Yongchao Liu

Guanjun Wang

Peng Liu

Reliab. Eng. Syst. Saf., January, 2024

Distributed stochastic compositional optimization problems over directed networks.

[BibT_eX]

[DOI]

Comput. Optim. Appl., January, 2024

Confidence region for distributed stochastic optimization problem via stochastic gradient tracking method.

[BibT_eX]

[DOI]

Autom., January, 2024

Integer Is Enough: When Vertical Federated Learning Meets Rounding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Mapping Photovoltaic Panels in Coastal China Using Sentinel-1 and Sentinel-2 Images and Google Earth Engine.

[BibT_eX]

[DOI]

Remote. Sens., August, 2023

Dynamic event-triggered adaptive neural control for MIMO nonlinear systems via a single parameter learning method.

[BibT_eX]

[DOI]

Guibing Zhu

Inf. Sci., July, 2023

Event-Triggered Adaptive Neural Network Control for Stochastic Nonlinear Systems With State Constraints and Time-Varying Delays.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., April, 2023

Neural network-based adaptive asymptotic tracking of nonstrict feedback nonlinear systems with state constraints.

[BibT_eX]

[DOI]

Int. J. Control, February, 2023

Event-triggered adaptive fuzzy asymptotic control design for uncertain stochastic nonlinear systems.

[BibT_eX]

[DOI]

Trans. Inst. Meas. Control, 2023

Towards swarm optimization techniques for power communication systems and smart grid environments.

[BibT_eX]

[DOI]

J. High Speed Networks, 2023

Tracking control based on adaptive Bernstein polynomial approximation for a class of unknown nonlinear dynamic systems.

[BibT_eX]

[DOI]

Guoxing Wen

J. Frankl. Inst., 2023

Adaptive fuzzy asymptotic control design for MIMO nonlinear systems with state constraints.

[BibT_eX]

[DOI]

J. Control. Decis., 2023

Event-triggered adaptive fuzzy control for stochastic nonlinear time-delay systems.

[BibT_eX]

[DOI]

Uday Kumar Reddy Vengalam

Xing Fan

Fuzzy Sets Syst., 2023

Efficient LDPC Decoding using Physical Computation.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Aspect Heterogeneous Graph Augmentation.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

AGD: an Auto-switchable Optimizer using Stepwise Gradient Difference for Preconditioning Matrix.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Supporting Energy-based Learning with an Ising Machine substrate: a Case Study on RBM.

[BibT_eX]

[DOI]

Uday Kumar Reddy Vengalam

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

Sharpness-Aware Minimization Revisited: Weighted Sharpness as a Regularization Term.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Adaptive Neural Network Asymptotic Tracking Control for Autonomous Surface Vehicles.

[BibT_eX]

[DOI]

Qingzhi Wang

Baozeng Fu

Proceedings of the 6th IEEE International Conference on Industrial Cyber-Physical Systems, 2023

A Windowed Stochastic Learning Automaton Algorithm for Directional Neighbor Discovery.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

TEA: A General-Purpose Temporal Graph Random Walk Engine.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth European Conference on Computer Systems, 2023

FAF: A Risk Detection Framework on Industry-Scale Graphs.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

G-Sparse: Compiler-Driven Acceleration for Generalized Sparse Computation for Graph Neural Networks on Modern GPUs.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Parallel Architectures and Compilation Techniques, 2023

2022

Stochastic Approximation Methods for the Two-Stage Stochastic Linear Complementarity Problem.

[BibT_eX]

[DOI]

SIAM J. Optim., September, 2022

Adaptive Tracking Control for Perturbed Strict-Feedback Nonlinear Systems Based on Optimized Backstepping Technique.

[BibT_eX]

[DOI]

Guoxing Wen

IEEE Trans. Neural Networks Learn. Syst., 2022

Adaptive Fuzzy Finite-Time Control for Nonstrict-Feedback Nonlinear Systems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Asymptotic properties of dual averaging algorithm for constrained distributed stochastic optimization.

[BibT_eX]

[DOI]

Xing-Min Chen

Syst. Control. Lett., 2022

Mapping Coastal Aquaculture Ponds of China Using Sentinel SAR Images in 2020 and Google Earth Engine.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Event-based adaptive neural network asymptotic control design for nonstrict feedback nonlinear system with state constraints.

[BibT_eX]

[DOI]

Zixuan Liu

Neural Comput. Appl., 2022

Confidence regions of two-stage stochastic linear complementarity problems.

[BibT_eX]

[DOI]

Wuwenqing Yan

Int. Trans. Oper. Res., 2022

Adaptive neural network asymptotic control design for MIMO nonlinear systems based on event-triggered mechanism.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Adaptive fuzzy asymptotic control for switched nonlinear systems with state constraints.

[BibT_eX]

[DOI]

Int. J. Syst. Sci., 2022

Event-Triggered Adaptive Fuzzy Tracking Control for Uncertain Nonlinear Systems with Time-Delay and State Constraints.

[BibT_eX]

[DOI]

Circuits Syst. Signal Process., 2022

Bring orders into uncertainty: enabling efficient uncertain graph processing via novel path sampling on multi-accelerator systems.

[BibT_eX]

[DOI]

Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

Parameter Design and Stability Analysis of Virtual Synchronous Generator for Integrated Energy System.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Information Technologies and Electrical Engineering, 2022

TeGraph: A Novel General-Purpose Temporal Graph Computing Engine.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

T-GCN: A Sampling Based Streaming Graph Neural Network System with Hybrid Architecture.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022

2021

Taking the Pulse of Financial Activities with Online Graph Processing.

[BibT_eX]

[DOI]

ACM SIGOPS Oper. Syst. Rev., 2021

Adaptive neural network asymptotic tracking control for nonstrict feedback stochastic nonlinear systems.

[BibT_eX]

[DOI]

Neural Networks, 2021

Adaptive fuzzy backstepping control for nonstrict feedback nonlinear systems with time-varying state constraints and backlash-like hysteresis.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Fuzzy approximation-based adaptive finite-time control for nonstrict feedback nonlinear systems with state constraints.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Event-triggered adaptive fuzzy control for switched nonlinear systems with state constraints.

[BibT_eX]

[DOI]

Ning Zhao

Inf. Sci., 2021

Neural network-based asymptotic tracking control design for stochastic nonlinear systems.

[BibT_eX]

[DOI]

Int. J. Syst. Sci., 2021

Adaptive fuzzy event-triggered control for nonstrict-feedback switched stochastic nonlinear systems with state constraints.

[BibT_eX]

[DOI]

Int. J. Syst. Sci., 2021

GIPA: General Information Propagation Algorithm for Graph Learning.

[BibT_eX]

[DOI]

CoRR, 2021

GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy.

[BibT_eX]

[DOI]

CoRR, 2021

Adaptive Neural Network Asymptotic Tracking for Nonstrict-Feedback Switched Nonlinear Systems.

[BibT_eX]

[DOI]

Proceedings of the 2021 International Conference on Security, 2021

Path-based Deep Network for Candidate Item Matching in Recommenders.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Adaptive Optimizers with Sparse Group Lasso for Neural Networks in CTR Prediction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Heterogeneous Graph Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Order Regularization on Ordinal Loss for Head Pose, Age and Gaze Estimation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Evaluation of Vegetation Index-Based Curve Fitting Models for Accurate Classification of Salt Marsh Vegetation Using Sentinel-2 Time-Series.

[BibT_eX]

[DOI]

Sensors, 2020

Adaptive neural network finite-time tracking control of full state constrained pure feedback stochastic nonlinear systems.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2020

Adaptive neural network control for time-varying state constrained nonlinear stochastic systems with input saturation.

[BibT_eX]

[DOI]

Guoxing Wen

Inf. Sci., 2020

Woodpecker-DL: Accelerating Deep Neural Networks via Hardware-Aware Multifaceted Optimizations.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Kmerind: A Flexible Parallel Library for K-mer Indexing of Biological Sequences on Distributed Memory Systems.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Morphological Characteristics of Tidal Creeks in the Central Coastal Region of Jiangsu, China, Using LiDAR.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Discrete Approximation and Quantification in Distributionally Robust Optimization.

[BibT_eX]

[DOI]

Alois Pichler

Math. Oper. Res., 2019

A Generalized and Robust Method Towards Practical Gaze Estimation on Smart Phone.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

LightSpMV: Faster CUDA-Compatible Sparse Matrix-Vector Multiplication Using Compressed Sparse Rows.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2018

Partial Error Bound Conditions and the Linear Convergence Rate of the Alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

SIAM J. Numer. Anal., 2018

Distributionally robust optimization with matrix moment constraints: Lagrange duality and cutting plane methods.

[BibT_eX]

[DOI]

Hailin Sun

Math. Program., 2018

Synchronisation control for ships in underway replenishment based on dynamic surface control.

[BibT_eX]

[DOI]

Jialu Du

Xin Hu

Int. J. Autom. Control., 2018

Distributionally robust equilibrium for continuous games: Nash and Stackelberg models.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2018

Bilateral Linear Operator for Period Noise Image De-noising.

[BibT_eX]

[DOI]

Weirong Zhou

Yunjie Zhang

Proceedings of the 2nd International Conference on Computer Science and Application Engineering, 2018

2017

Distributionally Robust Reward-Risk Ratio Optimization with Moment Constraints.

[BibT_eX]

[DOI]

Rudabeh Meskarian

SIAM J. Optim., 2017

Primal-dual hybrid gradient method for distributionally robust optimization problems.

[BibT_eX]

[DOI]

Oper. Res. Lett., 2017

Parallelized Kendall's Tau Coefficient Computation via SIMD Vectorized Sorting On Many-Integrated-Core Processors.

[BibT_eX]

[DOI]

CoRR, 2017

A greedy alignment-free distance estimator for phylogenetic inference.

[BibT_eX]

[DOI]

Sharma V. Thankachan

Sriram P. Chockalingam

Ambujam Krishnan

Christopher Felix Krombholz

BMC Bioinform., 2017

AFS: identification and quantification of species composition by metagenomic sequencing.

[BibT_eX]

[DOI]

Thomas Hankeln

Bioinform., 2017

SWhybrid: A Hybrid-Parallel Framework for Large-Scale Protein Sequence Database Search.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

PUNAS: A Parallel Ungapped-Alignment-Featured Seed Verification Algorithm for Next-Generation Sequencing Read Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

Pattern classification based on the combination of the selected sources of evidence.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Information Fusion, 2017

CUSHAW Suite: Parallel and Efficient Algorithms for NGS Read Alignment.

[BibT_eX]

[DOI]

Proceedings of the Algorithms for Next-Generation Sequencing Data, Techniques, 2017

2016

Parallel and Space-Efficient Construction of Burrows-Wheeler Transform and Suffix Array for Big Genome Data.

[BibT_eX]

[DOI]

Thomas Hankeln

IEEE ACM Trans. Comput. Biol. Bioinform., 2016

Bit-parallel approximate pattern matching: Kepler GPU versus Xeon Phi.

[BibT_eX]

[DOI]

Tuan Tu Tran

Parallel Comput., 2016

ALFRED: A Practical Method for Alignment-Free Distance Computation.

[BibT_eX]

[DOI]

Sharma V. Thankachan

Sriram P. Chockalingam

Alberto Apostolico

J. Comput. Biol., 2016

LightScan: Faster Scan Primitive on CUDA Compatible Manycore Processors.

[BibT_eX]

[DOI]

CoRR, 2016

SNVSniffer: an integrated caller for germline and somatic single-nucleotide and indel mutations.

[BibT_eX]

[DOI]

BMC Syst. Biol., 2016

MSAProbs-MPI: parallel multiple sequence aligner for distributed-memory systems.

[BibT_eX]

[DOI]

Jorge González-Domínguez

Juan Touriño

Bioinform., 2016

Parallel Pairwise Correlation Computation on Intel Xeon Phi Clusters.

[BibT_eX]

[DOI]

Tony Pan

Proceedings of the 28th International Symposium on Computer Architecture and High Performance Computing, 2016

2015

GSWABE: faster GPU-accelerated sequence alignment with optimal alignment retrieval for short DNA sequences.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2015

A greedy alignment-free distance estimator for phylogenetic inference (extended abstract).

[BibT_eX]

[DOI]

Sharma V. Thankachan

Sriram P. Chockalingam

Ambujam Krishnan

Proceedings of the 5th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2015

SNVSniffer: An integrated caller for germline and somatic SNVs based on Bayesian models.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

LightSpMV: Faster CSR-based sparse matrix-vector multiplication on CUDA-enabled GPUs.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Application-specific Systems, 2015

2014

Entropic Approximation for Mathematical Programs with Robust Equilibrium Constraints.

[BibT_eX]

[DOI]

SIAM J. Optim., 2014

Quantitative Stability Analysis of Stochastic Generalized Equations.

[BibT_eX]

[DOI]

Werner Römisch

SIAM J. Optim., 2014

Least Square Fast Learning Network for modeling the combustion efficiency of a 300WM coal-fired boiler.

[BibT_eX]

[DOI]

Neural Networks, 2014

CUSHAW2-GPU: Empowering Faster Gapped Short-Read Alignment Using GPU Computing.

[BibT_eX]

[DOI]

IEEE Des. Test, 2014

HECTOR: a parallel multistage homopolymer spectrum based error corrector for 454 sequencing data.

[BibT_eX]

[DOI]

BMC Bioinform., 2014

Bit-Parallel Approximate Pattern Matching on the Xeon Phi Coprocessor.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing, 2014

Parameter Design for Efficient Link Utilization in Chaos-Based Transmission Rate Control.

[BibT_eX]

[DOI]

Proceedings of the Second International Symposium on Computing and Networking, 2014

SWAPHI-LS: Smith-Waterman Algorithm on Xeon Phi coprocessors for Long DNA Sequences.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

SWAPHI: Smith-waterman protein database search on Xeon Phi coprocessors.

[BibT_eX]

[DOI]

Proceedings of the IEEE 25th International Conference on Application-Specific Systems, 2014

2013

Stability analysis of stochastic programs with second order dominance constraints.

[BibT_eX]

[DOI]

Math. Program., 2013

CUDASW++ 3.0: accelerating Smith-Waterman protein database search by coupling CPU and GPU SIMD instructions.

[BibT_eX]

[DOI]

Adrianto Wirawan

BMC Bioinform., 2013

Musket: a multistage k-mer spectrum-based error corrector for Illumina sequence data.

[BibT_eX]

[DOI]

Jan Schröder

Bioinform., 2013

Stability Analysis of parametric generalized equations and Applications.

[BibT_eX]

[DOI]

Asia Pac. J. Oper. Res., 2013

Faster GPU-Accelerated Smith-Waterman Algorithm with Alignment Backtracking for Short DNA Sequences.

[BibT_eX]

[DOI]

Proceedings of the Parallel Processing and Applied Mathematics, 2013

2012

Design and implementation of parallel bioinformatics algorithms on heterogeneous computing architectures

[BibT_eX]

[DOI]

PhD thesis, 2012

Stability Analysis of One Stage Stochastic Mathematical Programs with Complementarity Constraints.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., 2012

A framework and its empirical study of automatic diagnosis of traditional Chinese medicine utilizing raw free-text clinical records.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2012

CUSHAW: a CUDA compatible short read aligner to large genomes based on the Burrows-Wheeler transform.

[BibT_eX]

[DOI]

Bioinform., 2012

Long read alignment based on maximal exact match seeds.

[BibT_eX]

[DOI]

Bioinform., 2012

Evaluation of GPU-based Seed Generation for Computational Genomics Using Burrows-Wheeler Transform.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2011

Stability Analysis of Two-Stage Stochastic Mathematical Programs with Complementarity Constraints via NLP Regularization.

[BibT_eX]

[DOI]

SIAM J. Optim., 2011

Penalized Sample Average Approximation Methods for Stochastic Mathematical Programs with Complementarity Constraints.

[BibT_eX]

[DOI]

Jane J. Ye

Math. Oper. Res., 2011

Stochastic mathematical programs with hybrid equilibrium constraints.

[BibT_eX]

[DOI]

Jin Zhang

J. Comput. Appl. Math., 2011

Parallelized short read assembly of large genomes using de Bruijn graphs.

[BibT_eX]

[DOI]

BMC Bioinform., 2011

DecGPU: distributed error correction on massively parallel graphics processing units using CUDA and MPI.

[BibT_eX]

[DOI]

BMC Bioinform., 2011

CompleteMOTIFs: DNA motif discovery platform for transcription factor binding experiments.

[BibT_eX]

[DOI]

Lakshmi Kuttippurathu

Bioinform., 2011

Convergence Analysis of a Regularized Sample Average Approximation Method for Stochastic Mathematical Programs with complementarity Constraints.

[BibT_eX]

[DOI]

Asia Pac. J. Oper. Res., 2011

An Ultrafast Scalable Many-Core Motif Discovery Algorithm for Multiple GPUs.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Mapping of BLASTP Algorithm onto GPU Clusters.

[BibT_eX]

[DOI]

Wolfgang Müller-Wittig

Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011

2010

CUDA-MEME: Accelerating motif discovery in biological sequences using CUDA-enabled graphics processing units.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2010

MSAProbs: multiple sequence alignment based on pair hidden Markov models and partition function posterior probabilities.

[BibT_eX]

[DOI]

Bioinform., 2010

2009

Parallel reconstruction of neighbor-joining trees for large multiple sequence alignments using CUDA.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

MSA-CUDA: Multiple Sequence Alignment on Graphics Processing Units with CUDA.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Application-Specific Systems, 2009

2007

Optimizing Parameters of Fuzzy c-Means Clustering Algorithm.

[BibT_eX]

[DOI]