Haonan Wang

Shashika Ranga Muramudalige

Jianlai Chen

Remote. Sens., August, 2023

Adversarial Autoencoder Data Synthesis for Enhancing Machine Learning-Based Phishing Detection Algorithms.

[BibT_eX]

[DOI]

Hossein Shirazi

Indrakshi Ray

Anura P. Jayasumana

Shashika Ranga Muramudalige

IEEE Trans. Serv. Comput., 2023

Single-Pass Contrastive Learning Can Work for Both Homophilic and Heterophilic Graph.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Investigating Copyright Issues of Diffusion Models under Practical Scenarios.

[BibT_eX]

[DOI]

CoRR, 2023

Graph Neural Networks Provably Benefit from Structural Information: A Feature Learning Perspective.

[BibT_eX]

[DOI]

CoRR, 2023

Dynamic Data Augmentation via MCTS for Prostate MRI Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Boosting Visual-Language Models by Exploiting Hard Samples.

[BibT_eX]

[DOI]

CoRR, 2023

MS-SSD: multi-scale single shot detector for ship detection in remote sensing images.

[BibT_eX]

[DOI]

Appl. Intell., 2023

A Feature Mapping Technique for Complex Data Object Generation With Likelihood and Deep Generative Approaches.

[BibT_eX]

[DOI]

Anura P. Jayasumana

IEEE Access, 2023

Deep Reinforcement Learning Based Interference Avoidance Beam-Hopping Allocation Algorithm in Multi-beam Satellite Systems.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Trust, 2023

Interference Exploitation MU-MISO Precoding Under Per-Antenna Power Constraint.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

Model-enhanced Vector Index.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation.

[BibT_eX]

[DOI]

Xiaomeng Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Complexity Matters: Rethinking the Latent Space for Generative Modeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Hardware-Efficient Accurate and Approximate FPGA Multipliers for Error-Tolerant Applications.

[BibT_eX]

[DOI]

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

Lightweight Super-Resolution Head for Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

DHC: Dual-Debiased Heterogeneous Co-training Framework for Class-Imbalanced Semi-supervised Medical Image Segmentation.

[BibT_eX]

[DOI]

Xiaomeng Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Leveraging Relational Graph Neural Network for Transductive Model Ensemble.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Contrastive Learning for User Sequence Representation in Personalized Product Search.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Addressing Practical Challenges in Acoustic Sensing To Enable Fast Motion Tracking.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023

Improving The Local Stability of Deep Model With Margin Losses.

[BibT_eX]

[DOI]

Pengbo Yang

Jitao Sang

Proceedings of the International Joint Conference on Neural Networks, 2023

A Deep Reinforcement Learning Framework for Capacitated Facility Location Problems with Discrete Expansion Sizes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2023

Competition and Cooperation Mechanism Between Agency Selling and Wholesale: An Application of the Emerging E-commerce Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2023

TOPSIS Cooperative Positioning Quality Evaluation Cloud Model Integrating EWM And AHP.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Signal Processing, 2023

Dynamic Data Augmentation via Monte-Carlo Tree Search for Prostate MRI Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Subclass-balancing Contrastive Learning for Long-tailed Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Quantpipe: Applying Adaptive Post-Training Quantization For Distributed Transformer Pipelines In Dynamic Edge Environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Bebert: Efficient And Robust Binary Ensemble Bert.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Multi-Channel Factor Analysis for Temporally and Spatially Correlated Time Series.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Identifiability in Multi-Channel Factor Analysis.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

BDS/GPS Multi-Baseline Relative Positioning for Deformation Monitoring.

[BibT_eX]

[DOI]

Wujiao Dai

Wenkun Yu

Remote. Sens., 2022

Agent-based simulation for a regional guarantee circle crisis.

[BibT_eX]

[DOI]

J. Simulation, 2022

How Live Streaming Changes Shopping Decisions in E-commerce: A Study of Live Streaming Commerce.

[BibT_eX]

[DOI]

Comput. Support. Cooperative Work., 2022

Artificial Intelligence Security Competition (AISC).

[BibT_eX]

[DOI]

CoRR, 2022

Can Single-Pass Contrastive Learning Work for Both Homophilic and Heterophilic Graph?

[BibT_eX]

[DOI]

CoRR, 2022

A Neural Corpus Indexer for Document Retrieval.

[BibT_eX]

[DOI]

CoRR, 2022

Augmentation-Free Graph Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Capacity Maximization Pattern Design for Reconfigurable MIMO Antenna Array.

[BibT_eX]

[DOI]

CoRR, 2022

Training Fair Deep Neural Networks by Balancing Influence.

[BibT_eX]

[DOI]

Ziwei Wu

Jingrui He

CoRR, 2022

Collaborative learning of weakly-supervised domain adaptation for diabetic retinopathy grading on retinal images.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

Reconfigurable MIMO towards Electro-magnetic Information Theory: Capacity Maximization Pattern Design.

[BibT_eX]

[DOI]

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Understanding Programmatic Weak Supervision via Source-aware Influence Function.

[BibT_eX]

[DOI]

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

Deep Active Learning by Leveraging Training Dynamics.

[BibT_eX]

[DOI]

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

A Neural Corpus Indexer for Document Retrieval.

[BibT_eX]

[DOI]

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

Multi-User Symbol-Level Precoding for Downlink Reconfigurable MIMO Communication Systems.

[BibT_eX]

[DOI]

Proceedings of the 18th International Symposium on Wireless Communication Systems, 2022

Active Reconfigurable MIMO Communications: Capacity Maximization Pattern Design.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

Clusters 3D Real-time Cooperative Positioning Algorithm in Underground Mines.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Signal Processing, 2022

Analysis of Human Motion Data Captured by SlimeVR and Validation of Its Reliability.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advanced Robotics and Mechatronics , 2022

Towards Resiliency of Heavy Vehicles through Compromised Sensor Data Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the CODASPY '22: Twelveth ACM Conference on Data and Application Security and Privacy, Baltimore, MD, USA, April 24, 2022

UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A semiparametric latent factor model for large scale temporal data with heteroscedasticity.

[BibT_eX]

[DOI]

Lyuou Zhang

Wen Zhou

Shashika Ranga Muramudalige

J. Multivar. Anal., 2021

Semiparametric method and theory for continuously indexed spatio-temporal processes.

[BibT_eX]

[DOI]

J. Multivar. Anal., 2021

Design of SLM automatic leveling powder laying mechanism and variable position powder laying movement strategy.

[BibT_eX]

[DOI]

J. Comput. Methods Sci. Eng., 2021

From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Active Learning by Leveraging Training Dynamics.

[BibT_eX]

[DOI]

CoRR, 2021

Controllable Gradient Item Retrieval.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

VideoTrain: A Generative Adversarial Framework for Synthetic Video Traffic Generation.

[BibT_eX]

[DOI]

Chamara Kattadige

Kanchana Thilakarathna

Proceedings of the 22nd IEEE International Symposium on a World of Wireless, 2021

Probability-based Path Planning for Multi-Robot Systems with Stochastic Behavior in a Grid Map.

[BibT_eX]

[DOI]

Biao Hu

Zhengcai Cao

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Reproducibility Companion Paper: Visual Relation of Interest Detection.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Accelerating 3D Convolutional Neural Networks Using 3D Fast Fourier Transform.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Secure Deep Graph Generation with Link Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Adaptive Grasping Strategy of Dexterous Hand Based on T-test.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robotics and Applications - 14th International Conference, 2021

CELIP: Ultrasonic-based Lip Reading with Channel Estimation Approach for Virtual Reality Systems.

[BibT_eX]

[DOI]

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Sharp-sound-image Construction Method Using Multichannel Sound System with Optimal Parametric Loudspeaker Arrangement.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

Narrow-edged Beamforming Using Masked Parametric Array Loudspeakers.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

Exploring Explainable Selection to Control Abstractive Summarization.

[BibT_eX]

[DOI]

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

Deep reinforcement learning: a survey.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2020

Secure Network Release with Link Privacy.

[BibT_eX]

[DOI]

CoRR, 2020

Exploring Explainable Selection to Control Abstractive Generation.

[BibT_eX]

[DOI]

CoRR, 2020

Mobile Privacy: Scalable Ensemble Matching for User Identification Attacks.

[BibT_eX]

[DOI]

IEEE Access, 2020

Relation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Heterogeneous Multi-Robot Path Planning Based on Probabilistic Motion Model.

[BibT_eX]

[DOI]

Biao Hu

Zhengcai Cao

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Temporal Residual Feature Learning for Efficient 3D Convolutional Neural Network on Action Recognition Task.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

Neural Concept Map Generation for Effective Document Classification with Interpretable Structured Summarization.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Reproducibility Companion Paper: Instance of Interest Detection.

[BibT_eX]

[DOI]

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

Visual Relation of Interest Detection.

[BibT_eX]

[DOI]

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

URSAL: Ultra-Efficient, Reliable, Scalable, and Available Block Storage at Low Cost.

[BibT_eX]

[DOI]

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

An Improved Breast Cancer Nuclei Segmentation Method Based on UNet++.

[BibT_eX]

[DOI]

Yinhan Li

Zhiyi Luo

Proceedings of the ICCAI '20: 2020 6th International Conference on Computing and Artificial Intelligence, 2020

An Unsupervised Approach to DDoS Attack Detection and Mitigation in Near-Real Time.

[BibT_eX]

[DOI]

Robert McAndrew

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Harmonic Structure Mask for Speech Enhancement Using Sparsity Regularization.

[BibT_eX]

[DOI]

Kenta Iwai

Takanobu Nishiura

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 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

The Gas Leak Detection Based on a Wireless Monitoring System.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2019

Idle Time Window Prediction in Cellular Networks with Deep Spatiotemporal Modeling.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2019

Design Light-weight 3D Convolutional Networks for Video Recognition Temporal Residual, Fully Separable Block, and Fast Algorithm.

[BibT_eX]

[DOI]

Shaileshh Bojja Venkatakrishnan

Jun Lin

Zhongfeng Wang

CoRR, 2019

Park: An Open Platform for Learning-Augmented Computer Systems.

[BibT_eX]

[DOI]

Mehrdad Khani Shirkoohi

Songtao He

Vikram Nathan

Frank Cangialosi

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

Instance of Interest Detection.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Address-stride assisted approximate load value prediction in GPUs.

[BibT_eX]

[DOI]

Mohamed Assem Ibrahim

Sparsh Mittal

Proceedings of the ACM International Conference on Supercomputing, 2019

A Low-latency Sparse-Winograd Accelerator for Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Comparison of Supervised and Unsupervised Learning for Detecting Anomalies in Network Traffic.

[BibT_eX]

[DOI]

Robert McAndrew

Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Exploiting Latency and Error Tolerance of GPGPU Applications for an Energy-Efficient DRAM.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

2018

Location Privacy in Mobile Big Data: User Identifiability via Habitat Region Representation.

[BibT_eX]

[DOI]

J. Commun. Inf. Networks, 2018

Mobile Demand Forecasting via Deep Graph-Sequence Spatiotemporal Modeling in Cellular Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2018

A wireless multifunctional monitoring system of tower body running state based on MEMS acceleration sensor.

[BibT_eX]

[DOI]

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

Efficient and Fair Multi-programming in GPUs via Effective Bandwidth Management.

[BibT_eX]

[DOI]

Fan Luo

Mohamed Assem Ibrahim

Onur Kayiran

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

Efficient Reconfigurable Hardware Core for Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Passive Detection of Correlated Subspace Signals in Two MIMO Channels.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Design and Analysis of Soft-Error Resilience Mechanisms for GPU Register File.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on VLSI Design and 16th International Conference on Embedded Systems, 2017

Research on Non-frontal Face Detection Method Based on Skin Color and Region Segmentation.

[BibT_eX]

[DOI]

Tianfei Shen

Proceedings of the Advanced Computational Methods in Life System Modeling and Simulation, 2017

Architecting SOT-RAM Based GPU Register File.

[BibT_eX]

[DOI]

Mehdi Baradaran Tahoori

Jeffrey S. Vetter

Proceedings of the 2017 IEEE Computer Society Annual Symposium on VLSI, 2017

A Functional Approach to Scanner Detection.

[BibT_eX]

[DOI]

Christos Papadopoulos

Proceedings of the Asian Internet Engineering Conference, 2017

2016

Smart Cup, Wisdom Creation: A Project-Based Learning Initiative for Maker Education.

[BibT_eX]

[DOI]

Chun Zhou

Yonghe Wu

Proceedings of the 16th IEEE International Conference on Advanced Learning Technologies, 2016

Canonical correlations for target detection in a passive radar network.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Modeling Reputation as a Time-Series: Evaluating the Risk of Purchase Decisions on eBay.

[BibT_eX]

[DOI]

Lu Wang

Decis. Sci., 2015

2014

Optimum Compression of a Noisy Measurement for Transmission Over a Noisy Channel.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

The geometry of fusion inspired channel design.

[BibT_eX]

[DOI]

Signal Process., 2014

A 6-bit 2 GS/s ADC in 65 nm CMOS.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2014

2013

Generalized linear mixed models for branching probabilities of brain artery systems.

[BibT_eX]

[DOI]

Model. Assist. Stat. Appl., 2013

Identification of sparse neural functional connectivity using penalized likelihood estimation and basis functions.

[BibT_eX]

[DOI]

Dong Song

Catherine Y. Tu

Vasilis Z. Marmarelis

Robert E. Hampson

Sam A. Deadwyler

Theodore W. Berger

J. Comput. Neurosci., 2013

A 6-bit 1GS/s DAC using an area efficient switching scheme for gradient-error tolerance.

[BibT_eX]

[DOI]

IEICE Electron. Express, 2013

Fusion inspired channel design.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Scaled canonical coordinates for compression and transmission of noisy sensor measurements.

[BibT_eX]

[DOI]

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

eBay as the "Terminator": Determining User Suspension From Feedback Ratings.

[BibT_eX]

[DOI]

Sybil Mendonca

J. Organ. Comput. Electron. Commer., 2012

2011

Statistical measures for quantifying task and machine heterogeneities.

[BibT_eX]

[DOI]

Abdulla Al-Qawasmeh

Anthony A. Maciejewski

J. Supercomput., 2011

2010

Bidder behaviours on eBay: collectibles and commodities.

[BibT_eX]

[DOI]

Bruce Bugbee

Electron. Mark., 2010

2008

Extraction of curvilinear features from noisy point patterns using principal curves.

[BibT_eX]

[DOI]

Thomas C. M. Lee

Pattern Recognit. Lett., 2008

2007

Curvilinear Feature Extraction for Noisy Point Pattern Images.

[BibT_eX]

[DOI]

Thomas C. M. Lee

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2006

Automatic parameter selection for a <i>k</i>-segments algorithm for computing principal curves.

[BibT_eX]

[DOI]