Xu Yuan

Orcid: 0000-0003-3775-3033

Affiliations:
  • University of Delaware, Newark, DE, USA
  • University of Louisiana at Lafayette, LA, USA (former)
  • University of Toronto, Department of Electrical and Computer Engineering, ON, Canada (former)
  • Virginia Polytechnic Institute and State University, Blacksburg, VA, USA (former, PhD 2016)


According to our database1, Xu Yuan authored at least 98 papers between 2013 and 2024.

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Timeline

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Bibliography

2024
Freyr $^+$+: Harvesting Idle Resources in Serverless Computing via Deep Reinforcement Learning.
IEEE Trans. Parallel Distributed Syst., November, 2024

Room-scale Location Trace Tracking via Continuous Acoustic Waves.
ACM Trans. Sens. Networks, May, 2024

EchoSensor: Fine-grained Ultrasonic Sensing for Smart Home Intrusion Detection.
ACM Trans. Sens. Networks, January, 2024

FairECom: Towards Proof of E-Commerce Fairness Against Price Discrimination.
IEEE Trans. Dependable Secur. Comput., 2024

Enhancing Model Poisoning Attacks to Byzantine-Robust Federated Learning via Critical Learning Periods.
Proceedings of the 27th International Symposium on Research in Attacks, 2024

FedRoLA: Robust Federated Learning Against Model Poisoning via Layer-based Aggregation.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Hadar: Heterogeneity-Aware Optimization-Based Online Scheduling for Deep Learning Cluster.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

FedClust: Optimizing Federated Learning on Non-IID Data Through Weight-Driven Client Clustering.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering.
Proceedings of the 53rd International Conference on Parallel Processing, 2024

Backdoor Federated Learning by Poisoning Backdoor-Critical Layers.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Soft Error Resilience Analysis of LSTM Networks.
Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

A New Routing Strategy to Improve Success Rates of Quantum Computers.
Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

Towards Robust Vision Transformer via Masked Adaptive Ensemble.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Age of Information Optimization in Multi-Channel Based Multi-Hop Wireless Networks.
IEEE Trans. Mob. Comput., October, 2023

Attacking Deep Reinforcement Learning With Decoupled Adversarial Policy.
IEEE Trans. Dependable Secur. Comput., 2023

FuzzyDedup: Secure Fuzzy Deduplication for Cloud Storage.
IEEE Trans. Dependable Secur. Comput., 2023

Comprehensive Transformer-Based Model Architecture for Real-World Storm Prediction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

CriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated Learning.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Libra: Harvesting Idle Resources Safely and Timely in Serverless Clusters.
Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

Graph Neural Network Assisted Quantum Compilation for Qubit Allocation.
Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Devils in Your Apps: Vulnerabilities and User Privacy Exposure in Mobile Notification Systems.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Network, 2023

Data Privacy Examination against Semi-Supervised Learning.
Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Detection Tolerant Black-Box Adversarial Attack Against Automatic Modulation Classification With Deep Learning.
IEEE Trans. Reliab., 2022

Eiffel: Efficient and Fair Scheduling in Adaptive Federated Learning.
IEEE Trans. Parallel Distributed Syst., 2022

Protecting Synchronization Mechanisms of Parallel Big Data Kernels via Logging.
IEEE Trans. Computers, 2022

Accelerating Serverless Computing by Harvesting Idle Resources.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Cascade Variational Auto-Encoder for Hierarchical Disentanglement.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Realizing Best Checkpointing Control in Computing Systems.
IEEE Trans. Parallel Distributed Syst., 2021

ReliableBox: Secure and Verifiable Cloud Storage With Location-Aware Backup.
IEEE Trans. Parallel Distributed Syst., 2021

Boosting or Hindering: AoI and Throughput Interrelation in Routing-Aware Multi-Hop Wireless Networks.
IEEE/ACM Trans. Netw., 2021

Signed-PageRank: An Efficient Influence Maximization Framework for Signed Social Networks.
IEEE Trans. Knowl. Data Eng., 2021

PPCL: Privacy-preserving collaborative learning for mitigating indirect information leakage.
Inf. Sci., 2021

Fall Detection via Inaudible Acoustic Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

EchoSpot: Spotting Your Locations via Acoustic Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

CycleGuard: A Smartphone-based Assistive Tool for Cyclist Safety Using Acoustic Ranging.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Unsupervised Lifelong Learning with Curricula.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Messy States of Wiring: Vulnerabilities in Emerging Personal Payment Systems.
Proceedings of the 30th USENIX Security Symposium, 2021

Precise Weather Parameter Predictions for Target Regions via Neural Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

Incorporating Relational Knowledge in Explainable Fake News Detection.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

GPU-Assisted Memory Expansion.
Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2021

Interpretable Minority Synthesis for Imbalanced Classification.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Reverse Attack: Black-box Attacks on Collaborative Recommendation.
Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

Platform-Oblivious Anti-Spam Gateway.
Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021

Online Learning in Variable Feature Spaces under Incomplete Supervision.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Predicted Decoupling for Coexistence Between WiFi and LTE in Unlicensed Band.
IEEE Trans. Veh. Technol., 2020

Enabling Encrypted Boolean Queries in Geographically Distributed Databases.
IEEE Trans. Parallel Distributed Syst., 2020

Cooperative Memory Expansion via OS Kernel Support for Networked Computing Systems.
IEEE Trans. Parallel Distributed Syst., 2020

Endpoint-Flexible Coflow Scheduling Across Geo-Distributed Datacenters.
IEEE Trans. Parallel Distributed Syst., 2020

MAN: Mutual Attention Neural Networks Model for Aspect-Level Sentiment Classification in SIoT.
IEEE Internet Things J., 2020

Instant AoI Optimization in IoT Networks with Packet Combination.
Proceedings of the 17th Annual IEEE International Conference on Sensing, 2020

Scale invariant learning from trapezoidal data streams.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

AoI and Throughput Tradeoffs in Routing-aware Multi-hop Wireless Networks.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Efficient Coflow Transmission for Distributed Stream Processing.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Learning Interpretable Representations with Informative Entanglements.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

E-LAS: Design and Analysis of Completion-Time Agnostic Scheduling for Distributed Deep Learning Cluster.
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

Active Learning with Multi-Granular Graph Auto-Encoder.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Towards Poisoning the Neural Collaborative Filtering-Based Recommender Systems.
Proceedings of the Computer Security - ESORICS 2020, 2020

2019
Joint User-AP Association and Resource Allocation in Multi-AP 60-GHz WLAN.
IEEE Trans. Veh. Technol., 2019

Toward Secure and Scalable Computation in Internet of Things Data Applications.
IEEE Internet Things J., 2019

Pseudo-Honeypot: Toward Efficient and Scalable Spam Sniffer.
Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

Traceable Private Set Intersection in Cloud Computing.
Proceedings of the 2019 IEEE Conference on Dependable and Secure Computing, 2019

Toward Efficient Spammers Gathering in Twitter Social Networks.
Proceedings of the Ninth ACM Conference on Data and Application Security and Privacy, 2019

TweetScore: Scoring Tweets via Social Attribute Relationships for Twitter Spammer Detection.
Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security, 2019

2018
On the integration of SIC and MIMO DoF for interference cancellation in wireless networks.
Wirel. Networks, 2018

On Multicast Throughput in Multihop MIMO Networks With Interference Alignment.
IEEE Trans. Veh. Technol., 2018

Cost Minimization for Cooperative Traffic Relaying Between Primary and Secondary Networks.
IEEE Trans. Mob. Comput., 2018

Cooperative Interference Neutralization in Multi-Hop Wireless Networks.
IEEE Trans. Commun., 2018

Secrecy Rate Optimization in Wireless Multi-Hop Full Duplex Networks.
IEEE Access, 2018

On Full Duplex Scheduling for Energy Efficiency Maximization in Multi-Hop Wireless Networks.
IEEE Access, 2018

Leveraging Endpoint Flexibility when Scheduling Coflows across Geo-distributed Datacenters.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

2017
Beyond Overlay: Reaping Mutual Benefits for Primary and Secondary Networks Through Node-Level Cooperation.
IEEE Trans. Mob. Comput., 2017

Impact of Full Duplex Scheduling on End-to-End Throughput in Multi-Hop Wireless Networks.
IEEE Trans. Mob. Comput., 2017

OFDM-Based Interference Alignment in Single-Antenna Cellular Wireless Networks.
IEEE Trans. Commun., 2017

Coexistence Between Wi-Fi and LTE on Unlicensed Spectrum: A Human-Centric Approach.
IEEE J. Sel. Areas Commun., 2017

Multi-Client Searchable Encryption over Distributed Key-Value Stores.
Proceedings of the 2017 IEEE International Conference on Smart Computing, 2017

On AP Assignment and Transmission Scheduling for Multi-AP 60 GHz WLAN.
Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

Secure multi-client data access with boolean queries in distributed key-value stores.
Proceedings of the 2017 IEEE Conference on Communications and Network Security, 2017

2016
A Distributed Algorithm to Achieve Transparent Coexistence for a Secondary Multi-Hop MIMO Network.
IEEE Trans. Wirel. Commun., 2016

Joint Flow Routing and DoF Allocation in Multihop MIMO Networks.
IEEE Trans. Wirel. Commun., 2016

Cross-Layer Optimization for Multi-Hop Wireless Networks With Successive Interference Cancellation.
IEEE Trans. Wirel. Commun., 2016

Cooperative Interference Mitigation for Heterogeneous Multi-Hop Wireless Networks Coexistence.
IEEE Trans. Wirel. Commun., 2016

An Online Admission Control Algorithm for Dynamic Traffic in Underlay Coexistence Paradigm.
IEEE Trans. Cogn. Commun. Netw., 2016

On Throughput Region for Primary and Secondary Networks With Node-Level Cooperation.
IEEE J. Sel. Areas Commun., 2016

Nullification in the air: Interference neutralization in multi-hop wireless networks.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

2015
Toward Transparent Coexistence for Multihop Secondary Cognitive Radio Networks.
IEEE J. Sel. Areas Commun., 2015

Harmonizing SIC and MIMO DoF Interference Cancellation for Efficient Network-Wide Resource Allocation.
Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

Optimal throughput curve for primary and secondary users with node-level cooperation.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2015

2014
Increasing user throughput in cellular networks with interference alignment.
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

Achieving transparent coexistence in a multi-hop secondary network through distributed computation.
Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014

Cooperative cross-technology interference mitigation for heterogeneous multi-hop networks.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

2013
Beyond interference avoidance: On transparent coexistence for multi-hop secondary CR networks.
Proceedings of the 10th Annual IEEE International Conference on Sensing, 2013

UPS: A United Cooperative Paradigm for Primary and Secondary Networks.
Proceedings of the IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013

On Throughput Maximization for a Multi-hop MIMO Network.
Proceedings of the IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013


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