Shuguang Cui

Orcid: 0000-0003-2608-775X

Affiliations:
  • Chinese University of Hong Kong, Shenzhen, China


According to our database1, Shuguang Cui authored at least 500 papers between 2001 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2014, "For contributions to cognitive communications and energy efficient system design".

Timeline

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Bibliography

2024
Energy-Efficient MIMO Integrated Sensing and Communications With On-Off Nontransmission Power.
IEEE Internet Things J., April, 2024

Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI.
IEEE Trans. Wirel. Commun., March, 2024

Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks.
IEEE Trans. Wirel. Commun., March, 2024

Joint Computing, Pushing, and Caching Optimization for Mobile-Edge Computing Networks via Soft Actor-Critic Learning.
IEEE Internet Things J., March, 2024

An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Coexistence Between Task- and Data-Oriented Communications: A Whittle's Index Guided Multiagent Reinforcement Learning Approach.
IEEE Internet Things J., January, 2024

Communication Efficient Federated Learning for Wireless Networks
Wireless Networks, Springer, ISBN: 978-3-031-51265-0, 2024

Leveraging A Variety of Anchors in Cellular Network for Ubiquitous Sensing.
CoRR, 2024

Energy-Efficient Hybrid Beamforming with Dynamic On-off Control for Integrated Sensing, Communications, and Powering.
CoRR, 2024

Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery.
CoRR, 2024

Sensing-Enhanced Channel Estimation for Near-Field XL-MIMO Systems.
CoRR, 2024

Generating, Reconstructing, and Representing Discrete and Continuous Data: Generalized Diffusion with Learnable Encoding-Decoding.
CoRR, 2024

Codebook-enabled Generative End-to-end Semantic Communication Powered by Transformer.
CoRR, 2024

Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN.
CoRR, 2024

Large Language Model Adaptation for Networking.
CoRR, 2024

Scalable Federated Unlearning via Isolated and Coded Sharding.
CoRR, 2024

ECC-PolypDet: Enhanced CenterNet with Contrastive Learning for Automatic Polyp Detection.
CoRR, 2024

MOC-RVQ: Multilevel Codebook-assisted Digital Generative Semantic Communication.
CoRR, 2024

Universal Semi-supervised Model Adaptation via Collaborative Consistency Training.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

WeakPCSOD: Overcoming the Bias of Box Annotations for Weakly Supervised Point Cloud Salient Object Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Compressible spectral mixture kernels with sparse dependency structures for Gaussian processes.
Signal Process., December, 2023

MetaLoc: Learning to Learn Wireless Localization.
IEEE J. Sel. Areas Commun., December, 2023

Numerical evaluation on sub-Nyquist spectrum reconstruction methods.
Frontiers Comput. Sci., December, 2023

Bayesian Two-Stage Sequential Change Diagnosis via Sensor Arrays.
IEEE Trans. Inf. Theory, November, 2023

PointMatch: A consistency training framework for weakly supervised semantic segmentation of 3D point clouds.
Comput. Graph., November, 2023

FedAB: Truthful Federated Learning With Auction-Based Combinatorial Multi-Armed Bandit.
IEEE Internet Things J., September, 2023

Ebublio: Edge-Assisted Multiuser 360° Video Streaming.
IEEE Internet Things J., September, 2023

NG-NAS: Node growth neural architecture search for 3D medical image segmentation.
Comput. Medical Imaging Graph., September, 2023

Massive MIMO Communication With Intelligent Reflecting Surface.
IEEE Trans. Wirel. Commun., April, 2023

Service Delay Minimization for Federated Learning Over Mobile Devices.
IEEE J. Sel. Areas Commun., April, 2023

Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G.
Sci. China Inf. Sci., March, 2023

Optimized Power Control for Over-the-Air Federated Averaging With Data Privacy Guarantee.
IEEE Trans. Veh. Technol., February, 2023

Toward Ambient Intelligence: Federated Edge Learning With Task-Oriented Sensing, Computation, and Communication Integration.
IEEE J. Sel. Top. Signal Process., January, 2023

Realizing 6G: The Operational Goals, Enabling Technologies of Future Networks, and Value-Oriented Intelligent Multi-Dimensional Multiple Access.
IEEE Netw., 2023

RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation.
CoRR, 2023

GSmoothFace: Generalized Smooth Talking Face Generation via Fine Grained 3D Face Guidance.
CoRR, 2023

MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures.
CoRR, 2023

Learning for Semantic Knowledge Base-Guided Online Feature Transmission in Dynamic Channels.
CoRR, 2023

Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding.
CoRR, 2023

Knowledge Base Enabled Semantic Communication: A Generative Perspective.
CoRR, 2023

User-Centric Interactive AI for Distributed Diffusion Model-based AI-Generated Content.
CoRR, 2023

Integrating Sensing, Communication, and Power Transfer: Multiuser Beamforming Design.
CoRR, 2023

The Age of Generative AI and AI-Generated Everything.
CoRR, 2023

A Tutorial on Environment-Aware Communications via Channel Knowledge Map for 6G.
CoRR, 2023

Optimizing Mobile-Edge AI-Generated Everything (AIGX) Services by Prompt Engineering: Fundamental, Framework, and Case Study.
CoRR, 2023

ILCAS: Imitation Learning-Based Configuration-Adaptive Streaming for Live Video Analytics with Cross-Camera Collaboration.
CoRR, 2023

Beyond Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization.
CoRR, 2023

A Tutorial on Extremely Large-Scale MIMO for 6G: Fundamentals, Signal Processing, and Applications.
CoRR, 2023

Over-the-Air Computation in OFDM Systems with Imperfect Channel State Information.
CoRR, 2023

Multi-IRS-Enabled Integrated Sensing and Communications.
CoRR, 2023

Energy-Efficient MIMO Integrated Sensing and Communications with On-off Non-transmission Power.
CoRR, 2023

Integrated Sensing, Computation, and Communication for UAV-assisted Federated Edge Learning.
CoRR, 2023

Heterogeneous Value Evaluation for Large Language Models.
CoRR, 2023

Optimized Joint Beamforming for Wireless Powered Over-the-Air Computation.
CoRR, 2023

Hierarchical Weight Averaging for Deep Neural Networks.
CoRR, 2023

Device Activity Detection in mMTC with Low-Resolution ADC: A New Protocol.
CoRR, 2023

Semantic Communications for Image Recovery and Classification via Deep Joint Source and Channel Coding.
CoRR, 2023

Crossword: A Semantic Approach to Data Compression via Masking.
CoRR, 2023

Efficient Large-scale Scene Representation with a Hybrid of High-resolution Grid and Plane Features.
CoRR, 2023

Benchmarking the Robustness of LiDAR Semantic Segmentation Models.
CoRR, 2023

Transmit for Real-Time Gains: A Task-Oriented Scheme to Balance Timeliness and Reliability.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023

CaV3: Cache-assisted Viewport Adaptive Volumetric Video Streaming.
Proceedings of the IEEE Conference Virtual Reality and 3D User Interfaces, 2023

Mobile Volumetric Video Streaming System through Implicit Neural Representation.
Proceedings of the 2023 Workshop on Emerging Multimedia Systems, 2023

CPU: Codebook Lookup Transformer with Knowledge Distillation for Point Cloud Upsampling.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

WeakPolyp: You only Look Bounding Box for Polyp Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

YONA: You Only Need One Adjacent Reference-Frame for Accurate and Fast Video Polyp Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Global Map Assisted Multi-Agent Collision Avoidance via Deep Reinforcement Learning around Complex Obstacles.
IROS, 2023

Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Efficient View Synthesis with Neural Radiance Distribution Field.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

LATR: 3D Lane Detection from Monocular Images with Transformer.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Federated Edge Learning via Integrated Sensing, Computation, and Communication.
Proceedings of the IEEE International Conference on Communications, 2023

Output-Dependent Gaussian Process State-Space Model.
Proceedings of the IEEE International Conference on Acoustics, 2023

Zero-Shot Multi-Level Feature Transmission Policy Powered by Semantic Knowledge Base.
Proceedings of the IEEE Global Communications Conference, 2023

Semantic Communications for Joint Image Recovery and Classification.
Proceedings of the IEEE Globecom Workshops 2023, 2023

Soft Actor-Critic Learning-Based Joint Computing, Pushing, and Caching Framework in MEC Networks.
Proceedings of the IEEE Global Communications Conference, 2023

Multi-IRS-Enabled Integrated Sensing and Communications with Point Targets.
Proceedings of the IEEE Global Communications Conference, 2023

Composable Text Controls in Latent Space with ODEs.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

BEV@DC: Bird's-Eye View Assisted Training for Depth Completion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

MVImgNet: A Large-scale Dataset of Multi-view Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SCoDA: Domain Adaptive Shape Completion for Real Scans.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

MIMO Is All You Need:A Strong Multi-in-Multi-Out Baseline for Video Prediction.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Geometry-Aware Network for Domain Adaptive Semantic Segmentation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Machine Learning Algorithms - Adversarial Robustness in Signal Processing
Wireless Networks, Springer, ISBN: 978-3-031-16374-6, 2022

Communication-Efficient Federated Edge Learning via Optimal Probabilistic Device Scheduling.
IEEE Trans. Wirel. Commun., 2022

Energy-Efficient Wireless Communications With Distributed Reconfigurable Intelligent Surfaces.
IEEE Trans. Wirel. Commun., 2022

Amplify-and-Forward Relaying for Hierarchical Over-the-Air Computation.
IEEE Trans. Wirel. Commun., 2022

Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks.
IEEE Trans. Wirel. Commun., 2022

User Association and Resource Allocation for MEC-Enabled IoT Networks.
IEEE Trans. Wirel. Commun., 2022

Computer Vision-Based Localization With Visible Light Communications.
IEEE Trans. Wirel. Commun., 2022

SAniHead: Sketching Animal-Like 3D Character Heads Using a View-Surface Collaborative Mesh Generative Network.
IEEE Trans. Vis. Comput. Graph., 2022

Joint User Grouping, Version Selection, and Bandwidth Allocation for Live Video Multicasting.
IEEE Trans. Commun., 2022

Theory and techniques for "intellicise" wireless networks.
Frontiers Inf. Technol. Electron. Eng., 2022

Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems.
IEEE J. Sel. Top. Signal Process., 2022

Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach.
IEEE J. Sel. Areas Commun., 2022

Device-Free Sensing in OFDM Cellular Network.
IEEE J. Sel. Areas Commun., 2022

Optimized Power Control Design for Over-the-Air Federated Edge Learning.
IEEE J. Sel. Areas Commun., 2022

Transmission Power Control for Over-the-Air Federated Averaging at Network Edge.
IEEE J. Sel. Areas Commun., 2022

PointSite: A Point Cloud Segmentation Tool for Identification of Protein Ligand Binding Atoms.
J. Chem. Inf. Model., 2022

Joint LED Selection and Precoding Optimization for Multiple-User Multiple-Cell VLC Systems.
IEEE Internet Things J., 2022

A Stochastic Geometry Analysis for Energy-Harvesting-Based Device-to-Device Communication.
IEEE Internet Things J., 2022

Vertical Federated Edge Learning With Distributed Integrated Sensing and Communication.
IEEE Commun. Lett., 2022

MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction.
CoRR, 2022

Pushing AI to Wireless Network Edge: An Overview on Integrated Sensing, Communication, and Computation towards 6G.
CoRR, 2022

M^2-3DLaneNet: Multi-Modal 3D Lane Detection.
CoRR, 2022

An Overview on Over-the-Air Federated Edge Learning.
CoRR, 2022

Composable Text Control Operations in Latent Space with Ordinary Differential Equations.
CoRR, 2022

Toward Explainable and Fine-Grained 3D Grounding through Referring Textual Phrases.
CoRR, 2022

Networked Sensing in 6G Cellular Networks: Opportunities and Challenges.
CoRR, 2022

Coexistence between Task- and Data-Oriented Communications: A Whittle's Index Guided Multi-Agent Reinforcement Learning Approach.
CoRR, 2022

DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation.
CoRR, 2022

PointMatch: A Consistency Training Framework for Weakly SupervisedSemantic Segmentation of 3D Point Clouds.
CoRR, 2022

Prior knowledge facilitates low homologous protein secondary structure prediction with DSM distillation.
Bioinform., 2022

Beyond Random Selection: A Perspective from Model Inversion in Personalized Federated Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Let Images Give You More: Point Cloud Cross-Modal Training for Shape Analysis.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View Synthesis.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Where Are You Looking?: A Large-Scale Dataset of Head and Gaze Behavior for 360-Degree Videos and a Pilot Study.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

BoxPolyp: Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Multi-level Consistency Learning for Semi-supervised Domain Adaptation.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Joint User Association and Resource Allocation Optimization for MEC-Enabled IoT Networks.
Proceedings of the IEEE International Conference on Communications, 2022

Multitask Gaussian Process With Hierarchical Latent Interactions.
Proceedings of the IEEE International Conference on Acoustics, 2022

Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Model-Based Reinforcement Learning for Quantized Federated Learning Performance Optimization.
Proceedings of the IEEE Global Communications Conference, 2022

Joint Schedule of Task- and Data-Oriented Communications.
Proceedings of the IEEE Global Communications Conference, 2022

2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds.
Proceedings of the Computer Vision - ECCV 2022, 2022

Weakly Supervised Object Localization Through Inter-class Feature Similarity and Intra-class Appearance Consistency.
Proceedings of the Computer Vision - ECCV 2022, 2022

Towards High-Fidelity Single-View Holistic Reconstruction of Indoor Scenes.
Proceedings of the Computer Vision - ECCV 2022, 2022

Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

X -Trans2Cap: Cross-Modal Knowledge Transfer using Transformer for 3D Dense Captioning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation with Weak Annotations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

ETHSeg: An Amodel Instance Segmentation Network and a Real-world Dataset for X-Ray Waste Inspection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

EFL: Elastic Federated Learning on Non-IID Data.
Proceedings of the Conference on Lifelong Learning Agents, 2022

Asynchronous Personalized Federated Learning with Irregular Clients.
Proceedings of the Asian Conference on Machine Learning, 2022

APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical Segmentation.
Proceedings of the Computer Vision - ACCV 2022, 2022

Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Over-the-Air Computing for Wireless Data Aggregation in Massive IoT.
IEEE Wirel. Commun., 2021

AI-Driven UAV-NOMA-MEC in Next Generation Wireless Networks.
IEEE Wirel. Commun., 2021

Artificial Intelligence Aided Next-Generation Networks Relying on UAVs.
IEEE Wirel. Commun., 2021

A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks.
IEEE Trans. Wirel. Commun., 2021

Convergence Time Optimization for Federated Learning Over Wireless Networks.
IEEE Trans. Wirel. Commun., 2021

Blockchain-Based Privacy-Preserving Driver Monitoring for MaaS in the Vehicular IoT.
IEEE Trans. Veh. Technol., 2021

UVeQFed: Universal Vector Quantization for Federated Learning.
IEEE Trans. Signal Process., 2021

Two-Stage Bayesian Sequential Change Diagnosis.
IEEE Trans. Signal Process., 2021

Optimal Feature Manipulation Attacks Against Linear Regression.
IEEE Trans. Signal Process., 2021

On the Adversarial Robustness of LASSO Based Feature Selection.
IEEE Trans. Signal Process., 2021

Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning.
IEEE Trans. Neural Networks Learn. Syst., 2021

Privacy-Preserving Continuous Data Collection for Predictive Maintenance in Vehicular Fog-Cloud.
IEEE Trans. Intell. Transp. Syst., 2021

Hypergraph Spectral Analysis and Processing in 3D Point Cloud.
IEEE Trans. Image Process., 2021

Privacy-Preserving Aggregation for Federated Learning-Based Navigation in Vehicular Fog.
IEEE Trans. Ind. Informatics, 2021

Measuring Sparsity of Wireless Channels.
IEEE Trans. Cogn. Commun. Netw., 2021

Blind Channel Codes Recognition via Deep Learning.
IEEE J. Sel. Areas Commun., 2021

Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks.
IEEE J. Sel. Areas Commun., 2021

Learning to Decode Protograph LDPC Codes.
IEEE J. Sel. Areas Commun., 2021

Voting-Based Multiagent Reinforcement Learning for Intelligent IoT.
IEEE Internet Things J., 2021

Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks.
IEEE Internet Things J., 2021

A Machine Learning Approach for Task and Resource Allocation in Mobile-Edge Computing-Based Networks.
IEEE Internet Things J., 2021

Sub-Nyquist spectrum sensing and learning challenge.
Frontiers Comput. Sci., 2021

CLEVR3D: Compositional Language and Elementary Visual Reasoning for Question Answering in 3D Real-World Scenes.
CoRR, 2021

Federated Two-stage Learning with Sign-based Voting.
CoRR, 2021

Adaptive Residue-wise Profile Fusion for Low Homologous Protein SecondaryStructure Prediction Using External Knowledge.
CoRR, 2021

From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting.
CoRR, 2021

Hepatocellular Carcinoma Segmentation fromDigital Subtraction Angiography Videos usingLearnable Temporal Difference.
CoRR, 2021

Beyond Farthest Point Sampling in Point-Wise Analysis.
CoRR, 2021

Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation.
CoRR, 2021

Towards Heterogeneous Clients with Elastic Federated Learning.
CoRR, 2021

Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics.
CoRR, 2021

Data-Driven Wireless Communication Using Gaussian Processes.
CoRR, 2021

InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring.
CoRR, 2021

A Comprehensive Survey on 6G Networks: Applications, Core Services, Enabling Technologies, and Future Challenges.
CoRR, 2021

Federated Learning for 6G: Applications, Challenges, and Opportunities.
CoRR, 2021

Learning Part Generation and Assembly for Sketching Man-Made Objects.
Comput. Graph. Forum, 2021

Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Minimization of Age of Information for Monitoring Realistic Physical Processes in Unmanned Aerial Vehicle Networks.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Pixel-level Intra-domain Adaptation for Semantic Segmentation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

A Deep Q-Network Based Approach for Online Bayesian Change Point Detection.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Bayesian Two-Stage Sequential Change Diagnosis Via Multi-Sensor Array.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Shallow Attention Network for Polyp Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Colorectal Polyp Classification from White-Light Colonoscopy Images via Domain Alignment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Hepatocellular Carcinoma Segmentation from Digital Subtraction Angiography Videos Using Learnable Temporal Difference.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Geometric Morphology Based Irrelevant Vessels Removal For Accurate Coronary Artery Segmentation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Adaptive Residue-wise Profile Fusion for Low Homologous Protein Secondary Structure Prediction Using External Knowledge.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

LapsCore: Language-guided Person Search via Color Reasoning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Meta-Reinforcement Learning for Immersive Virtual Reality over THz/VLC Wireless Networks.
Proceedings of the ICC 2021, 2021

Asymmetric Interference Cancellation for 5G Non-Public Network with Uplink-Downlink Spectrum Sharing.
Proceedings of the ICC 2021, 2021

Achieving Blockchain-based Privacy-Preserving Location Proofs under Federated Learning.
Proceedings of the ICC 2021, 2021

Joint Resource Management and Model Compression for Wireless Federated Learning.
Proceedings of the ICC 2021, 2021

Optimized Power Control for Over-the-Air Federated Edge Learning.
Proceedings of the ICC 2021, 2021

Performance Optimization of Distributed Primal-Dual Algorithms over Wireless Networks.
Proceedings of the ICC 2021, 2021

Neural Layered Min-Sum Decoding for Protograph LDPC Codes.
Proceedings of the IEEE International Conference on Acoustics, 2021

Energy Minimization for Federated Learning with IRS-Assisted Over-the-Air Computation.
Proceedings of the IEEE International Conference on Acoustics, 2021

A Joint Communication and Federated Learning Framework for Internet of Things Networks.
Proceedings of the IEEE Global Communications Conference, 2021

Performance Optimization for Semantic Communications: An Attention-based Learning Approach.
Proceedings of the IEEE Global Communications Conference, 2021

Shallow Feature Matters for Weakly Supervised Object Localization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Refer-It-in-RGBD: A Bottom-Up Approach for 3D Visual Grounding in RGBD Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

PFedAtt: Attention-based Personalized Federated Learning on Heterogeneous Clients.
Proceedings of the Asian Conference on Machine Learning, 2021

RevCore: Review-Augmented Conversational Recommendation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Design of Noncoherent Communications: From Statistical Method to Machine Learning.
IEEE Wirel. Commun., 2020

Optimal Energy Allocation and Task Offloading Policy for Wireless Powered Mobile Edge Computing Systems.
IEEE Trans. Wirel. Commun., 2020

Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications: Framework, Algorithms, and Analysis.
IEEE Trans. Wirel. Commun., 2020

Trace-Driven QoE-Aware Proactive Caching for Mobile Video Streaming in Metropolis.
IEEE Trans. Wirel. Commun., 2020

Deep Reinforcement Learning Aided Intelligent Access Control in Energy Harvesting Based WLAN.
IEEE Trans. Veh. Technol., 2020

CaricatureShop: Personalized and Photorealistic Caricature Sketching.
IEEE Trans. Vis. Comput. Graph., 2020

On the Adversarial Robustness of Subspace Learning.
IEEE Trans. Signal Process., 2020

Big Data for Cyber-Physical Systems.
IEEE Trans. Big Data, 2020

Hypergraph Spectral Clustering for Point Cloud Segmentation.
IEEE Signal Process. Lett., 2020

Noncoherent Energy-Modulated Massive SIMO in Multipath Channels: A Machine Learning Approach.
IEEE Internet Things J., 2020

Introducing Hypergraph Signal Processing: Theoretical Foundation and Practical Applications.
IEEE Internet Things J., 2020

Resource Allocation for Ultradense Networks With Machine-Learning-Based Interference Graph Construction.
IEEE Internet Things J., 2020

Delay Minimization for Federated Learning Over Wireless Communication Networks.
CoRR, 2020

From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation.
CoRR, 2020

Wireless Communications for Collaborative Federated Learning in the Internet of Things.
CoRR, 2020

FedLoc: Federated Learning Framework for Cooperative Localization and Location Data Processing.
CoRR, 2020

Scalable Learning Paradigms for Data-Driven Wireless Communication.
IEEE Commun. Mag., 2020

Wireless Communications for Collaborative Federated Learning.
IEEE Commun. Mag., 2020

One-Class Classifier Based Fault Detection in Distribution Systems With Varying Penetration Levels of Distributed Energy Resources.
IEEE Access, 2020

Mobile Privacy: Scalable Ensemble Matching for User Identification Attacks.
IEEE Access, 2020

Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

An Interpretable and Sample Efficient Deep Kernel for Gaussian Process.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

A Covariance-based User Activity Detection and Channel Estimation Approach with Novel Pilot Design.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Performance Optimization of Federated Learning over Mobile Wireless Networks.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Intelligent Reflecting Surface Assisted Massive MIMO Communications.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Large-scale Image Retrieval with Sparse Binary Projections.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Power Efficient Deployment of VLC-enabled UAVs.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Skeleton-bridged Point Completion: From Global Inference to Local Adjustment.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

JAFPro: Joint Appearance Fusion and Propagation for Human Video Motion Transfer from Multiple Reference Images.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

On the Adversarial Robustness of Linear Regression.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

On the Adversarial Robustness of Feature Selection Using LASSO.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Adaptive Context Selection for Polyp Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Characterizing Label Errors: Confident Learning for Noisy-Labeled Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Point Cloud Segmentation based on Hypergraph Spectral Clustering.
Proceedings of the Information Theory and Applications Workshop, 2020

Optimal Two-Stage Bayesian Sequential Change Diagnosis.
Proceedings of the IEEE International Symposium on Information Theory, 2020

An Efficient Hybrid Model for Kidney Tumor Segmentation in CT Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Progressive Abdominal Segmentation with Adaptively Hard Region Prediction and Feature Enhancement.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Hypergraph-Based Image Processing.
Proceedings of the IEEE International Conference on Image Processing, 2020

Convergence Time Minimization of Federated Learning over Wireless Networks.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Federated Learning with Quantization Constraints.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Reinforcement Learning for Minimizing Age of Information under Realistic Physical Dynamics.
Proceedings of the IEEE Global Communications Conference, 2020

Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks.
Proceedings of the IEEE Global Communications Conference, 2020

Resource Allocation for Wireless Communications with Distributed Reconfigurable Intelligent Surfaces.
Proceedings of the IEEE Global Communications Conference, 2020

Learning While Tracking: A Practical System Based on Variational Gaussian Process State-Space Model and Smartphone Sensory Data.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images.
Proceedings of the Computer Vision - ECCV 2020, 2020

Towards Content-Independent Multi-Reference Super-Resolution: Adaptive Pattern Matching and Feature Aggregation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Peeking into Occluded Joints: A Novel Framework for Crowd Pose Estimation.
Proceedings of the Computer Vision - ECCV 2020, 2020

MetaSelection: Metaheuristic Sub-Structure Selection for Neural Network Pruning Using Evolutionary Algorithm.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

PointASNL: Robust Point Clouds Processing Using Nonlocal Neural Networks With Adaptive Sampling.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

FPConv: Learning Local Flattening for Point Convolution.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

VIPNet: A Fast and Accurate Single-View Volumetric Reconstruction by Learning Sparse Implicit Point Guidance.
Proceedings of the 8th International Conference on 3D Vision, 2020

2019
Energy Efficiency of Amplify-and-Forward Full-Duplex Relay Channels.
IEEE Wirel. Commun. Lett., 2019

Multi-Antenna Channel Interpolation via Tucker Decomposed Extreme Learning Machine.
IEEE Trans. Veh. Technol., 2019

Distributed Gaussian Processes Hyperparameter Optimization for Big Data Using Proximal ADMM.
IEEE Signal Process. Lett., 2019

Wireless Traffic Prediction With Scalable Gaussian Process: Framework, Algorithms, and Verification.
IEEE J. Sel. Areas Commun., 2019

TV White Space Spectrum Analysis Based on Machine Learning.
J. Commun. Inf. Networks, 2019

Load Balancing for Ultradense Networks: A Deep Reinforcement Learning-Based Approach.
IEEE Internet Things J., 2019

Power Control in Energy Harvesting Multiple Access System With Reinforcement Learning.
IEEE Internet Things J., 2019

Reinforcement Learning-Based Multiaccess Control and Battery Prediction With Energy Harvesting in IoT Systems.
IEEE Internet Things J., 2019

Joint Computation and Communication Cooperation for Energy-Efficient Mobile Edge Computing.
IEEE Internet Things J., 2019

Voting-Based Multi-Agent Reinforcement Learning.
CoRR, 2019

A General O(n<sup>2</sup>) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM.
CoRR, 2019

Load Balancing for Ultra-Dense Networks: A Deep Reinforcement Learning Based Approach.
CoRR, 2019

GreenFlowing: A Green Way of Reducing Electricity Cost for Cloud Data Center Using Heterogeneous ESDs.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Learning Mutually Local-Global U-Nets For High-Resolution Retinal Lesion Segmentation In Fundus Images.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

3D Enhanced Multi-scale Network for Thoracic Organs Segmentation.
Proceedings of the 2019 Challenge on Segmentation of THoracic Organs at Risk in CT Images, 2019

A Novel Joint Character Categorization and Localization Approach for Character-Level Scene Text Recognition.
Proceedings of the Second International Workshop on Machine Learning, 2019

Distributed Gaussian Process: New Paradigm and Application to Wireless Traffic Prediction.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Deep Reinforcement Learning Based Mobility Load Balancing Under Multiple Behavior Policies.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Scalable Gaussian Process Using Inexact Admm for Big Data.
Proceedings of the IEEE International Conference on Acoustics, 2019

Performance Optimization of Federated Learning over Wireless Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Transmembrane Topology Identification by Fusing Evolutionary and Co-evolutionary Information with Cascaded Bidirectional Transformers.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018
Mobile Big Data
Wireless Networks, Springer, ISBN: 978-3-319-96115-6, 2018

Data Driven Automatic Modulation Classification via Dictionary Learning.
IEEE Wirel. Commun. Lett., 2018

Spatio-Temporal Wireless Traffic Prediction With Recurrent Neural Network.
IEEE Wirel. Commun. Lett., 2018

A Novel Pilot Assignment Scheme in Massive MIMO Networks.
IEEE Wirel. Commun. Lett., 2018

Joint Offloading and Computing Optimization in Wireless Powered Mobile-Edge Computing Systems.
IEEE Trans. Wirel. Commun., 2018

Real-Time Adaptively Regularized Compressive Sensing in Cognitive Radio Networks.
IEEE Trans. Veh. Technol., 2018

Data-Driven Nonparametric Existence and Association Problems.
IEEE Trans. Signal Process., 2018

Fast Maximum Entropy Machine for Big Imbalanced Datasets.
J. Commun. Inf. Networks, 2018

Handover Control in Wireless Systems via Asynchronous Multiuser Deep Reinforcement Learning.
IEEE Internet Things J., 2018

Distributed Quickest Detection in Sensor Networks via Two-Layer Large Deviation Analysis.
IEEE Internet Things J., 2018

Guest Editorial: Special Issue on AI Powered Network Management: Data-Driven Approaches Under Resource Constraints.
IEEE Internet Things J., 2018

MIMO Channel Interpolation via Tucker Decomposed Extreme Learning Machine.
CoRR, 2018

A Two-Step Learning and Interpolation Method for Location-Based Channel Database.
CoRR, 2018

Reinforcement Learning based Multi-Access Control and Battery Prediction with Energy Harvesting in IoT Systems.
CoRR, 2018

Cooperative Computation and Communication for Mobile Edge Computing.
CoRR, 2018

Handover Control in Wireless Systems via Asynchronous Multi-User Deep Reinforcement Learning.
CoRR, 2018

Streaming Algorithms for News and Scientific Literature Recommendation: Monotone Submodular Maximization With a $d$ -Knapsack Constraint.
IEEE Access, 2018

Fast Budgeted Influence Maximization Over Multi-Action Event Logs.
IEEE Access, 2018

Joint computation and communication cooperation for mobile edge computing.
Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018

Fast Similarity Search via Optimal Sparse Lifting.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Online MEM Based Binary Classification Algorithm for China Mobile Imbalanced Dataset.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2018

Handover Optimization via Asynchronous Multi-User Deep Reinforcement Learning.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Streaming Influence Maximization in Social Networks Based on Multi-Action Credit Distribution.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Data-Driven Nonparametric Hypothesis Testing.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Two-Step Learning and Interpolation Method for Location-Based Channel Database Construction.
Proceedings of the IEEE Global Communications Conference, 2018

Reinforcement Learning Based Multi-Access Control with Energy Harvesting.
Proceedings of the IEEE Global Communications Conference, 2018

One-Class Classifier Based Fault Detection in Distribution Systems with Distributed Energy Resources.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Tensor-based Spectral Analysis of Cascading Failures over Multilayer Complex Systems.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017
Sensing Statistical Primary Network Patterns via Bayesian Network Structure Learning.
IEEE Trans. Veh. Technol., 2017

Learning-Based Distributed Detection-Estimation in Sensor Networks With Unknown Sensor Defects.
IEEE Trans. Signal Process., 2017

Detection of Cooperative Interactions in Logistic Regression Models.
IEEE Trans. Signal Process., 2017

Load-Dependent Cascading Failures in Finite-Size Erdös-Rényi Random Networks.
IEEE Trans. Netw. Sci. Eng., 2017

Mobile Big Data: The Fuel for Data-Driven Wireless.
IEEE Internet Things J., 2017

Multiuser Gain in Energy Harvesting Wireless Communications.
IEEE Access, 2017

Cognitive Context-Aware Distributed Storage Optimization in Mobile Cloud Computing: A Stable Matching Based Approach.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Renovating location-based routing for integrated communication privacy and efficiency in IoT.
Proceedings of the IEEE International Conference on Communications, 2017

High-Accuracy Wireless Traffic Prediction: A GP-Based Machine Learning Approach.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Feature Selection with Interactions in Logistic Regression Models using Multivariate Synergies for a GWAS Application.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016
Cooperative Wideband Spectrum Sensing Over Fading Channels.
IEEE Trans. Veh. Technol., 2016

Distributed Opportunistic Scheduling for Energy Harvesting Based Wireless Networks: A Two-Stage Probing Approach.
IEEE/ACM Trans. Netw., 2016

Cascading Failures in Load-Dependent Finite-Size Random Geometric Networks.
IEEE Trans. Netw. Sci. Eng., 2016

A Feature Article Cluster on Brain Signal Analytics: Analytical Approaches to Enhanced Understanding of Brain Function From the Editors.
IEEE Signal Process. Mag., 2016

Reliable and Efficient Sub-Nyquist Wideband Spectrum Sensing in Cooperative Cognitive Radio Networks.
IEEE J. Sel. Areas Commun., 2016

Delay-Energy Tradeoff in Multicast Scheduling for Green Cellular Systems.
IEEE J. Sel. Areas Commun., 2016

Guest Editorial Emerging Technologies.
IEEE J. Sel. Areas Commun., 2016

Streaming Algorithms for News and Scientific Literature Recommendation: Submodular Maximization with a d-Knapsack Constraint.
CoRR, 2016

Multiuser Energy Diversity in Energy Harvesting Wireless Communications.
CoRR, 2016

A fast receiver sensitivity identification method for wireless systems.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Optimal linear cooperation for signal classification.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Efficient Blind Cooperative Wideband Spectrum Sensing Based on Joint Sparsity.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Centralized Approaches for Exploiting Multiuser Energy Diversity in Energy Harvesting Communications.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Submodular maximization with multi-knapsack constraints and its applications in scientific literature recommendations.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Pairwise interaction analysis of logistic regression models.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Distributed Bayesian quickest change detection in sensor networks via large deviation analysis.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Big data processing for smart grid security.
Proceedings of the Big Data over Networks, 2016

Big data aware wireless communication: challenges and opportunities.
Proceedings of the Big Data over Networks, 2016

2015
Video delivery in heterogenous crans: architectures and strategies.
IEEE Wirel. Commun., 2015

Optimal Discrete Power Control in Poisson-Clustered Ad Hoc Networks.
IEEE Trans. Wirel. Commun., 2015

Power Versus Spectrum 2-D Sensing in Energy Harvesting Cognitive Radio Networks.
IEEE Trans. Signal Process., 2015

Distributed Kalman Filtering With Quantized Sensing State.
IEEE Trans. Signal Process., 2015

On Asymptotic Statistics for Geometric Routing Schemes in Wireless Ad Hoc Networks.
IEEE/ACM Trans. Netw., 2015

Diversity-Multiplexing Tradeoff for the Interference Channel With a Relay.
IEEE Trans. Inf. Theory, 2015

Generalized Cut-Set Bounds for Broadcast Networks.
IEEE Trans. Inf. Theory, 2015

Distributed Kalman Filtering Over Massive Data Sets: Analysis Through Large Deviations of Random Riccati Equations.
IEEE Trans. Inf. Theory, 2015

Resource Allocation for Multiple Access Channel With Conferencing Links and Shared Renewable Energy Sources.
IEEE J. Sel. Areas Commun., 2015

Correlation-Based Spectrum Sensing With Oversampling in Cognitive Radio.
IEEE J. Sel. Areas Commun., 2015

Special issue on big data networking-challenges and applications.
J. Commun. Networks, 2015

Power vs. Spectrum 2-D Sensing in Energy Harvesting Cognitive Radio Networks.
CoRR, 2015

Distributed Bayesian Quickest Change Detection in Sensor Networks via Two-layer Large Deviation Analysis.
CoRR, 2015

A general utility optimization framework for energy-harvesting-based wireless communications.
IEEE Commun. Mag., 2015

Wireless communications in the era of big data.
IEEE Commun. Mag., 2015

WiMAC: Rapid Implementation Platform for User Definable MAC Protocols Through Separation.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Two-dimensional sensing in energy harvesting cognitive radio networks.
Proceedings of the IEEE International Conference on Communication, 2015

Efficient learning of statistical primary patterns via Bayesian network.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Distributed Kalman Filtering with quantized sensing state.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Performance Analysis for Energy Harvesting Communication Systems: From Throughput to Energy Diversity.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Wavelet transform processing for cellular traffic prediction in machine learning networks.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

On the representability of integer polymatroids: Applications in linear code construction.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014
Optimal Power Allocation for Wireless Sensor Networks with Outage Constraint.
IEEE Wirel. Commun. Lett., 2014

Optimal Power Allocation for Outage Probability Minimization in Fading Channels with Energy Harvesting Constraints.
IEEE Trans. Wirel. Commun., 2014

Large Overlaid Cognitive Radio Networks: From Throughput Scaling to Asymptotic Multiplexing Gain.
IEEE Trans. Wirel. Commun., 2014

Peak-to-Average Power Ratio Reduction for OFDM/OQAM Signals via Alternative-Signal Method.
IEEE Trans. Veh. Technol., 2014

Linearized Robust Beamforming for Two-Way Relay Systems.
IEEE Signal Process. Lett., 2014

Spectrum Sensing: To Cooperate or Not to Cooperate?
EAI Endorsed Trans. Wirel. Spectr., 2014

Distributed Kalman Filtering over Big Data: Analysis Through Large Deviations of Random Riccati Equations.
CoRR, 2014

Opportunistic Multi-Channel Access in Heterogeneous Networks with Renewable Energy Supplies.
CoRR, 2014

Cognitive Learning of Statistical Primary Patterns via Bayesian Network.
CoRR, 2014

Cascading Failures in Finite-Size Random Geometric Networks.
CoRR, 2014

Polyhedral description of the symmetrical latency capacity region of broadcast channels.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Exploiting multi-channel transmission for opportunistic access with renewable energy sources.
Proceedings of the 6th International Symposium on Communications, 2014

Distributed opportunistic scheduling for wireless networks powered by renewable energy sources.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Joint random spectrum sensing and access scheme for decentralized cognitive radio networks.
Proceedings of the IEEE International Conference on Communications, 2014

Load-based cascading failure analysis in finite Erdös-Rényi random networks.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

An analytical approach to study cascading failures in finite-size random geometric networks.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
Network Robustness under Large-Scale Attacks.
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4614-4860-0, 2013

Gaussian Interference Channel with State Information.
IEEE Trans. Wirel. Commun., 2013

Source Power Allocation and Relaying Design for Two-Hop Interference Networks with Relay Conferencing.
IEEE Trans. Wirel. Commun., 2013

On the Alternative Relaying Gaussian Diamond Channel with Conferencing Links.
IEEE Trans. Wirel. Commun., 2013

Outage Capacity and Optimal Transmission for Dying Channels.
IEEE Trans. Commun., 2013

Throughput Maximization for the Gaussian Relay Channel with Energy Harvesting Constraints.
IEEE J. Sel. Areas Commun., 2013

Quickest Change Point Detection and Identification Across a Generic Sensor Array
CoRR, 2013

Optimal resource allocation for multiple access channels with a shared renewable energy source.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

Optimal resource allocation for multiple access channel with conferencing links and a shared renewable energy source.
Proceedings of the IEEE International Conference on Acoustics, 2013

Power allocation for joint estimation with energy harvesting constraints.
Proceedings of the IEEE International Conference on Acoustics, 2013

Discrete location-dependent power control in wireless clustered ad hoc networks.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Threshold-based transmissions for large relay networks powered by renewable energy.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Large deviation solution for cooperative spectrum sensing with diversity analysis.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Competitive analysis of online throughput maximization schemes for multiple access channels with a shared renewable energy source.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Quickest change detection and identification across a sensor array.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Study of user On/Off patterns in random networks.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012
On Design of Rateless Codes over Dying Binary Erasure Channel.
IEEE Trans. Commun., 2012

On the Achievable Rates of the Diamond Relay Channel with Conferencing Links.
IEEE Trans. Commun., 2012

Asymptotic Capacity of Large Relay Networks with Conferencing Links.
IEEE Trans. Commun., 2012

Coordinated Data-Injection Attack and Detection in the Smart Grid: A Detailed Look at Enriching Detection Solutions.
IEEE Signal Process. Mag., 2012

Throughput and Delay Scaling in Supportive Two-Tier Networks.
IEEE J. Sel. Areas Commun., 2012

Optimal Power Allocation for Outage Minimization in Fading Channels with Energy Harvesting Constraints
CoRR, 2012

On the Alternative Relaying Diamond Channel with Conferencing Links
CoRR, 2012

Generalized cut-set bounds for networks with collocated messages.
Proceedings of the International Symposium on Network Coding, 2012

Capacity bounds for the alternative relaying diamond channel with conferencing links.
Proceedings of the International Symposium on Information Theory and its Applications, 2012

Outage minimization in fading channels under energy harvesting constraints.
Proceedings of IEEE International Conference on Communications, 2012

Delay-constrained Gaussian relay channel with energy harvesting nodes.
Proceedings of IEEE International Conference on Communications, 2012

Robust beamforming with channel uncertainty for two-way relay networks.
Proceedings of IEEE International Conference on Communications, 2012

Distributed estimation in sensor networks with imperfect model information: An adaptive learning-based approach.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Optimal resource allocation for Gaussian relay channel with energy harvesting constraints.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Outage minimization in fading channels: Optimal power allocation with channel distribution information known at transmitter.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Noncooperative Games for Autonomous Consumer Load Balancing over Smart Grid.
Proceedings of the Game Theory for Networks, 2012

2011
On Design of Collaborative Beamforming for Two-Way Relay Networks.
IEEE Trans. Signal Process., 2011

Optimal Distributed Beamforming for MISO Interference Channels.
IEEE Trans. Signal Process., 2011

Study of Gaussian Relay Channels with Correlated Noises.
IEEE Trans. Commun., 2011

Asymptotic Capacity of Large Fading Relay Networks with Random Node Failures.
IEEE Trans. Commun., 2011

Signal Processing for Networking and Communications [In the Spotlight].
IEEE Signal Process. Mag., 2011

Interference Channel with State Information
CoRR, 2011

Study of Large Overlaid Cognitive Radio Networks: From Throughput Scaling to Asymptotic Multiplexing Gain
CoRR, 2011

Distributed joint cyber attack detection and state recovery in smart grids.
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

Distributed detection in noisy sensor networks.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Achievable Rate Regions for Discrete Memoryless Interference Channel with State Information.
Proceedings of IEEE International Conference on Communications, 2011

On the Capacity of a Class of Cognitive Z-Interference Channels.
Proceedings of IEEE International Conference on Communications, 2011

Convergence results in distributed Kalman filtering.
Proceedings of the IEEE International Conference on Acoustics, 2011

Robust Distributed Least-Squares Estimation in Sensor Networks with Node Failures.
Proceedings of the Global Communications Conference, 2011

Achievable Rates of Two-Hop Interference Networks with Conferencing Relays.
Proceedings of the Global Communications Conference, 2011

Bandit problems in networks: Asymptotically efficient distributed allocation rules.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Symmetric Gaussian interference channel with state information.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

Coordinated multi-cell beamforming for TD-LTE-advanced systems.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Session TA8b1: Multiple antennas in multi-user systems and networks.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Energy-efficient protocols for wireless networks with adaptive MIMO capabilities.
Wirel. Networks, 2010

Cooperative communications based on rateless network coding in distributed MIMO systems.
IEEE Wirel. Commun., 2010

Cooperative interference management with MISO beamforming.
IEEE Trans. Signal Process., 2010

Optimal linear fusion for distributed detection via semidefinite programming.
IEEE Trans. Signal Process., 2010

Scaling Laws for Overlaid Wireless Networks: A Cognitive Radio Network versus a Primary Network.
IEEE/ACM Trans. Netw., 2010

On the relationship between the multi-antenna secrecy communications and cognitive radio communications.
IEEE Trans. Commun., 2010

Dynamic Resource Allocation in Cognitive Radio Networks.
IEEE Signal Process. Mag., 2010

A biologically inspired networking model for wireless sensor networks.
IEEE Netw., 2010

A Selection Region Based Routing Protocol for Random Mobile ad hoc Networks
CoRR, 2010

On Design of Distributed Beamforming for Two-Way Relay Networks
CoRR, 2010

Compress-and-Forward Performance in Low-SNR Relay Channels
CoRR, 2010

Dynamic Resource Allocation in Cognitive Radio Networks: A Convex Optimization Perspective
CoRR, 2010

Study of Half-Duplex Gaussian Relay Channels with Correlated Noises.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Cooperative Interference Management in Multi-Cell Downlink Beamforming.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

2009
Power and Rate Control for Delay-Constrained Cognitive Radios Via Dynamic Programming.
IEEE Trans. Veh. Technol., 2009

Optimal Multiband Joint Detection for Spectrum Sensing in Cognitive Radio Networks.
IEEE Trans. Signal Process., 2009

Detection outage and detection diversity in a homogeneous distributed sensor network.
IEEE Trans. Signal Process., 2009

On ergodic sum capacity of fading cognitive multiple-access and broadcast channels.
IEEE Trans. Inf. Theory, 2009

Optimal beamforming for two-way multi-antenna relay channel with analogue network coding.
IEEE J. Sel. Areas Commun., 2009

Optimization Techniques in Wireless Communications.
EURASIP J. Wirel. Commun. Netw., 2009

Delay-throughput tradeoff for overlaid wireless networks of different priorities.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Generalized results of transmission capacities for overlaid wireless networks.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Achievable rates and capacity for Gaussian relay channels with correlated noises.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Delay-throughput tradeoff for supportive two-tier networks.
Proceedings of the IEEE International Symposium on Information Theory, 2009

On Capacity Region of Two-Way Multi-Antenna Relay Channel with Analogue Network Coding.
Proceedings of IEEE International Conference on Communications, 2009

Optimal Transmission for Dying Channels.
Proceedings of IEEE International Conference on Communications, 2009

Transmission Capacities for Overlaid Wireless Ad Hoc Networks with Outage Constraints.
Proceedings of IEEE International Conference on Communications, 2009

Optimal linear fusion for distributed spectrum sensing via semidefinite programming.
Proceedings of the IEEE International Conference on Acoustics, 2009

Asymptotic Capacity of Large Fading Relay Networks under Random Attacks.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Delay-Throughput Tradeoff for Supportive Two-Tier Networks: A Static Primary Tier Vs. a Mobile Secondary Tier.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Asymptotic capacity of randomly-failing relay networks with DF strategy.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008
Energy-Efficient Cooperative Communication Based on Power Control and Selective Single-Relay in Wireless Sensor Networks.
IEEE Trans. Wirel. Commun., 2008

Efficient subcarrier, power, and rate allocation with fairness consideration for OFDMA uplink.
IEEE Trans. Wirel. Commun., 2008

Energy-Efficient Cooperative Communication in a Clustered Wireless Sensor Network.
IEEE Trans. Veh. Technol., 2008

Linear Coherent Decentralized Estimation.
IEEE Trans. Signal Process., 2008

An Efficient Water-Filling Solution for Linear Coherent Joint Estimation.
IEEE Trans. Signal Process., 2008

A q-Parameterized Deterministic Annealing EM Algorithm Based on Nonextensive Statistical Mechanics.
IEEE Trans. Signal Process., 2008

Collaborative wideband sensing for cognitive radios.
IEEE Signal Process. Mag., 2008

Price-Based Spectrum Management in Cognitive Radio Networks.
IEEE J. Sel. Top. Signal Process., 2008

Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks.
IEEE J. Sel. Top. Signal Process., 2008

A bio-inspired distributed clustering algorithm for wireless sensor networks.
Proceedings of the 4th Annual International Conference on Wireless Internet, 2008

Spectrum Sharing in Cognitive Radio Networks.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Wideband Spectrum Sensing in Cognitive Radio Networks.
Proceedings of IEEE International Conference on Communications, 2008

Multi-Band Power and Rate Control for Cognitive Radios with Energy Constraints: A Dynamic Programming Approach.
Proceedings of IEEE International Conference on Communications, 2008

Spatial-spectral joint detection for wideband spectrum sensing in cognitive radio networks.
Proceedings of the IEEE International Conference on Acoustics, 2008

On the Outage Capacity of a Dying Channel.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Scaling Laws for Overlaid Wireless Networks: A Cognitive Radio Network vs. a Primary Network.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Power and Rate Control for Cognitive Radios: A Dynamic Programming Approach.
Proceedings of the 3rd International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2008

On ergodic sum capacity of fading cognitive multiple-access channel.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007
Joint Power Minimization in Wireless Relay Channels.
IEEE Trans. Wirel. Commun., 2007

Cross-Layer Energy and Delay Optimization in Small-Scale Sensor Networks.
IEEE Trans. Wirel. Commun., 2007

Estimation Diversity and Energy Efficiency in Distributed Sensing.
IEEE Trans. Signal Process., 2007

Modeling and optimization of transmission schemes in energy-constrained wireless sensor networks.
IEEE/ACM Trans. Netw., 2007

Detection Outage and Detection Diversity in Distributed Sensor Networks.
Proceedings of the IEEE International Symposium on Information Theory, 2007

A Q-EM Based Simulated Annealing Algorithm for Finite Mixture Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2007

An Optimal Strategy for Cooperative Spectrum Sensing in Cognitive Radio Networks.
Proceedings of the Global Communications Conference, 2007

Power and Rate Control with Dynamic Programming for Cognitive Radios.
Proceedings of the Global Communications Conference, 2007

2006
Cross-Layer Design for Lifetime Maximization in Interference-Limited Wireless Sensor Networks.
IEEE Trans. Wirel. Commun., 2006

Power scheduling of universal decentralized estimation in sensor networks.
IEEE Trans. Signal Process., 2006

Cross-layer design of energy-constrained networks using cooperative MIMO techniques.
Signal Process., 2006

Adaptive multi-antenna power control in wireless networks.
Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2006

Estimation Diversity with Multiple Heterogeneous Sensors.
Proceedings of IEEE International Conference on Communications, 2006

Medium Access Control for Multi-Channel Parallel Transmission in Cognitive Radio Networks.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

A Low-complexity Adaptive Subcarrier, Bit, and Power Allocation Algorithm for OFDMA Systems.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2005
Robust blind multiuser detection against signature waveform mismatch based on second-order cone programming.
IEEE Trans. Wirel. Commun., 2005

Energy-constrained modulation optimization.
IEEE Trans. Wirel. Commun., 2005

Energy-delay tradeoffs for data collection in TDMA-based sensor networks.
Proceedings of IEEE International Conference on Communications, 2005

Joint routing, MAC, and link layer optimization in sensor networks with energy constraints.
Proceedings of IEEE International Conference on Communications, 2005

Energy-efficient joint estimation in sensor networks: analog vs. digital.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Energy efficient routing based on cooperative MIMO techniques.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Energy-efficiency of MIMO and cooperative MIMO techniques in sensor networks.
IEEE J. Sel. Areas Commun., 2004

Joint estimation in sensor networks under energy constraints.
Proceedings of the First Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2004

Joint modulation and multiple access optimization under energy constraints.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003
Modulation optimization under energy constraints.
Proceedings of IEEE International Conference on Communications, 2003

Energy-constrained modulation optimization for coded systems.
Proceedings of the Global Telecommunications Conference, 2003

2001
Robust blind multiuser detection against CDMA signature mismatch.
Proceedings of the IEEE International Conference on Acoustics, 2001


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