Dongsheng Li

IEEE Trans. Knowl. Data Eng., 2022

Online Learning Bipartite Matching with Non-stationary Distributions.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

Gradient Descent Learning With Floats.

[BibT_eX]

[DOI]

Ke Tang

IEEE Trans. Cybern., 2022

ParaX : Bandwidth-Efficient Instance Assignment for DL on Multi-NUMA Many-Core CPUs.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2022

Text Generation From Data With Dynamic Planning.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2022

SIFTER: A Framework for Robust Rumor Detection.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2022

General nonconvex total variation and low-rank regularizations: Model, algorithm and applications.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Adaptive Temporal Difference Learning With Linear Function Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Fixed-Size Objects Encoding for Visual Relationship Detection.

[BibT_eX]

[DOI]

Neural Process. Lett., 2022

Sign Stochastic Gradient Descents without bounded gradient assumption for the finite sum minimization.

[BibT_eX]

[DOI]

Neural Networks, 2022

Learning to classify relations between entities from noisy data - A meta instance reweighting approach.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

A Unified Generative Framework based on Prompt Learning for Various Information Extraction Tasks.

[BibT_eX]

[DOI]

CoRR, 2022

ConvFormer: Closing the Gap Between CNN and Vision Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

Learning Convolutional Neural Networks in the Frequency Domain.

[BibT_eX]

[DOI]

CoRR, 2022

DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation.

[BibT_eX]

[DOI]

CoRR, 2022

UENAS: A Unified Evolution-based NAS Framework.

[BibT_eX]

[DOI]

CoRR, 2022

BRGraph: An efficient graph neural network training system by reusing batch data on GPU.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2022

Distant context aware text generation from abstract meaning representation.

[BibT_eX]

[DOI]

Appl. Intell., 2022

Relational Context Enhanced Dual Path Reasoning for Fact Prediction in Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the IEEE Smartworld, 2022

Accelerating Sample-based GNN Training by Feature Caching on GPUs.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Smart Cloud, SmartCloud 2022, 2022

vGraph: Memory-Efficient Multicore Graph Processing for Traversal-Centric Algorithms.

[BibT_eX]

[DOI]

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Finite-Time Analysis of Adaptive Temporal Difference Learning with Deep Neural Networks.

[BibT_eX]

[DOI]

Bao Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Deep-to-Bottom Weights Decay: A Systemic Knowledge Review Learning Technique for Transformer Layers in Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2022

SCGraph: Accelerating Sample-based GNN Training by Staged Caching of Features on GPUs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Event Coreference Resolution based on Convolutional Siamese network and Circle Loss.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Similarity-Driven Adaptive Prototypical Network for Class-incremental Few-shot Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

EmbRace: Accelerating Sparse Communication for Distributed Training of Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 51st International Conference on Parallel Processing, 2022

MLPs: Efficient Training of MiniGo on Large-scale Heterogeneous Computing System.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

Adaptive Random Walk Gradient Descent for Decentralized Optimization.

[BibT_eX]

[DOI]

Bao Wang

Proceedings of the International Conference on Machine Learning, 2022

Cross-Modal Knowledge Distillation in Multi-Modal Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

FAST: A Scalable Subgraph Matching Framework over Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Emotion-Aware Multimodal Pre-training for Image-Grounded Emotional Response Generation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

Social Bot-Aware Graph Neural Network for Early Rumor Detection.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

AutoPipe: A Fast Pipeline Parallelism Approach with Balanced Partitioning and Micro-batch Slicing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2022

HPH: Hybrid Parallelism on Heterogeneous Clusters for Accelerating Large-scale DNNs Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2022

Unsupervised Hierarchical Graph Pooling via Substructure-Sensitive Mutual Information Maximization.

[BibT_eX]

[DOI]

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

2021

GraphA: Efficient Partitioning and Storage for Distributed Graph Computation.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2021

Optimizing Resource Allocation for Data-Parallel Jobs Via GCN-Based Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

Nonergodic Complexity of Proximal Inertial Gradient Descents.

[BibT_eX]

[DOI]

Linbo Qiao

IEEE Trans. Neural Networks Learn. Syst., 2021

Novel Convergence Results of Adaptive Stochastic Gradient Descents.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Coordinative Scheduling of Computation and Communication in Data-Parallel Systems.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2021

Effective and Efficient Content Redundancy Detection of Web Videos.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2021

A survey of script learning.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2021

pdlADMM: An ADMM-based framework for parallel deep learning training with efficiency.

[BibT_eX]

[DOI]

Neurocomputing, 2021

SASG: Sparsification with Adaptive Stochastic Gradients for Communication-efficient Distributed Learning.

[BibT_eX]

[DOI]

Xiaoge Deng

CoRR, 2021

EmbRace: Accelerating Sparse Communication for Distributed Training of NLP Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Training Deep Neural Networks with Adaptive Momentum Inspired by the Quadratic Optimization.

[BibT_eX]

[DOI]

CoRR, 2021

S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Tiny Network for Recognition-Oriented Face Image Quality Assessment.

[BibT_eX]

[DOI]

CoRR, 2021

Elastic scheduler: Heterogeneous and dynamic deep Learning in the cloud.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2021

QRDF: An efficient RDF graph processing system for fast query.

[BibT_eX]

[DOI]

Menghan Jia

Dong-sheng Li

Concurr. Comput. Pract. Exp., 2021

Graph Pooling via Coarsened Graph Infomax.

[BibT_eX]

[DOI]

Yunsheng Pang

Yunxiang Zhao

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

Densely Connected Graph Attention Network Based on Iterative Path Reasoning for Document-Level Relation Extraction.

[BibT_eX]

[DOI]

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

CED-BGFN: Chinese Event Detection via Bidirectional Glyph-Aware Dynamic Fusion Network.

[BibT_eX]

[DOI]

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

Improved Partitioning Graph Embedding Framework for Small Cluster.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2021

Rumor Verification on Social Media with Stance-Aware Recursive Tree.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2021

Syntactic Enhanced Projection Network for Few-Shot Chinese Event Extraction.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2021

PCGraph: Accelerating GNN Inference on Large Graphs via Partition Caching.

[BibT_eX]

[DOI]

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

Accelerate Graph Neural Network Training by Reusing Batch Data on GPUs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Performance, 2021

A Neural Ranker for Open-Domain Question Answering via Sentence-Level Jump Encoding.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Hippie: A Data-Paralleled Pipeline Approach to Improve Memory-Efficiency and Scalability for Large DNN Training.

[BibT_eX]

[DOI]

Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

HMA: An Efficient Training Method for NLP Models.

[BibT_eX]

[DOI]

Proceedings of the ICIAI 2021: 2021 the 5th International Conference on Innovation in Artificial Intelligence, 2021

Prediction of the Cyanobacteria Coverage in Time-series Images based on Convolutional Neural Network.

[BibT_eX]

[DOI]

Xiangyu Ye

Zhiquan Lai

Proceedings of the ICCCV 2021: 4th International Conference on Control and Computer Vision, Macau, SAR, China, August 13, 2021

Inertial Proximal Deep Learning Alternating Minimization for Efficient Neutral Network Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Diversity and Consistency: Exploring Visual Question-Answer Pair Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2PGraph: Accelerating GNN Training over Large Graphs on GPU Clusters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2021

CASQ: Accelerate Distributed Deep Learning with Sketch-Based Gradient Quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2021

Multi-view Interaction Learning for Few-Shot Relation Classification.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Stability and Generalization of Decentralized Stochastic Gradient Descent.

[BibT_eX]

[DOI]

Bao Wang

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

2020

TopoX: Topology Refactorization for Minimizing Network Communication in Graph Computations.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2020

Unmanned aerial vehicle swarm distributed cooperation method based on situation awareness consensus and its information processing mechanism.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Deep reinforcement learning: a survey.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2020

Large-scale graph processing systems: a survey.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2020

Learning to select pseudo labels: a semi-supervised method for named entity recognition.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2020

An efficient parallel and distributed solution to nonconvex penalized linear SVMs.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2020

A novel target threat assessment method based on three-way decisions under intuitionistic fuzzy multi-attribute decision making environment.

[BibT_eX]

[DOI]

Dong-sheng Li

Hua Zhong

Eng. Appl. Artif. Intell., 2020

A Nonconvex Implementation of Sparse Subspace Clustering: Algorithm and Convergence Analysis.

[BibT_eX]

[DOI]

IEEE Access, 2020

ADMMiRNN: Training RNN with Stable Convergence via an Efficient ADMM Approach.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

A BERT-Based Semantic Matching Ranker for Open-Domain Question Answering.

[BibT_eX]

[DOI]

Proceedings of the NLPIR 2020: 4th International Conference on Natural Language Processing and Information Retrieval, 2020

Objectness Consistent Representation for Weakly Supervised Object Detection.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Tag Pollution Detection in Web Videos via Cross-Modal Relevance Estimation.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

Poster Abstract: Model Average-based Distributed Training for Sparse Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

ReLoca: Optimize Resource Allocation for Data-parallel Jobs using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Clustering-preserving Network Flow Sketching.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

DualGCN: Representation Learning for Property Graphs via Dual-level Convolutional Networks.

[BibT_eX]

[DOI]

Yulei Yang

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Attentional Fused Temporal Transformation Network for Video Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Reinforcement Learning-Based Virtual Machine Placement Strategy in Cloud Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

Optimizing FFT-Based Convolution on ARMv8 Multi-core CPUs.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2020: Parallel Processing, 2020

Rethinking Segmentation Guidance for Weakly Supervised Object Detection.

[BibT_eX]

[DOI]

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

Meta-Learning for Neural Relation Classification with Distant Supervision.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

BSE-MAML: Model Agnostic Meta-Reinforcement Learning via Bayesian Structured Exploration.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019

Cost-Efficient Consolidating Service for Aliyun's Cloud-Scale Computing.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2019

Leveraging Glocality for Fast Failure Recovery in Distributed RAM Storage.

[BibT_eX]

[DOI]

Ling Liu

ACM Trans. Storage, 2019

A Skewness-Aware Matrix Factorization Approach for Mesh-Structured Cloud Services.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2019

TopoX: Topology Refactorization for Efficient Graph Partitioning and Processing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Mini-batch cutting plane method for regularized risk minimization.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2019

Exploring frame segmentation networks for temporal action localization.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2019

Bregman reweighted alternating minimization and its application to image deblurring.

[BibT_eX]

[DOI]

Linbo Qiao

Inf. Sci., 2019

A consensus model for heterogeneous multi-attribute group decision making with several attribute sets.

[BibT_eX]

[DOI]

Dong-sheng Li

Expert Syst. Appl., 2019

XPipe: Efficient Pipeline Model Parallelism for Multi-GPU DNN Training.

[BibT_eX]

[DOI]

CoRR, 2019

Decentralized Markov Chain Gradient Descent.

[BibT_eX]

[DOI]

CoRR, 2019

Locality-Sensitive Sketching for Resilient Network Flow Monitoring.

[BibT_eX]

[DOI]

CoRR, 2019

IF-TTN: Information Fused Temporal Transformation Network for Video Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2019

Consensus evaluation method of multi-ground-target threat for unmanned aerial vehicle swarm based on heterogeneous group decision making.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2019

Understanding and Statically Detecting Synchronization Performance Bugs in Distributed Cloud Systems.

[BibT_eX]

[DOI]

IEEE Access, 2019

Person Re-Identification Based on Multi-Parts of Local Feature Network.

[BibT_eX]

[DOI]

IEEE Access, 2019

Diting: An Author Disambiguation Method Based on Network Representation Learning.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Large-Gap Clone Detection Approach Using Sequence Alignment via Dynamic Parameter Optimization.

[BibT_eX]

[DOI]

IEEE Access, 2019

Resilient Disaggregated Network Flow Monitoring.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019

General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Correction to: A Distributed Topic Model for Large-Scale Streaming Text.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2019

A Distributed Topic Model for Large-Scale Streaming Text.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2019

Branch scheduling: dag-aware scheduling for speeding up data-parallel jobs.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Quality of Service, 2019

Author Disambiguation through Adversarial Network Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Heavy-ball Algorithms Always Escape Saddle Points.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

HPDL: Towards a General Framework for High-performance Distributed Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Geometry Guided Feature Aggregation in Video Face Recognition.

[BibT_eX]

[DOI]

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

Towards Precise End-to-End Weakly Supervised Object Detection Network.

[BibT_eX]

[DOI]

Ke Yang

Yong Dou

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

Correlation Congruence for Knowledge Distillation.

[BibT_eX]

[DOI]

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

Iteratively Reweighted Penalty Alternating Minimization Methods with Continuation for Image Deblurring.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Rise the Momentum: A Method for Reducing the Training Error on Multiple GPUs.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2019

URSA: Hybrid Block Storage for Cloud-Scale Virtual Disks.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany, March 25-28, 2019, 2019

A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Exploring Pre-trained Language Models for Event Extraction and Generation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Non-Ergodic Convergence Analysis of Heavy-Ball Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Read + Verify: Machine Reading Comprehension with Unanswerable Questions.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

meGautz: A High Capacity, Fault-Tolerant and Traffic Isolated Modular Datacenter Network.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2018

Every Timestamp Counts: Accurate Tracking of Network Latencies Using Reconcilable Difference Aggregator.

[BibT_eX]

[DOI]

Yongquan Fu

Pere Barlet-Ros

IEEE/ACM Trans. Netw., 2018

CSR: Classified Source Routing in Distributed Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2018

基于样本权重更新的不平衡数据集成学习方法 (Ensemble Learning Method for Imbalanced Data Based on Sample Weight Updating).

[BibT_eX]

[DOI]

Shengling Chen

Siqi Shen

计算机科学, 2018

Predicting the implicit and the explicit video popularity in a User Generated Content site with enhanced social features.

[BibT_eX]

[DOI]

Comput. Networks, 2018

UAV Swarm Cooperative Situation Perception Consensus Evaluation Method Based on Three-Parameter Interval Number and Heronian Mean Operator.

[BibT_eX]

[DOI]

IEEE Access, 2018

KylinX: A Dynamic Library Operating System for Simplified and Efficient Cloud Virtualization.

[BibT_eX]

[DOI]

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

Multitask Learning for Chinese Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Frame Segmentation Networks for Temporal Action Localization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

MFM: A Multi-level Fused Sequence Matching Model for Candidates Filtering in Multi-paragraphs Question-Answering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Deep Discriminative Clustering Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Asynchronous Bundle Method for Large-Scale Regularized Risk Minimization.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Quick Survey on Large Scale Distributed Deep Learning Systems.

[BibT_eX]

[DOI]

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

Temporal Pyramid Relation Network for Video-Based Gesture Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Continuous Proximity Detection via Predictive Safe Region Construction.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

The Fusion of VMs and Processes: A System Perspective of cKernel.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

PruX: Communication Pruning of Parallel BFS in the Graph 500 Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

An Empirical Study of Face Recognition under Variations.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Pcatch: automatically detecting performance cascading bugs in cloud systems.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth EuroSys Conference, 2018

Attention-Guided Answer Distillation for Machine Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

A Network-embedding Based Method for Author Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

An Experimental Perspective for Computation-Efficient Neural Networks Training.

[BibT_eX]

[DOI]

Proceedings of the Advanced Computer Architecture - 12th Conference, 2018

Exploring Temporal Preservation Networks for Precise Temporal Action Localization.

[BibT_eX]

[DOI]

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

2017

CubicRing: Exploiting Network Proximity for Distributed In-Memory Key-Value Store.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2017

Efficient parallel implementation of a density peaks clustering algorithm on graphics processing unit.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2017

TPC: Temporal Preservation Convolutional Networks for Precise Temporal Action Localization.

[BibT_eX]

[DOI]

CoRR, 2017

An Analysis on a YouTube-like UGC site with Enhanced Social Features.

[BibT_eX]

[DOI]

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

PARIX: Speculative Partial Writes in Erasure-Coded Systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 USENIX Annual Technical Conference, 2017

CubeX: Leveraging glocality of cube-based networks for RAM-based key-value store.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Rate-aware flow scheduling for commodity data center networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

SES-LSH: Shuffle-Efficient Locality Sensitive Hashing for Distributed Similarity Search.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Fast Compressive Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

GraphA: Adaptive Partitioning for Natural Graphs.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

S-OHEM: Stratified Online Hard Example Mining for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

2016

Pegasus: a distributed and load-balancing fingerprint identification system.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2016

VirtMan: design and implementation of a fast booting system for homogeneous virtual machines in iVCE.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2016

An Efficient MapReduce Computing Model for Imprecise Applications.

[BibT_eX]

[DOI]

Int. J. Web Serv. Res., 2016

Large-scale virtual machines provisioning in clouds: challenges and approaches.

[BibT_eX]

[DOI]

Zhaoning Zhang

Kui Wu

Frontiers Comput. Sci., 2016

Weakly supervised object detection using pseudo-strong labels.

[BibT_eX]

[DOI]

CoRR, 2016

Best Effort Task Scheduling for Data Parallel Jobs.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

DSS: A Scalable and Efficient Stratified Sampling Algorithm for Large-Scale Datasets.

[BibT_eX]

[DOI]

Proceedings of the Network and Parallel Computing, 2016

Shuffle-efficient distributed Locality Sensitive Hashing on spark.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

OPTAS: Decentralized flow monitoring and scheduling for tiny tasks.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

A mobile recommendation system based on logistic regression and Gradient Boosting Decision Trees.

[BibT_eX]

[DOI]

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

On the Expandability and Fidelity of Distributed Line Graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2016

SMARTPARTITION: Efficient Partitioning for Natural Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

Efficient Semantic-Aware Coflow Scheduling for Data-Parallel Jobs.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

2015

Joint VM placement and topology optimization for traffic scalability in dynamic datacenter networks.

[BibT_eX]

[DOI]

Comput. Networks, 2015

Design, Implementation and Evaluation of an Application-Layer Virtualized Network.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Symposium on Service-Oriented System Engineering, 2015

CubicRing: Enabling One-Hop Failure Detection and Recovery for Distributed In-Memory Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Partial Clones for Stragglers in MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computation in Big Data Era, 2015

FLOWPROPHET: Generic and Accurate Traffic Prediction for Data-Parallel Cluster Computing.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

DFIS: A Scalable Distributed Fingerprint Identification System.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Pallas: An Application-Driven Task and Network Simulation Framework.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

Efficient Distributed Data Clustering on Spark.

[BibT_eX]

[DOI]

Jia Li

Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

2014

VMThunder: Fast Provisioning of Large-Scale Virtual Machine Clusters.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2014

MapCheckReduce: An Improved MapReduce Computing Model for Imprecise Applications.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2013

Internet-based Virtual Computing Environment: Beyond the data center as a computer.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2013

OPTAS: Optimal Data Placement in MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

Efficient Bulk Loading to Accelerate Spatial Keyword Queries.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

2012

SCautz: a high performance and fault-tolerant datacenter network for modular datacenters.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2012

2011

Efficient range query processing over DHTs based on the balanced Kautz tree.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2011

Survey of DHT topology construction techniques in virtual computing environments.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2011

2010

Enabling routing control in a DHT.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2010

Embedded DHT overlays in virtual computing environments.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2010

Superscalar communication: A runtime optimization for distributed applications.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2010

Automatic Concurrency Management for distributed applications.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE Symposium on Computers and Communications, 2010

2009

Efficient Range Query Processing in Peer-to-Peer Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

A peer-to-peer IO buffering service based on RAM-grid.

[BibT_eX]

[DOI]

Rui Chu

Int. J. Auton. Adapt. Commun. Syst., 2009

SKY: efficient peer-to-peer networks based on distributed Kautz graphs.

[BibT_eX]

[DOI]

Sci. China Ser. F Inf. Sci., 2009

DHT-Based Range Query Processing for Web Service Discovery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2009

2008

Flexible Routing in Grouped DHTs.

[BibT_eX]

[DOI]

Proceedings of the Proceedings P2P'08, 2008

Distributed Line Graphs: A Universal Framework for Building DHTs Based on Arbitrary Constant-Degree Graphs.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

2007

PIBUS: A Network Memory-Based Peer-to-Peer IO Buffering Service.

[BibT_eX]

[DOI]

Proceedings of the NETWORKING 2007. Ad Hoc and Sensor Networks, 2007

NCRS: A Network RAM-Based Computational Resource Sharing Grid.

[BibT_eX]

[DOI]

Proceedings of the Network Control and Optimization, 2007

Collaborative Search in Large-scale Unstructured Peer-to-Peer Networks.

[BibT_eX]

[DOI]

Proceedings of the 2007 International Conference on Parallel Processing (ICPP 2007), 2007

2006

Delay-Bounded Range Queries in DHT-based Peer-to-Peer Systems.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), 2006

DRWT: An Efficient Random Walk Algorithm for Unstructured P2P Networks.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing and Networking, 8th International Conference, 2006

2005

A novel constant degree and constant congestion DHT scheme for peer-to-peer networks.

[BibT_eX]

[DOI]

Sci. China Ser. F Inf. Sci., 2005

FISSIONE: a scalable constant degree and low congestion DHT scheme based on Kautz graphs.

[BibT_eX]

[DOI]

Jie Wu

Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Topology Construction and Resource Discovery in Peer-to-Peer Networks.

[BibT_eX]

[DOI]

Chuanfu Xu

Proceedings of the Handbook on Theoretical and Algorithmic Aspects of Sensor, 2005

2004

Graph-Theoretic Analysis of Kautz Topology and DHT Schemes.

[BibT_eX]

[DOI]

Jinshu Su

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2004

Topology and Resource Discovery in Peer-to-Peer Overlay Networks.

[BibT_eX]

[DOI]

Nong Xiao