Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Meces: Latency-efficient Rescaling via Prioritized State Migration for Stateful Distributed Stream Processing Systems.

[BibT_eX]

[DOI]

Rong Gu

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

NAS-CTR: Efficient Neural Architecture Search for Click-Through Rate Prediction.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

AutoGSR: Neural Architecture Search for Graph-based Session Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Evolutionary Automated Feature Engineering.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Knowledge-enhanced Black-box Attacks for Recommendations.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Learnable Pixel Clustering Via Structure and Semantic Dual Constraints for Unsupervised Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

PSP: Progressive Space Pruning for Efficient Graph Neural Architecture Search.

[BibT_eX]

[DOI]

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

Improving Visual Grounding with Visual-Linguistic Verification and Iterative Reasoning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Towards Self-supervised Learning on Graphs with Heterophily.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

DIFER: Differentiable Automated Feature Engineering.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Automated Machine Learning, 2022

Teacher-Guided Learning for Blind Image Quality Assessment.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Towards Efficient Distributed Subgraph Enumeration Via Backtracking-Based Framework.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Multi-Scale Low-Discriminative Feature Reactivation for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Alchemy: Distributed financial quantitative analysis system with high-level programming model.

[BibT_eX]

[DOI]

Softw. Pract. Exp., 2021

VSIM: Distributed local structural vertex similarity calculation on big graphs.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2021

SparkDQ: Efficient generic big data quality management on distributed data-parallel computation.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2021

Empirical analysis of performance bottlenecks in graph neural network training and inference with GPUs.

[BibT_eX]

[DOI]

Neurocomputing, 2021

PDNet: Towards Better One-stage Object Detection with Prediction Decoupling.

[BibT_eX]

[DOI]

CoRR, 2021

Teaching undergraduates to build real computer systems.

[BibT_eX]

[DOI]

Commun. ACM, 2021

Progressive AutoSpeech: An Efficient and General Framework for Automatic Speech Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

UniGPS: A Unified Programming Framework for Distributed Graph Processing.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Open-Book Video Captioning With Retrieve-Copy-Generate Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch.

[BibT_eX]

[DOI]

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

2020

STA-CNN: Convolutional Spatial-Temporal Attention Learning for Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Anisotropic Convolution for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Graph convolutional network with structure pooling and joint-wise channel attention for action recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

DIFER: Differentiable Automated Feature Engineering.

[BibT_eX]

[DOI]

CoRR, 2020

Distributed Subgraph Enumeration via Backtracking-based Framework.

[BibT_eX]

[DOI]

CoRR, 2020

Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization.

[BibT_eX]

[DOI]

CoRR, 2020

Object Relational Graph With Teacher-Recommended Learning for Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Correlation-aware partitioning for skewed range query optimization.

[BibT_eX]

[DOI]

World Wide Web, 2019

Efficient and Scalable Functional Dependency Discovery on Distributed Data-Parallel Platforms.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2019

Asymmetric 3D Convolutional Neural Networks for action recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

DGST: Efficient and scalable suffix tree construction on distributed data-parallel platforms.

[BibT_eX]

[DOI]

Parallel Comput., 2019

User-aware topic modeling of online reviews.

[BibT_eX]

[DOI]

Xiaojia Pu

Gangshan Wu

Chunfeng Yuan

Multim. Syst., 2019

Exploring overall opinions for document level sentiment classification with structural SVM.

[BibT_eX]

[DOI]

Xiaojia Pu

Gangshan Wu

Chunfeng Yuan

Multim. Syst., 2019

ForestLayer: Efficient training of deep forests on distributed task-parallel platforms.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2019

VATEX Captioning Challenge 2019: Multi-modal Information Fusion and Multi-stage Training Strategy for Video Captioning.

[BibT_eX]

[DOI]

CoRR, 2019

Adaptive cache policy scheduling for big data applications on distributed tiered storage system.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2019

Push-Based Network-efficient Hadoop YARN Scheduling Mechanism for In-Memory Computing.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

Multimodal Semantic Attention Network for Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

HyMJ: A Hybrid Structure-Aware Approach to Distributed Multi-way Join Query.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

BENU: Distributed Subgraph Enumeration with Backtracking-Based Framework.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Knowledge Distillation via Instance Relationship Graph.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Penguin: Efficient Query-Based Framework for Replaying Large Scale Historical Data.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2018

Context-Dependent Random Walk Graph Kernels and Tree Pattern Graph Matching Kernels With Applications to Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Dual Sticky Hierarchical Dirichlet Process Hidden Markov Model and Its Application to Natural Language Description of Motions.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Action unit detection and key frame selection for human activity prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Parallelizing Machine Learning Optimization Algorithms on Distributed Data-Parallel Platforms with Parameter Server.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Seal: Efficient Training Large Scale Statistical Machine Translation Models on Spark.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Interaction-Aware Spatio-Temporal Pyramid Attention Networks for Action Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Hierarchical Nonlinear Orthogonal Adaptive-Subspace Self-Organizing Map Based Feature Extraction for Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Diagnosing deep learning models for high accuracy age estimation from a single image.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Multi-View Multi-Instance Learning Based on Joint Sparse Representation and Multi-View Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Human activity prediction using temporally-weighted generalized time warping.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Sentiment analysis with the exploration of overall opinion sentences.

[BibT_eX]

[DOI]

Xiaojia Pu

Gangshan Wu

Chunfeng Yuan

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

AutoMJ: Towards Efficient Multi-way Join Query on Distributed Data-Parallel Platform.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

Diversity encouraging ensemble of convolutional networks for high performance action recognition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

SCNN: Sequential convolutional neural network for human action recognition in videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection from Videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Fusing ℝ Features and Local Features with Context-Aware Kernels for Action Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2016

Accelerating Big Data Applications on Tiered Storage System with Various Eviction Policies.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Hierarchical Bayesian Multiple Kernel Learning Based Feature Fusion for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2016

A Time-Cost Based Automatic Scheduling Framework for Matrix Computation on Various Distributed Computing Platforms.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Stock market prediction exploiting microblog sentiment analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Graph Based Skeleton Motion Representation and Similarity Measurement for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Online Human Action Detection Using Joint Classification-Regression Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

An Adaptive Partition-Based Caching Approach for Efficient Range Queries on Key-Value Data.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015

AutoRM: An effective approach for automatic Web data record mining.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Cichlid: Efficient Large Scale RDFS/OWL Reasoning with Spark.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

iPLAR: Towards Interactive Programming with Parallel Linear Algebra in R.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Parallel Training GBRT Based on KMeans Histogram Approximation for Big Data.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Multi-feature max-margin hierarchical Bayesian model for action recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Unified Programming Model and Software Framework for Big Data Machine Learning and Data Analytics.

[BibT_eX]

[DOI]

Proceedings of the 39th Annual Computer Software and Applications Conference, 2015

Efficient large scale distributed matrix computation with spark.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Modeling Geometric-Temporal Context With Directional Pyramid Co-Occurrence for Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Action Recognition Using Nonnegative Action Component Representation and Sparse Basis Selection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Learning Human Actions by Combining Global Dynamics and Local Appearance.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

SHadoop: Improving MapReduce performance by optimizing job execution mechanism in Hadoop clusters.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2014

Multi-feature and DAG-Based Multi-tree Matching Algorithm for Automatic Web Data Mining.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

YAFIM: A Parallel Frequent Itemset Mining Algorithm with Spark.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Training Large Scale Deep Neural Networks on the Intel Xeon Phi Many-Core Coprocessor.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

A Hierarchical Model Based on Latent Dirichlet Allocation for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Human Action Recognition Based on Context-Dependent Graph Kernels.

[BibT_eX]

[DOI]

Baoxin Wu

Chunfeng Yuan

Weiming Hu

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Multi-target Tracking with Motion Context in Tensor Power Iteration.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

CinHBa: A Secondary Index with Hotscore Caching Policy on Key-Value Data Store.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014

Human Action Recognition Based on Oriented Motion Salient Regions.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013

Action recognition using linear dynamic systems.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

NEXIR: A Novel Web Extraction Rule Language toward a Three-Stage Web Data Extraction Model.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Mining activities using sticky multimodal dual hierarchical Dirichlet process hidden Markov model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Combining sparse appearance features and dense motion features via random forest for action detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

3D R Transform on Spatio-temporal Interest Points for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Multi-task Sparse Learning with Beta Process Prior for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Large Scale Nearest Neighbors Search Based on Neighborhood Graph.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advanced Cloud and Big Data, 2013

Parallel Approach and Platform for Large-Scale WEB Data Extraction.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advanced Cloud and Big Data, 2013

Discovering and Describing Activities by Trajectory Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Extraction Rule Language for Web Information Extraction and Integration.

[BibT_eX]

[DOI]

Proceedings of the 2013 10th Web Information System and Application Conference, 2013

Layered and Weighted Tree Matching Algorithm for Automatic Web Data Records Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2013 10th Web Information System and Application Conference, 2013

2012

Supervised class-specific dictionary learning for sparse modeling in action recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Parallelized Similarity Flooding Algorithm for Processing Large Scale Graph Datasets with MapReduce.

[BibT_eX]

[DOI]

Jian Zhang

Chunfeng Yuan

Yihua Huang

Proceedings of the 13th International Conference on Parallel and Distributed Computing, 2012

Parallelized Near-Duplicate Document Detection Algorithm for Large Scale Chinese Web Pages.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Parallel and Distributed Computing, 2012

Performance Optimization for Short MapReduce Job Execution in Hadoop.

[BibT_eX]

[DOI]

Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

2011

Parallelization of BLAST with MapReduce for Long Sequence Alignment.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Symposium on Parallel Architectures, 2011

PSON: A Parallelized SON Algorithm with MapReduce for Mining Frequent Sets.

[BibT_eX]

[DOI]

Tao Xiao

Chunfeng Yuan

Yihua Huang

Proceedings of the Fourth International Symposium on Parallel Architectures, 2011

Space-time neighborhood based hierarchical descriptor for action recognition.

[BibT_eX]

[DOI]

Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010

Prototype Learning Using Metric Learning Based Behavior Recognition.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Event Recognition Based on Top-Down Motion Attention.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Spatio-Temporal Proximity Distribution Kernels for Action Recognition.

[BibT_eX]

Proceedings of the IEEE International Conference on Acoustics, 2010

Top-Down Cues for Event Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2010, 2010

2009

Improvements on Teaching Methods and Contents for the "Computer Organization and Architecture" Curriculum.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Scalable Computing and Communications / Eighth International Conference on Embedded Computing, 2009

Human Action Recognition Using Pyramid Vocabulary Tree.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2009

Human Action Recognition under Log-Euclidean Riemannian Metric.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2009

2004

Fault Resilience of Structured P2P Systems.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems, 2004

Chunfeng Yuan

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