Bin Ren

Haohan Chen

Proceedings of the ICMLSC '21: 2021 The 5th International Conference on Machine Learning and Soft Computing, 2021

Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search.

[BibT_eX]

[DOI]

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

Research and Dynamic Demonstration Test of One-Point to Multi-Point Space Laser Communication System.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Advanced Infocomm Technology, 2021

HEALS: A Parallel eALS Recommendation System on CPU/GPU Heterogeneous Platforms.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021

Neural Pruning Search for Real-Time Object Detection of Autonomous Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration.

[BibT_eX]

[DOI]

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

Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation.

[BibT_eX]

[DOI]

Hao Tang

Nicu Sebe

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Speaker recognition with voice evoked EEG.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications.

[BibT_eX]

[DOI]

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2021

RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices.

[BibT_eX]

[DOI]

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

A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices.

[BibT_eX]

[DOI]

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

YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design.

[BibT_eX]

[DOI]

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

2020

NVGraph: Enforcing Crash Consistency of Evolving Network Analytics in NVMM Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2020

Trajectory-Tracking-Based Adaptive Neural Network Sliding Mode Controller for Robot Manipulators.

[BibT_eX]

[DOI]

Yao Wang

Jiayu Chen

J. Comput. Inf. Sci. Eng., 2020

A Gait Trajectory Control Scheme Through Successive Approximation Based on Radial Basis Function Neural Networks for the Lower Limb Exoskeleton Robot.

[BibT_eX]

[DOI]

J. Comput. Inf. Sci. Eng., 2020

An improved torque sensorless speed control method for electric assisted bicycle with consideration of coordinate conversion.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2020

Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device.

[BibT_eX]

[DOI]

CoRR, 2020

6.7ms on Mobile with over 78% ImageNet Accuracy: Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration.

[BibT_eX]

[DOI]

CoRR, 2020

An Efficient End-to-End Deep Learning Training Framework via Fine-Grained Pattern-Based Pruning.

[BibT_eX]

[DOI]

CoRR, 2020

Achieving Real-Time Execution of Transformer-based Large-scale Models on Mobile with Compiler-aware Neural Architecture Optimization.

[BibT_eX]

[DOI]

CoRR, 2020

Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices.

[BibT_eX]

[DOI]

CoRR, 2020

CoCoPIE: Making Mobile AI Sweet As PIE -Compression-Compilation Co-Design Goes a Long Way.

[BibT_eX]

[DOI]

CoRR, 2020

A Privacy-Preserving DNN Pruning and Mobile Acceleration Framework.

[BibT_eX]

[DOI]

CoRR, 2020

RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

A Survey on 3D Skeleton-Based Action Recognition Using Learning Method.

[BibT_eX]

[DOI]

CoRR, 2020

BLK-REW: A Unified Block-based DNN Pruning Framework using Reweighted Regularization Method.

[BibT_eX]

[DOI]

CoRR, 2020

An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices.

[BibT_eX]

[DOI]

CoRR, 2020

Adaptive Visually Servoed Tracking Control for Wheeled Mobile Robot with Uncertain Model Parameters in Complex Environment.

[BibT_eX]

[DOI]

Complex., 2020

Petascale XCT: 3D image reconstruction with hierarchical communications on multi-GPU nodes.

[BibT_eX]

[DOI]

Mert Hidayetoglu

Tekin Bicer

Simon Garcia De Gonzalo

Proceedings of the International Conference for High Performance Computing, 2020

COMET: A Domain-Specific Compilation of High-Performance Computational Chemistry.

[BibT_eX]

[DOI]

Erdal Mutlu

Ruiqin Tian

Roberto Gioiosa

Jacques Pienaar

Gokcen Kestor

Proceedings of the Languages and Compilers for Parallel Computing, 2020

Prober: Practically Defending Overflows with Page Protection.

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[DOI]

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Parallelizing pruned landmark labeling: dealing with dependencies in graph algorithms.

[BibT_eX]

[DOI]

Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020

Compiler aided checkpointing using crash-consistent data structures in NVMM systems.

[BibT_eX]

[DOI]

Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020

On Efficient Constructions of Checkpoints.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Grouped Temporal Enhancement Module for Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

A Privacy-Preserving-Oriented DNN Pruning and Mobile Acceleration Framework.

[BibT_eX]

[DOI]

Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

ATMem: adaptive data placement in graph applications on heterogeneous memories.

[BibT_eX]

[DOI]

Proceedings of the CGO '20: 18th ACM/IEEE International Symposium on Code Generation and Optimization, 2020

PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning.

[BibT_eX]

[DOI]

Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020

PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Extracting SIMD Parallelism from Recursive Task-Parallel Programs.

[BibT_eX]

[DOI]

Shruthi Balakrishna

Youngjoon Jo

Kunal Agrawal

Milind Kulkarni

ACM Trans. Parallel Comput., 2019

Pruned Landmark Labeling Meets Vertex Centric Computation: A Surprisingly Happy Marriage!

[BibT_eX]

[DOI]

CoRR, 2019

26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone.

[BibT_eX]

[DOI]

CoRR, 2019

A Hybrid Adaptive Control Strategy for Industrial Robotic Joints.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Novel Robust Finite-Time Trajectory Control With the High-Order Sliding Mode for Human-Robot Cooperation.

[BibT_eX]

[DOI]

Yao Wang

Jiayu Chen

IEEE Access, 2019

MemXCT: memory-centric X-ray CT reconstruction with massive parallelization.

[BibT_eX]

[DOI]

Mert Hidayetoglu

Tekin Biçer

Simon Garcia De Gonzalo

Proceedings of the International Conference for High Performance Computing, 2019

Transforming Query Sequences for High-Throughput B+ Tree Processing on Many-Core Processors.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2019

Enforcing Crash Consistency of Evolving Network Analytics in Non-Volatile Main Memory Systems.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

A Transactional Framework for Broadening Access to Geo-Diversification.

[BibT_eX]

[DOI]

Jared Polonitza

David Chiu

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018

Uplink pattern division multiple access in 5G systems.

[BibT_eX]

[DOI]

IET Commun., 2018

Towards the Standardization of Non-orthogonal Multiple Access for Next Generation Wireless Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Toward the Standardization of Non-Orthogonal Multiple Access for Next Generation Wireless Networks.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

Microphone Array Acoustic Source Localization system based on Deep Learning.

[BibT_eX]

[DOI]

Junhao Ding

Nengheng Zheng

Proceedings of the 11th International Symposium on Chinese Spoken Language Processing, 2018

Graphphi: efficient parallel graph processing on emerging throughput-oriented architectures.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

2017

Pattern Division Multiple Access - A Novel Nonorthogonal Multiple Access for Fifth-Generation Radio Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

Performance Analysis of Cooperative Pattern Division Multiple Access (Co-PDMA) in Uplink Network.

[BibT_eX]

[DOI]

Wanwei Tang

Shaoli Kang

IEEE Access, 2017

Link Performance Estimation Technique for PDMA Uplink System.

[BibT_eX]

[DOI]

IEEE Access, 2017

Exploiting Vector and Multicore Parallelism for Recursive, Data- and Task-Parallel Programs.

[BibT_eX]

[DOI]

Kunal Agrawal

Milind Kulkarni

Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

Real-Time Data Analysis and Autonomous Steering of Synchrotron Light Source Experiments.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016

User-Assisted Store Recycling for Dynamic Task Graph Schedulers.

[BibT_eX]

[DOI]

Mehmet Can Kurt

ACM Trans. Archit. Code Optim., 2016

The monitoring and managing application of cloud computing based on Internet of Things.

[BibT_eX]

[DOI]

Shiliang Luo

Comput. Methods Programs Biomed., 2016

User-assisted storage reuse determination for dynamic task graphs.

[BibT_eX]

[DOI]

Mehmet Can Kurt

Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2016

On the Impact of Widening Vector Registers on Sequence Alignment.

[BibT_eX]

[DOI]

Jeffrey Daily

Ananth Kalyanaraman

Proceedings of the 45th International Conference on Parallel Processing, 2016

Advanced IDD receiver for PDMA uplink system.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/CIC International Conference on Communications in China, 2016

MicroSpec: Speculation-Centric Fine-Grained Parallelization for FSM Computations.

[BibT_eX]

[DOI]

Junqiao Qiu

Zhijia Zhao

Proceedings of the 2016 International Conference on Parallel Architectures and Compilation, 2016

2015

Efficient execution of recursive programs on commodity vector hardware.

[BibT_eX]

[DOI]

Youngjoon Jo

Kunal Agrawal

Milind Kulkarni

Proceedings of the 36th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2015

Automatic and Efficient Data Host-Device Communication for Many-Core Coprocessors.

[BibT_eX]

[DOI]

Proceedings of the Languages and Compilers for Parallel Computing, 2015

Low-Overhead Fault-Tolerance Support Using DISC Programming Model.

[BibT_eX]

[DOI]

Mehmet Can Kurt

Proceedings of the Languages and Compilers for Parallel Computing, 2015

Efficient and Simplified Parallel Graph Processing over CPU and MIC.

[BibT_eX]

[DOI]

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

2014

A Portable Optimization Engine for Accelerating Irregular Data-Traversal Applications on SIMD Architectures.

[BibT_eX]

[DOI]

Todd Mytkowicz

ACM Trans. Archit. Code Optim., 2014

Approximation for Option Prices under Uncertain Volatility.

[BibT_eX]

[DOI]

Jean-Pierre Fouque

SIAM J. Financial Math., 2014

An Improved Intelligent Ant Colony Algorithm for the Reliability Optimization Problem in Cyber-Physical Systems.

[BibT_eX]

[DOI]

J. Softw., 2014

Medical Monitoring and Managing Application of the Information Service Cloud System Based on Internet of Things.

[BibT_eX]

[DOI]

Shiliang Luo

Lianglun Cheng

J. Softw., 2014

Practical Swarm Optimization based Fault-Tolerance Algorithm for the Internet of Things.

[BibT_eX]

[DOI]

Shiliang Luo

Lianglun Cheng

KSII Trans. Internet Inf. Syst., 2014

Automating and optimizing data transfers for many-core coprocessors.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Supercomputing, 2014

A programming system for xeon phis with runtime SIMD parallelization.

[BibT_eX]

[DOI]

Xin Huo

Proceedings of the 2014 International Conference on Supercomputing, 2014

2013

Dual-channel chaos laser communication system based on fiber link with dispersion compensation scheme.

[BibT_eX]

[DOI]

Hui-jie Liu

Jiu-chao Feng

Proceedings of the 22nd Wireless and Optical Communication Conference, 2013

SIMD parallelization of applications that traverse irregular data structures.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE/ACM International Symposium on Code Generation and Optimization, 2013

2012

Fine-grained parallel traversals of irregular data structures.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2012

2011

Which DTN CLP is best for long-delay cislunar communications with channel-rate asymmetry?

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2011

Translating Chapel to Use FREERIDE: A Case Study in Using an HPC Language for Data-Intensive Computing.

[BibT_eX]

[DOI]

Bradford L. Chamberlain

Steven J. Deitz

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

Interplanetary Overlay Network (ION) for Long-Delay Communications with Asymmetric Channel Rates.

[BibT_eX]

[DOI]

Ruhai Wang

Vivek Dave

Ramakrishna Bhavanthula

Qinyu Zhang

Jia Hou

Liulei Zhou

Proceedings of IEEE International Conference on Communications, 2011

Compiling Dynamic Data Structures in Python to Enable the Use of Multi-core and Many-core Libraries.

[BibT_eX]

[DOI]