Lei Deng

According to our database1, Lei Deng authored at least 139 papers between 2001 and 2019.

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Bibliography

2019
L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks.
IEEE Trans. Neural Netw. Learning Syst., 2019

Device-to-Device Load Balancing for Cellular Networks.
IEEE Trans. Communications, 2019

KATZLGO: Large-Scale Prediction of LncRNA Functions by Using the KATZ Measure Based on Multiple Networks.
IEEE/ACM Trans. Comput. Biology Bioinform., 2019

Integrating Multiple Heterogeneous Networks for Novel LncRNA-Disease Association Inference.
IEEE/ACM Trans. Comput. Biology Bioinform., 2019

Dynamic Spectrum Allocation for Heterogeneous Cognitive Radio Networks With Multiple Channels.
IEEE Systems Journal, 2019

Cache-aided multi-hop UAV-relaying networks.
Physical Communication, 2019

Simulated Analysis of Modeling of Driving Behavior Characteristics Based on Satellite Positioning Data.
JACIII, 2019

An enhanced convolutional neural network with enlarged receptive fields for fault diagnosis of planetary gearboxes.
Computers in Industry, 2019

Balancing Memory Accesses for Energy-Efficient Graph Analytics Accelerators.
Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

Dynamic Sparse Graph for Efficient Deep Learning.
Proceedings of the 7th International Conference on Learning Representations, 2019

CNNWire: Boosting Convolutional Neural Network with Winograd on ReRAM based Accelerators.
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

KPynq: A Work-Efficient Triangle-Inequality Based K-Means on FPGA.
Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

Memory Trojan Attack on Neural Network Accelerators.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Direct Training for Spiking Neural Networks: Faster, Larger, Better.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
A Subband Radiometric Calibration Method for UAV-Based Multispectral Remote Sensing.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

A Simple Graphene NH3 Gas Sensor via Laser Direct Writing.
Sensors, 2018

GXNOR-Net: Training deep neural networks with ternary weights and activations without full-precision memory under a unified discretization framework.
Neural Networks, 2018

Delay-Constrained Input-Queued Switch.
IEEE Journal on Selected Areas in Communications, 2018

Towards the minimum-cost control of target nodes in directed networks with linear dynamics.
J. Franklin Institute, 2018

Robust video-based face recognition via M-estimator and image set collaborative representation.
IJWMIP, 2018

Training deep neural networks with discrete state transition.
Neurocomputing, 2018

Probing the functions of long non-coding RNAs by exploiting the topology of global association and interaction network.
Computational Biology and Chemistry, 2018

PDRLGB: precise DNA-binding residue prediction using a light gradient boosting machine.
BMC Bioinformatics, 2018

Ontological function annotation of long non-coding RNAs through hierarchical multi-label classification.
Bioinformatics, 2018

Computational identification of binding energy hot spots in protein-RNA complexes using an ensemble approach.
Bioinformatics, 2018

SDADB: a functional annotation database of protein structural domains.
Database, 2018

Towards a Unified Framework of Matrix Derivatives.
IEEE Access, 2018

Crossbar-Aware Neural Network Pruning.
IEEE Access, 2018

Controllability and Optimal Control of Higher-Order Incomplete Boolean Control Networks With Impulsive Effects.
IEEE Access, 2018

An Optimal Algorithm for Online Non-Convex Learning.
Proceedings of the Abstracts of the 2018 ACM International Conference on Measurement and Modeling of Computer Systems, 2018

HitNet: Hybrid Ternary Recurrent Neural Network.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

TETRIS: TilE-matching the TRemendous Irregular Sparsity.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Delay-Constrained Input-Queued Switch.
Proceedings of the Nineteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2018

XPredRBR: Accurate and Fast Prediction of RNA-Binding Residues in Proteins Using eXtreme Gradient Boosting.
Proceedings of the Bioinformatics Research and Applications - 14th International Symposium, 2018

A Tale of Two Metrics in Network Delay Optimization.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Optimal Demand-Aware Ride-Sharing Routing.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Optimizing Cuckoo Feature Selection Algorithm with the New Initialization Strategy and Fitness Function.
Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

On the Asymptotic Performance of Delay-Constrained Slotted ALOHA.
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

Secure Optical Communication System Based on ASE Noise with No Need for Key Distribution.
Proceedings of the 10th International Conference on Advanced Infocomm Technology, 2018

High-Speed Optical Secure Communication System Using Phase Modulated Random Noise.
Proceedings of the 10th International Conference on Advanced Infocomm Technology, 2018

On Stability Condition of Wireless Networked Control Systems under Joint Design of Control Policy and Network Scheduling Policy.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Exploring Disease Similarity by Integrating Multiple Data Sources.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Timely Wireless Flows With General Traffic Patterns: Capacity Region and Scheduling Algorithms.
IEEE/ACM Trans. Netw., 2017

A Novel Approach for Coarse-to-Fine Windthrown Tree Extraction Based on Unmanned Aerial Vehicle Images.
Remote Sensing, 2017

Incentivizing Device-to-Device Load Balancing for Cellular Networks: An Online Auction Design.
IEEE Journal on Selected Areas in Communications, 2017

A boosting approach for prediction of protein-RNA binding residues.
BMC Bioinformatics, 2017

A sparse autoencoder-based deep neural network for protein solvent accessibility and contact number prediction.
BMC Bioinformatics, 2017

On the min-max-delay problem: NP-completeness, algorithm, and integrality gap.
Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Joint bidding and geographical load balancing for datacenters: Is uncertainty a blessing or a curse?
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

BiRWLGO: A global network-based strategy for lncRNA function annotation using bi-random walk.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Combining diffusion and HeteSim features for accurate prediction of protein-lncRNA interactions.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
Incremental image set querying based localization.
Neurocomputing, 2016

Building change detection with RGB-D map generated from UAV images.
Neurocomputing, 2016

Production planning with remanufacturing and back-ordering in a cooperative multi-factory environment.
Int. J. Computer Integrated Manufacturing, 2016

Hierarchical Chunking of Sequential Memory on Neuromorphic Architecture with Reduced Synaptic Plasticity.
Front. Comput. Neurosci., 2016

PredRSA: a gradient boosted regression trees approach for predicting protein solvent accessibility.
BMC Bioinformatics, 2016

Dynamic spectrum allocation for heterogeneous cognitive radio network.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

Timely wireless flows with arbitrary traffic patterns: Capacity region and scheduling algorithms.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Utility maximization for uplink MU-MIMO: Combining spectral-energy efficiency and fairness.
Proceedings of the European Conference on Networks and Communications, 2016

Energy-efficient timely transportation of long-haul heavy-duty trucks.
Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21, 2016

Second Chance works out better: Saving more for data center operator in open energy market.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

PredRBR: Accurate Prediction of RNA-Binding Residues in proteins using Gradient Tree Boosting.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015
An Integrated Framework for Functional Annotation of Protein Structural Domains.
IEEE/ACM Trans. Comput. Biology Bioinform., 2015

Improved POLSAR Image Classification by the Use of Multi-Feature Combination.
Remote Sensing, 2015

Use of Sub-Aperture Decomposition for Supervised PolSAR Classification in Urban Area.
Remote Sensing, 2015

Optimization of gear blank preforms based on a new R-GPLVM model utilizing GA-ELM.
Knowl.-Based Syst., 2015

Robust energy-efficient power loading for MIMO system under imperfect CSI.
IJSNet, 2015

Image set querying based localization.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

FPGA-based neuromorphic computing system with a scalable routing network.
Proceedings of the 2015 15th Non-Volatile Memory Technology Symposium (NVMTS), 2015

A new computing rule for neuromorphic engineering.
Proceedings of the 2015 15th Non-Volatile Memory Technology Symposium (NVMTS), 2015

Tracking Public Concerns: How Mobile Service Providers Understand Their Users?
Proceedings of the 2015 IEEE International Conference on Mobile Services, MS 2015, New York City, NY, USA, June 27, 2015

Device-to-Device Load Balancing for Cellular Networks.
Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

Technical Efficiency and Traceability Information Transfer: Evidence from Grape Producers of Four Provinces in China.
Proceedings of the Computer and Computing Technologies in Agriculture IX, 2015

Building change detection based on 3D reconstruction.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Building a Big Data Analytics Service Framework for Mobile Advertising and Marketing.
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

2014
Improved Building Extraction With Integrated Decomposition of Time-Frequency and Entropy-Alpha Using Polarimetric SAR Data.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

Surveillance of a 2D Plane Area with 3D Deployed Cameras.
Sensors, 2014

PredHS: a web server for predicting protein-protein interaction hot spots by using structural neighborhood properties.
Nucleic Acids Research, 2014

Multi-objective optimization model for multi-project scheduling on critical chain.
Advances in Engineering Software, 2014

Cluster-Based Cooperative Spectrum Sensing Assignment Strategy in Cognitive Radio Networks.
Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

Building On-demand Marketing SaaS for Crowdsourcing.
Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014

A Multi-Instance Multi-Label Learning Approach for Protein Domain Annotation.
Proceedings of the Intelligent Computing in Bioinformatics - 10th International Conference, 2014

Structure-Based Prediction of Protein Phosphorylation Sites Using an Ensemble Approach.
Proceedings of the Intelligent Computing in Bioinformatics - 10th International Conference, 2014

2013
PrePPI: a structure-informed database of protein-protein interactions.
Nucleic Acids Research, 2013

Mode Selection and Power Optimization for Energy Efficiency in Uplink Virtual MIMO Systems.
IEEE Journal on Selected Areas in Communications, 2013

Boosting Prediction Performance of Protein-Protein Interaction Hot Spots by Using Structural Neighborhood Properties.
Journal of Computational Biology, 2013

A Unified Energy Efficiency and Spectral Efficiency Tradeoff Metric in Wireless Networks.
IEEE Communications Letters, 2013

Boosting Prediction Performance of Protein-Protein Interaction Hot Spots by Using Structural Neighborhood Properties - (Extended Abstract).
Proceedings of the Research in Computational Molecular Biology, 2013

A new distortion/content-dependent video quality index (DCVQI).
Proceedings of the 30th Picture Coding Symposium, 2013

Gene expression programming based matching suitability analysis in geomagnetic aided navigation.
Proceedings of the Ninth International Conference on Natural Computation, 2013

Microblog sentiment analysis based on emoticon networks model.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Social circle analysis on ego-network based on context frequent pattern mining.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Predicting the social influence of upcoming contents in large social networks.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Tracking the evolution of public concerns in social media.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Energy-efficient multi-mode transmission in uplink virtual MIMO systems.
Proceedings of IEEE International Conference on Communications, 2013

2012
A semi-supervised boosting SVM for predicting hot spots at protein-protein Interfaces.
BMC Systems Biology, 2012

Resource allocation for cognitive networks with D2D communication: An evolutionary approach.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Robust Energy-Efficient Power Loading for MIMO System under Imperfect CSI.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2012

Optical switching for dynamic distribution of wireless-over-fiber signals.
Proceedings of the 16th International Conference on Optical Network Design and Modelling, 2012

Colorization Using Quaternion Algebra with Automatic Scribble Generation.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Cooperative Transmission with Broadcasting and Communication.
Proceedings of the 2012 Fourth International Conference on Intelligent Networking and Collaborative Systems, 2012

Energy efficiency optimization in uplink virtual MIMO systems.
Proceedings of IEEE International Conference on Communications, 2012

An image fusion method based on region segmentation and wavelet transform.
Proceedings of the 20th International Conference on Geoinformatics, 2012

Using Social Intelligence for New Event Detection in Microblog Stream.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

2011
Window-Level Rate Control for Smooth Picture Quality and Smooth Buffer Occupancy.
IEEE Trans. Image Processing, 2011

A novel medium access control protocol for passive optical network supporting local area networking capabilities.
Photonic Network Communications, 2011

PredUs: a web server for predicting protein interfaces using structural neighbors.
Nucleic Acids Research, 2011

Time-dependent pheromones and electric-field model: a new ACO algorithm for dynamic traffic routing.
IJMIC, 2011

Probabilistic Threshold Join over Distributed Uncertain Data.
Proceedings of the Web-Age Information Management - 12th International Conference, 2011

An Association Rule-Based Bilateral Multi-Issue Negotiation Model.
Proceedings of the 4th International Symposium on Computational Intelligence and Design, 2011

Exploring Event Evolution Patterns at the Atomic Level.
Proceedings of the 2011 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2011

2010
Experimental research on urban road extraction from high-resolution RS images using Probabilistic Topic Models.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A CHMT model based DE-speckling method for SAR image.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Nondestructive Testing Technology and Optimization of On-Service Urea Reactor.
Proceedings of the Computer and Computing Technologies in Agriculture IV, 2010

A Fast Robot Path Planning Algorithm Based on Image Thinning.
Proceedings of the Intelligent Robotics and Applications - Third International Conference, 2010

A Tracking Robot Based on Wireless Beacon.
Proceedings of the Intelligent Robotics and Applications - Third International Conference, 2010

The construction and analysis of the universal model of emergency response.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Application and discussion on Emergency Data Exchange Language in emergency management.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

2009
Prediction of protein-protein interaction sites using an ensemble method.
BMC Bioinformatics, 2009

Window-level rate control for smooth picture quality and smooth buffer occupancy.
Proceedings of the 2009 Picture Coding Symposium, 2009

VLSI friendly me search window buffer structure optimization and algorithm verification for high definition H.264/AVS video encoder.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Multiframe Motion Segmentation via Penalized MAP Estimation and Linear Programming.
Proceedings of the British Machine Vision Conference, 2009

2008
Hardware architecture for AVS entropy encoder.
IEEE Trans. Consumer Electronics, 2008

Strong Convergence Theorem for Two Commutative Asymptotically Nonexpansive Mappings in Hilbert Space.
Int. J. Math. Mathematical Sciences, 2008

Convergence to Common Fixed Point for Generalized Asymptotically Nonexpansive Semigroup in Banach Spaces.
Int. J. Math. Mathematical Sciences, 2008

Strong Convergence Theorem of Implicit Iteration Process for Generalized Asymptotically Nonexpansive Mappings in Hilbert Space.
Int. J. Math. Mathematical Sciences, 2008

Iterative scheme for nonself generalized asymptotically quasi-nonexpansive mappings.
Applied Mathematics and Computation, 2008

Quantitative determination of protein content in chocolates using near infrared reflectance spectroscopy with GSVR method.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2008

ISCF: A Semantic Web Service Composition Framework Based on OAA.
Proceedings of the Workshops at the Grid and Pervasive Computing Conference, 2008

Some Metrics for Accessing Quality of Product Line Architecture.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007
A Real-Time Full Architecture for AVS Motion Estimation.
IEEE Trans. Consumer Electronics, 2007

A Power Estimation Model for an FPGA-based Softcore Processor.
Proceedings of the FPL 2007, 2007

2006
An Efficient VLSI Architecture for Motion Compensation of AVS HDTV Decoder.
J. Comput. Sci. Technol., 2006

A High Efficient Architecture for Motion Estimation Based on AVC/AVS Coding Standard.
Journal of Computer Research and Development, 2006

A Motion Vector Predictor Architecture for AVS and MPEG-2 HDTV Decoder.
Proceedings of the Advances in Multimedia Information Processing, 2006

2005
An efficient hardware implementation for motion estimation of AVC standard.
IEEE Trans. Consumer Electronics, 2005

2004
An Efficient VLSI Architecture of the Sample Interpolation for MPEG-4 Advanced Simple Profile.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

An Efficient VLSI Implementation for MC Interpolation of AVS Standard.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

2001
An Active Scheduler: Autonomous Concurrency Control of Parallel Programs in a Distributed Environment.
Proceedings of the Eigth International Conference on Parallel and Distributed Systems, 2001


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