEICE Trans. Inf. Syst. 98-D(4): 812-823 (2015) - [j14]Jun Chai, Johan Hake, Nan Wu, Mei Wen, Xing Cai
, Glenn Terje Lines
, Jing Yang, Huayou Su, Chunyuan Zhang, Xiangke Liao:
Towards simulation of subcellular calcium dynamics at nanometre resolution. Int. J. High Perform. Comput. Appl. 29(1): 51-63 (2015) - [j13]Johannes Langguth
, Nan Wu, Jun Chai
, Xing Cai
:
Parallel performance modeling of irregular applications in cell-centered finite volume methods over unstructured tetrahedral meshes. J. Parallel Distributed Comput. 76: 120-131 (2015) - [j12]Johannes Langguth, Mohammed Sourouri, Glenn Terje Lines
, Scott B. Baden, Xing Cai
:
Scalable Heterogeneous CPU-GPU Computations for Unstructured Tetrahedral Meshes. IEEE Micro 35(4): 6-15 (2015) - [j11]Huayou Su, Xing Cai
, Mei Wen, Chunyuan Zhang:
An analytical GPU performance model for 3D stencil computations from the angle of data traffic. J. Supercomput. 71(7): 2433-2453 (2015) - 2014
- [j10]Xing Cai, Michael James Tippett
, Lei Xie, Jie Bao
:
Fast distributed MPC based on active set method. Comput. Chem. Eng. 71: 158-170 (2014) - [j9]Mei Wen, Huayou Su, Wenjie Wei, Nan Wu, Xing Cai
, Chunyuan Zhang:
High efficient sedimentary basin simulations on hybrid CPU-GPU clusters. Clust. Comput. 17(2): 359-369 (2014) - [j8]Wei Zhang, Xing Cai
, Sverre Holm:
Time-fractional heat equations and negative absolute temperatures. Comput. Math. Appl. 67(1): 164-171 (2014) - 2013
- [j7]Jun Chai, Mei Wen, Nan Wu, Dafei Huang, Jing Yang, Xing Cai
, Chunyuan Zhang, Qianming Yang:
Simulating Cardiac Electrophysiology in the Era of GPU-Cluster Computing. IEICE Trans. Inf. Syst. 96-D(12): 2587-2595 (2013) - [j6]Jun Chai, Huayou Su, Mei Wen, Xing Cai
, Nan Wu, Chunyuan Zhang:
Resource-efficient utilization of CPU/GPU-based heterogeneous supercomputers for Bayesian phylogenetic inference. J. Supercomput. 66(1): 364-380 (2013) - 2012
- [j5]Didem Unat
, Jun Zhou, Yifeng Cui, Scott B. Baden, Xing Cai
:
Accelerating a 3D Finite-Difference Earthquake Simulation with a C-to-CUDA Translator. Comput. Sci. Eng. 14(3): 48-59 (2012) - 2007
- [j4]Kent-André Mardal
, Bjørn Fredrik Nielsen, Xing Cai
, Aslak Tveito
:
An order optimal solver for the discretized bidomain equations. Numer. Linear Algebra Appl. 14(2): 83-98 (2007) - [j3]Xing Cai
, Bjørn Fredrik Nielsen, Aslak Tveito
:
A note on the efficiency of the conjugate gradient method for a class of time-dependent problems. Numer. Linear Algebra Appl. 14(5): 459-467 (2007) - 2005
- [j2]Xing Cai, Hans Petter Langtangen, Halvard Moe:
On the performance of the Python programming language for serial and parallel scientific computations. Sci. Program. 13(1): 31-56 (2005) - 2004
- [j1]Masha Sosonkina, Yousef Saad
, Xing Cai
:
Using the parallel algebraic recursive multilevel solver in modern physical applications. Future Gener. Comput. Syst. 20(3): 489-500 (2004)
Conference and Workshop Papers
- 2022
- [c50]Wenping Bu, Zhilin Ding, Shaoyi Li, Shuling Feng, Xing Cai:
Optimization of intelligent charging control strategy for collaborative response of electric vehicle based on PSO. ICISCAE 2022: 671-674 - [c49]Zhilin Ding, Wenping Bu, Shaoyi Li, Renbo Xu, Shuling Feng, Xing Cai:
Comparative analysis of stochastic vehicle-loads charging model concerning randomized characteristic based on particle swarm optimization. ICISCAE 2022: 675-678 - [c48]Li Liu, Xing Cai, Ge Li, Thomas H. Li:
DKNAS: A Practical Deep Keypoint Extraction Framework Based on Neural Architecture Search. ICRA 2022: 5643-5649 - 2021
- [c47]Junsuo Qu, Xing Cai, Haonan Shi:
Research on Improved Multi-Sensor Data Fusion Algorithm Based on D-S Evidence Theory. AIPR 2021: 486-493 - [c46]Luk Burchard
, Xing Cai, Johannes Langguth:
iPUG for Multiple Graphcore IPUs: Optimizing Performance and Scalability of Parallel Breadth-First Search. HiPC 2021: 162-171 - 2020
- [c45]Xing Cai, Lanqing Zhang, Chengyuan Li, Ge Li, Thomas H. Li:
Twinvo: Unsupervised Learning of Monocular Visual Odometry Using Bi-Direction Twin Network. ICME Workshops 2020: 1-6 - [c44]Chengyuan Li, Lanqing Zhang, Xing Cai, Keyao Li, Ge Li, Thomas H. Li:
Towards Loss Balance and Consistent Model in Self-supervised Monocular Depth Estimation. ICTAI 2020: 883-889 - [c43]Xing Cai, Lanqing Zhang, Chengyuan Li, Ge Li, Thomas H. Li:
VONAS: Network Design in Visual Odometry using Neural Architecture Search. ACM Multimedia 2020: 727-735 - 2019
- [c42]Johannes Langguth, Hermenegild Arevalo, Kristian Gregorius Hustad, Xing Cai:
Towards Detailed Real-Time Simulations of Cardiac Arrhythmia. CinC 2019: 1-4 - [c41]Chad Jarvis, Glenn Terje Lines
, Johannes Langguth, Kengo Nakajima, Xing Cai:
Combining Algorithmic Rethinking and AVX-512 Intrinsics for Efficient Simulation of Subcellular Calcium Signaling. ICCS (5) 2019: 681-687 - [c40]Chunbiao Zhu, Xing Cai, Kan Huang, Thomas H. Li, Ge Li:
PDNet: Prior-Model Guided Depth-Enhanced Network for Salient Object Detection. ICME 2019: 199-204 - 2018
- [c39]Xiaoming Yu, Xing Cai, Zhenqiang Ying, Thomas H. Li, Ge Li:
SingleGAN: Image-to-Image Translation by a Single-Generator Network Using Multiple Generative Adversarial Learning. ACCV (5) 2018: 341-356 - [c38]Johannes Langguth, Xing Cai, Mohammed Sourouri:
Memory Bandwidth Contention: Communication vs Computation Tradeoffs in Supercomputers with Multicore Architectures. ICPADS 2018: 497-506 - 2017
- [c37]Johannes Langguth, Chad Jarvis, Xing Cai:
Porting Tissue-Scale Cardiac Simulations to the Knights Landing Platform. ISC Workshops 2017: 376-388 - 2016
- [c36]Werner Weber, Alfred Hoess, Jan van Deventer, Frank Oppenheimer, Rolf Ernst, Adam Kostrzewa, Philippe Dore, Thierry Goubier, Haris Isakovic, Norbert Druml, Egon Wuchner, Daniel Schneider, Erwin Schoitsch, Eric Armengaud
, Thomas Soderqvist, Massimo Traversone, Sascha Uhrig, Juan-Carlos Perez-Cortes
, Sergio Sáez, Juha Kuusela, Mark van Helvoort
, Xing Cai, Bjørn Nordmoen, Geir Yngve Paulsen, Hans Petter Dahle, Michael Geissel, Jürgen Salecker, Peter Tummeltshammer:
The EMC2 Project on Embedded Microcontrollers: Technical Progress after Two Years. DSD 2016: 524-531 - [c35]Johannes Langguth, Qiang Lan, Namit Gaur, Xing Cai, Mei Wen, Chunyuan Zhang:
Enabling Tissue-Scale Cardiac Simulations Using Heterogeneous Computing on Tianhe-2. ICPADS 2016: 843-852 - [c34]Jérémie Lagravière, Johannes Langguth, Mohammed Sourouri, Phuong Hoai Ha
, Xing Cai
:
On the performance and energy efficiency of the PGAS programming model on multicore architectures. HPCS 2016: 800-807 - [c33]Geir Yngve Paulsen, Jonathan Feinberg, Xing Cai
, Bjørn Nordmoen, Hans Petter Dahle:
Matlab2cpp: A Matlab-to-C++ code translator. SoSE 2016: 1-5 - 2015
- [c32]Mohammed Sourouri, Johannes Langguth, Filippo Spiga, Scott B. Baden, Xing Cai
:
CPU+GPU Programming of Stencil Computations for Resource-Efficient Use of GPU Clusters. CSE 2015: 17-26 - [c31]Qiang Lan, Namit Gaur, Johannes Langguth, Xing Cai
:
Towards Detailed Tissue-Scale 3D Simulations of Electrical Activity and Calcium Handling in the Human Cardiac Ventricle. ICA3PP (3) 2015: 79-92 - [c30]Ezhilmathi Krishnasamy, Mohammed Sourouri, Xing Cai
:
Multi-GPU Implementations of Parallel 3D Sweeping Algorithms with Application to Geological Folding. ICCS 2015: 1494-1503 - 2014
- [c29]Dafei Huang, Mei Wen, Changqing Xun, Dong Chen, Xing Cai
, Yuran Qiao, Nan Wu, Chunyuan Zhang:
Automated Transformation of GPU-Specific OpenCL Kernels Targeting Performance Portability on Multi-Core/Many-Core CPUs. Euro-Par 2014: 210-221 - [c28]Xinnan Dong, Jun Chai, Jing Yang, Mei Wen, Nan Wu, Xing Cai
, Chunyuan Zhang, Zhaoyun Chen:
Utilizing Multiple Xeon Phi Coprocessors on One Compute Node. ICA3PP (2) 2014: 68-81 - [c27]Johannes Langguth, Xing Cai
:
Heterogeneous CPU-GPU computing for the finite volume method on 3D unstructured meshes. ICPADS 2014: 191-199 - [c26]Mohammed Sourouri, Tor Gillberg, Scott B. Baden, Xing Cai
:
Effective multi-GPU communication using multiple CUDA streams and threads. ICPADS 2014: 981-986 - 2013
- [c25]Huayou Su, Nan Wu, Mei Wen, Chunyuan Zhang, Xing Cai
:
Performance of Sediment Transport Simulations on NVIDIA's Kepler Architecture. ICCS 2013: 1275-1281 - [c24]Huayou Su, Nan Wu, Mei Wen, Chunyuan Zhang, Xing Cai
:
On the GPU-CPU Performance Portability of OpenCL for 3D Stencil Computations. ICPADS 2013: 78-85 - [c23]Johannes Langguth, Nan Wu, Jun Chai, Xing Cai
:
On the GPU performance of cell-centered finite volume method over unstructured tetrahedral meshes. IA3@SC 2013: 7:1-7:8 - [c22]Huayou Su, Nan Wu, Mei Wen, Chunyuan Zhang, Xing Cai
:
On the GPU Performance of 3D Stencil Computations Implemented in OpenCL. ISC 2013: 125-135 - 2012
- [c21]Mei Wen, Huayou Su, Wenjie Wei, Nan Wu, Xing Cai
, Chunyuan Zhang:
Using 1000+ GPUs and 10000+ CPUs for Sedimentary Basin Simulations. CLUSTER 2012: 27-35 - [c20]Tor Gillberg, Mohammed Sourouri, Xing Cai
:
A New Parallel 3D Front Propagation Algorithm for Fast Simulation of Geological folds. ICCS 2012: 947-955 - 2011
- [c19]Didem Unat
, Xing Cai
, Scott B. Baden:
Mint: realizing CUDA performance in 3D stencil methods with annotated C. ICS 2011: 214-224 - [c18]Wenjie Wei, Omar al-Khayat, Xing Cai
:
An OpenMP-enabled parallel simulator for particle transport in fluid flows. ICCS 2011: 1475-1484 - 2010
- [c17]Stuart R. Clark
, Wenjie Wei, Xing Cai
:
Numerical Analysis of a Dual-Sediment Transport Model Applied to Lake Okeechobee, Florida. ISPDC 2010: 189-194 - 2009
- [c16]Pan Li, Wenjie Wei, Xing Cai
, Christian Soeller, Mark B. Cannell, Arun V. Holden:
Evolution of Intracellular Ca2+ Waves from about 10, 000 RyR Clusters: Towards Solving a Computationally Daunting Task. FIMH 2009: 11-20 - 2006
- [c15]Hans Petter Langtangen, Xing Cai:
On the Efficiency of Python for High-Performance Computing: A Case Study Involving Stencil Updates for Partial Differential Equations. HPSC 2006: 337-357 - [c14]Xing Cai, Hans Petter Langtangen:
Software Tools for Parallel CFD Applications: Minisymposium Abstract. PARA 2006: 665 - [c13]Xing Cai, Hans Petter Langtangen:
Making Hybrid Tsunami Simulators in a Parallel Software Framework. PARA 2006: 686-693 - 2005
- [c12]Osamu Tatebe, Laurence Tianruo Yang, H. Martin Bücker
, Xing Cai
:
Message from the Chairs. ICPP Workshops 2005: 80 - [c11]Xing Cai, Geir Kleivstul Pedersen, Hans Petter Langtangen, Sylfest Glimsdal:
Parallel Simulation of Tsunamis Using a Hybrid Software Approach. PARCO 2005: 383-390 - 2004
- [c10]Xing Cai
:
Improving the Performance of Large-Scale Unstructured PDE Applications. PARA 2004: 699-708 - 2003
- [c9]Xing Cai
, Masha Sosonkina:
A Numerical Study of Some Parallel Algebraic Preconditioners. IPDPS 2003: 258 - [c8]Xing Cai, Glenn Terje Lines, Aslak Tveito:
Parallel Solution of the Bidomain Equations with High Resolutions. PARCO 2003: 837-844 - 2002
- [c7]Xing Cai, Yousef Saad, Masha Sosonkina:
Parallel Iterative Methods in Modern Physical Applications. International Conference on Computational Science (2) 2002: 345-354 - [c6]Xing Cai, Glenn Terje Lines
:
Enabling Numerical and Software Technologies for Studying the Electrical Activity in Human Heart. PARA 2002: 3-17 - 2001
- [c5]Xing Cai, Åsmund Ødegård:
On the Performance of PC Clusters in Solving Partial Differential Equations. PP 2001 - 2000
- [c4]Xing Cai
, Åsmund Ødegård:
Parallel Simulation of 3D Nonlinear Acoustic Fields on a Linux-cluster. CLUSTER 2000: 185-192 - [c3]Noureddine Bouhmala, Xing Cai:
Partition of Unstructured Finite Element Meshes by a Multilevel Approach. PARA 2000: 187-195 - 1998
- [c2]Xing Cai:
Numerical Simulation of 3D Fully Nonlinear Water Waves on Parallel Computers. PARA 1998: 48-55 - 1997
- [c1]Are Magnus Bruaset, Xing Cai, Hans Petter Langtangen, Aslak Tveito
:
Numerical Solution of PDEs on Parallel Computers Utilizing Sequential Simulators. ISCOPE 1997: 161-168
Parts in Books or Collections
- 2010
- [p1]Anders Logg, Hans Petter Langtangen, Xing Cai:
Past and Future Perspectives on Scientific Software. Simula Research Laboratory 2010: 321-362
Editorship
- 2008
- [e1]Xing Cai, T.-C. Jim Yeh:
Quantitative Information Fusion for Hydrological Sciences. Studies in Computational Intelligence 79, Springer 2008, ISBN 978-3-540-75383-4 [contents]
Informal and Other Publications
- 2021
- [i6]Jérémie Lagravière, Johannes Langguth, Martina Prugger, Phuong Hoai Ha, Xing Cai:
A Newcomer In The PGAS World - UPC++ vs UPC: A Comparative Study. CoRR abs/2102.03614 (2021) - 2019
- [i5]Jérémie Lagravière, Johannes Langguth, Mohammed Sourouri, Phuong Hoai Ha, Xing Cai:
On the Performance and Energy Efficiency of the PGAS Programming Model on Multicore Architectures. CoRR abs/1912.12700 (2019) - [i4]Jérémie Lagravière, Johannes Langguth, Martina Prugger, Lukas Einkemmer, Phuong Hoai Ha, Xing Cai:
Performance optimization and modeling of fine-grained irregular communication in UPC. CoRR abs/1912.12701 (2019) - 2018
- [i3]Chunbiao Zhu, Xing Cai, Kan Huang, Thomas H. Li, Ge Li:
PDNet: Prior-model Guided Depth-enhanced Network for Salient Object Detection. CoRR abs/1803.08636 (2018) - [i2]Xiaoming Yu, Xing Cai, Zhenqiang Ying, Thomas H. Li, Ge Li:
SingleGAN: Image-to-Image Translation by a Single-Generator Network using Multiple Generative Adversarial Learning. CoRR abs/1810.04991 (2018) - 2010
- [i1]Jon K. Nilsen, Xing Cai, Bjorn Hoyland, Hans Petter Langtangen:
Simplifying Parallelization of Scientific Codes by a Function-Centric Approach in Python. CoRR abs/1002.0705 (2010)
Coauthor Index
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