Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

An Efficient Channel-level Pruning for CNNs without Fine-tuning.

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[DOI]

Zhongtian Xu

Jingwei Sun

Yunjie Liu

Guangzhong Sun

Proceedings of the International Joint Conference on Neural Networks, 2021

DSP-PIGAN: A Precision-Consistency Machine Learning Algorithm for Solving Partial Differential Equations.

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[DOI]

Yunzhuo Wang

Hao Sun

Guangzhong Sun

Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021

SCG_FBS: A Code Grading Model for Students' Program in Programming Education.

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[DOI]

Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021

Active Learning for Concept Prerequisite Learning in Wikipedia.

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[DOI]

Xinying Hu

Yu He

Guangzhong Sun

Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021

Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation.

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[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Automated Performance Modeling of HPC Applications Using Machine Learning.

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[DOI]

IEEE Trans. Computers, 2020

A Solution to Privacy Preservation in Publishing Human Trajectories.

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[DOI]

Xianming Li

Guangzhong Sun

KSII Trans. Internet Inf. Syst., 2020

Fast Training of POI Recommendation Models Using Gradient Compression.

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[DOI]

Proceedings of the Spatial Data and Intelligence - First International Conference, 2020

KRED: Knowledge-Aware Document Representation for News Recommendations.

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[DOI]

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Using Small-Scale History Data to Predict Large-Scale Performance of HPC Application.

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[DOI]

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

An Active Learning Method for Empirical Modeling in Performance Tuning.

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[DOI]

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

Assessing Student Contributions in Wiki-based Collaborative Writing System.

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[DOI]

Tianyu Hu

Guangzhong Sun

Zhongtian Xu

Proceedings of the 13th International Conference on Educational Data Mining, 2020

KT-XL: A Knowledge Tracing Model for Predicting Learning Performance Based on Transformer-XL.

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[DOI]

Proceedings of the ACM TUR-C'20: ACM Turing Celebration Conference, 2020

2019

Fast and Accurate Knowledge-Aware Document Representation Enhancement for News Recommendations.

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[DOI]

CoRR, 2019

Accelerating Rule-matching Systems with Learned Rankers.

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[DOI]

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

Constructing Skeleton for Parallel Applications with Machine Learning Methods.

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[DOI]

Proceedings of the 48th International Conference on Parallel Processing, 2019

News Graph: An Enhanced Knowledge Graph for News Recommendation.

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[DOI]

Proceedings of the Second Workshop on Knowledge-aware and Conversational Recommender Systems, 2019

CLS-PROG: an intelligent tool for classifying programs in online judge systems.

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[DOI]

Yigong Pan

Guangzhong Sun

Proceedings of the ACM Turing Celebration Conference - China, 2019

A cognitive diagnosis framework based on peer assessment.

[BibT_eX]

[DOI]

Yu He

Xinying Hu

Guangzhong Sun

Proceedings of the ACM Turing Celebration Conference - China, 2019

2018

Students performance modeling based on behavior pattern.

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[DOI]

J. Ambient Intell. Humaniz. Comput., 2018

Metis: Robustly Tuning Tail Latencies of Cloud Systems.

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[DOI]

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems.

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[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach.

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[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

The framework of a new online judge system for programming education.

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[DOI]

Proceedings of ACM Turing Celebration Conference - China, 2018

2017

Robust Spammer Detection in Microblogs: Leveraging User Carefulness.

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[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Restaurant Survival Analysis with Heterogeneous Information.

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[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

CCCFNet: A Content-Boosted Collaborative Filtering Neural Network for Cross Domain Recommender Systems.

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[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Poor performance discovery of college students based on behavior pattern.

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[DOI]

Proceedings of the 2017 IEEE SmartWorld, 2017

A Multifaceted Model for Cross Domain Recommendation Systems.

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[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2017

Automated Performance Modeling Based on Runtime Feature Detection and Machine Learning.

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[DOI]

Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

2016

SPLZ: An efficient algorithm for single source shortest path problem using compression method.

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[DOI]

Jingwei Sun

Guangzhong Sun

GeoInformatica, 2016

Predicting Social Status via Social Networks: A Case Study on University, Occupation, and Region.

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[DOI]

CoRR, 2016

Build Smart Campus Using Human Behavioral Data.

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[DOI]

Guangzhong Sun

Yinghua Zhou

Jing Li

Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

2015

Highlights from ACM SIGSPATIAL China chapter in 2014.

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[DOI]

Guangzhong Sun

Yang Yue

Xing Xie

ACM SIGSPATIAL Special, 2015

A Scheme for Activity Trajectory Dataset Publishing with Privacy Preserved.

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[DOI]

Xianming Li

Shen Wei

Guangzhong Sun

Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Lifting the Predictability of Human Mobility on Activity Trajectories.

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[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

Highlights from ACM SIGSPATIAL China Chapter in 2013.

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[DOI]

Guangzhong Sun

ACM SIGSPATIAL Special, 2014

A dynamic path planning algorithm for multi-core navigation device.

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[DOI]

Simin Cheng

Yinghua Zhou

Guangzhong Sun

Proceedings of the International Conference on Smart Computing, 2014

A Novel Density Based Clustering Algorithm and its Parallelization.

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[DOI]

Proceedings of the 15th International Conference on Parallel and Distributed Computing, 2014

A Parallel Implementation of Acoustic Propagation Model on Cloud Platform.

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[DOI]

Proceedings of the Sixth International Symposium on Parallel Architectures, 2014

GeoMF: joint geographical modeling and matrix factorization for point-of-interest recommendation.

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[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

A Novel Dummy-Based Mechanism to Protect Privacy on Trajectories.

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[DOI]

Xichen Wu

Guangzhong Sun

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2013

A New Progressive Algorithm for a Multiple Longest Common Subsequences Problem and Its Efficient Parallelization.

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[DOI]

IEEE Trans. Parallel Distributed Syst., 2013

T-Drive: Enhancing Driving Directions with Taxi Drivers' Intelligence.

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[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Design, Conduct and Analysis of a Biased Voting Experiment on Human Behavior.

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[DOI]

Cong Zhao

Guangzhong Sun

Ye Tian

Proceedings of the Behavior and Social Computing, 2013

An Efficient Pre-computation Technique for Approximation Distance Query in Road Networks.

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[DOI]

Qiang Fu

Guangzhong Sun

Zhong Zhang

Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach.

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[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Efficient processing of top-k queries: selective NRA algorithms.

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[DOI]

J. Intell. Inf. Syst., 2012

Users sleeping time analysis based on micro-blogging data.

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[DOI]

Haoran Yu

Guangzhong Sun

Min Lv

Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Improve Indirect Branch Prediction with Private Cache in Dynamic Binary Translation.

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[DOI]

Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

2011

Parallel and SIMD Optimization of Image Feature Extraction.

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[DOI]

Ming Qi

Guangzhong Sun

Guoliang Chen

Proceedings of the International Conference on Computational Science, 2011

Performance Optimization of Top-k Queries on GPU.

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[DOI]

Tao Luo

Guangzhong Sun

Guoliang Chen

Proceedings of the Fourth International Symposium on Parallel Architectures, 2011

Driving with knowledge from the physical world.

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[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Where to find my next passenger.

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[DOI]

Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

2010

Parallelization and optimization of Mfold on shared memory system.

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[DOI]

Parallel Comput., 2010

Drive Smartly as a Taxi Driver.

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[DOI]

Proceedings of the Symposia and Workshops on Ubiquitous, 2010

Efficient Pipelining Parallel Methods for Image Compositing in Sort-Last Rendering.

[BibT_eX]

[DOI]

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2010

An Interactive-Voting Based Map Matching Algorithm.

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[DOI]

Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Protecting Privacy in Location-Based Services Using K-Anonymity without Cloaked Region.

[BibT_eX]

[DOI]

Neil Zhenqiang Gong

Guangzhong Sun

Xing Xie

Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Efficient Parallel Top-k Computation Algorithm Using Symmetry Breaking.

[BibT_eX]

[DOI]

Chao Wu

Guangzhong Sun

Guo-Liang Chen

Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2010

T-drive: driving directions based on taxi trajectories.

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[DOI]

Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

CkNN monitoring based on parallel pre-computing.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

2009

A New Approach for Analyzing Average Time Complexity of Population-Based Evolutionary Algorithms on Unimodal Problems.

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[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2009

Selective-NRA Algorithms for Top-k Queries.

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[DOI]

Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

Efficient Top-<i>k</i> Query Algorithms Using <i>K</i>-Skyband Partition.

[BibT_eX]

[DOI]

Proceedings of the Scalable Information Systems, 4th International ICST Conference, 2009

Parallel Algorithms for Solving Markov Decision Process.

[BibT_eX]

[DOI]

Qi Zhang

Guangzhong Sun

Yinlong Xu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2009

An efficient pre-computation technique for approximation KNN search in road networks.

[BibT_eX]

[DOI]

Guangzhong Sun

Zhong Zhang

Jing Yuan

Proceedings of the 2009 International Workshop on Location Based Social Networks, 2009

Distributed Pipeline Programming Framework for State-Based Pattern.

[BibT_eX]

[DOI]

Guangzhong Sun

Guoliang Chen

Proceedings of the Eighth International Conference on Grid and Cooperative Computing, 2009

2008

Improving stability for peer-to-peer multicast overlays by active measurements.

[BibT_eX]

[DOI]

J. Syst. Archit., 2008

2007

Models of parallel computation: a survey and classification.

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[DOI]

Frontiers Comput. Sci. China, 2007

Adaptive Scheduling Strategy for Data Stream Management System.

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[DOI]

Proceedings of the Advances in Data and Web Management, 2007

Study on Parallel Machine Scheduling Problem with Buffer.

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[DOI]

Proceedings of the Proceeding of the Second International Multi-Symposium of Computer and Computational Sciences (IMSCCS 2007), 2007

Single Data Copying for MPI Communication Optimization on Shared Memory System.

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[DOI]

Proceedings of the Computational Science, 2007

A Selective Push Algorithm for Cooperative Cache Consistency Maintenance over MANETs.

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[DOI]

Proceedings of the Embedded and Ubiquitous Computing, International Conference, 2007

2006

Study on Parallel Computing.

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[DOI]

J. Comput. Sci. Technol., 2006

Improved algorithm for finding next-to-shortest paths.

[BibT_eX]

[DOI]

Shisheng Li

Guangzhong Sun

Guoliang Chen

Inf. Process. Lett., 2006

Study on Scheduling Strategy for Global Computing Application.

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[DOI]

Proceedings of the Seventh International Conference on Parallel and Distributed Computing, 2006

Job Scheduling for Campus-scale Global Computing with Machine Availability Constraints.

[BibT_eX]

[DOI]

Guangzhong Sun

Jiulong Shan

Guoliang Chen

Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006

An Effective Scheduling Algorithm for Homogeneous System.

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[DOI]

Proceedings of the Grid and Cooperative Computing, 2006

2005

Incentives for Participating in a Hybrid Peer-to-Peer System.

[BibT_eX]

[DOI]

Guangzhong Sun

Guoliang Chen

Junmin Wu

Proceedings of the Sixth International Conference on Parallel and Distributed Computing, 2005

2004

VAST: A Service Based Resource Integration System for Grid Society.

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[DOI]

Proceedings of the Parallel and Distributed Processing and Applications, 2004

Guangzhong Sun

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