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2025
EGFR and CYP signaling disruption underlies 6PPD-quinone hepatotoxicity: Insights from a network and machine learning approach
Toxicology 2025SoK: On Gradient Leakage in Federated Learning
The 34th USENIX Security Symposium (USENIX Security) 2025An Incentive Framework for Task Offloading in Edge Computing Marketplaces under Price Competition
IEEE Transactions on Mobile Computing (TMC) 2025Poisoning Attacks to Knowledge Distillation-based Federated Learning
IEEE Transactions on Information Forensics and Security 2025Dynamic Buffer Management in Massively Parallel Systems: The Power of Randomness
ACM Transactions on Parallel Computing 2025Fair routing in MoE for distributed spatial data: a combinatorial multi-armed bandit solution
GeoInformatica 2025
2024
Self-Learning Neural Network as a Prediction Model in Non-Invasive Prenatal Testing to Detect Fetal SNVs
Journal of Translational Medicine 2024Longitudinal integrative cell-free DNA analysis in gestational diabetes mellitus
Cell Reports Medicine 2024Does Differential Privacy Really Protect Federated Learning from Gradient Leakage Attacks?
IEEE Transactions on Mobile Computing (TMC) 2024When Federated Learning Meets Knowledge Distillation
IEEE Wireless Communications 2024Federated Large Language Model: Solutions, Challenges and Future Directions
IEEE Wireless Communications 2024A Comparative Study of Intersection-Based Triangle Counting Algorithms on GPUs
2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS) 2024Data-driven Contribution-based Disciplinary Assessment System
Proceedings of the ACM Turing Award Celebration Conference-China 2024 2024A switch method of model inference serving oriented to serverless computing
Computer Engineering & Science 2024Exploring nonintrusive measurements of spatio‐temporal portrait of microservices
Tao Zeng,Zichen Xu,Dan Wu,Xiaoling Li,Biyong Liu,Haichuan Hu,Shuang Tan,Yusong Tan,Chenren Xu,Christopher StewartSoftware: Practice and Experience 2024Edge AI-driven neural network predictions for replica sync optimization
Applied Soft Computing 2024Imperceptible Content Poisoning in LLM-Powered Applications
Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering 2024λgrapher: A resource-efficient serverless system for gnn serving through graph sharing
Proceedings of the ACM Web Conference 2024 2024
2023
Shield Against Gradient Leakage Attacks: Adaptive Privacy-Preserving Federated Learning
IEEE/ACM Transactions on Networking (ToN) 2023Location Privacy-Aware Task Offloading in Mobile Edge Computing
IEEE Transactions on Mobile Computing 2023Label-free Poisoning Attack against Deep Unsupervised Domain Adaptation
IEEE Transactions on Dependable and Secure Computing 2023Towards Privacy-Driven Truthful Incentives for Mobile Crowdsensing Under Untrusted Platform
IEEE Transactions on Mobile Computing 2023Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems
ACM Computing Surveys 2023Hydis: A Hybrid Consistent KVS with Effective Sync Among Replicas
International Symposium on Advanced Parallel Processing Technologies 2023Fast and Scalable Gate-Level Simulation in Massively Parallel Systems
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) 2023Carbon footprint and service coverage tradeoffs in geo-diverse sites
Future Generation Computer Systems 2023SmartDL: energy-aware decremental learning in a mobile-based federation for geo-spatial system
Neural Computing and Applications 2023Geo-SPS: bipartite graph representation for GeoSpatial prenatal survey data
Neural Computing and Applications 2023Distributed processing of spatiotemporal ocean data: a survey
Xiaoyong Li,Jingyun Gu,Guolong Tan,Wenjing Jiang,Ao Cui,Leiming Shu,Kaijun Ren,Haoyang Zhu,Jedi S Shang,Zichen XuWorld Wide Web 2023Personalized re-ranking for recommendation with mask pretraining
Data Science and Engineering 2023Multi-source and heterogeneous marine hydrometeorology spatio-temporal data analysis with machine learning: a survey
World Wide Web 2023Local nonlinear dimensionality reduction via preserving the geometric structure of data
Pattern Recognition 2023
2022
Nonintrusive Measurement on Temporal and Spatial Features of Microservice Inferences
2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta) 2022Distributed Processing of Ocean Spatiotemporal Data: A Survey
Xiaoyong Li,Jingyun Gu,Guolong Tan,Wenjing Jiang,Ao Cui,Leiming Shu,Kaijun Ren,Haoyang Zhu,Zichen Xu2022Cost-effective BlackWater Raft on Highly Unreliable Nodes at Scale Out
arXiv preprint arXiv:2203.07920 2022RetroFlex: enabling intuitive human–robot collaboration with flexible retroreflective tags
CCF Transactions on Pervasive Computing and Interaction 2022Multi-query optimization revisited: A full-query algebraic method
2022 IEEE International Conference on Big Data (Big Data) 2022Dynamic memory management in massively parallel systems: a case on gpus
Proceedings of the 36th ACM International Conference on Supercomputing 2022From reanalysis to satellite observations: Gap-filling with imbalanced learning
GeoInformatica 2022Cost-effective strong consistency on scalable geo-diverse data replicas
IEEE Transactions on Cloud Computing 2022Tardis: Coverage-guided embedded operating system fuzzing
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 2022Wavelet transform-assisted adaptive generative modeling for colorization
IEEE Transactions on Multimedia 2022Vulnerability detection of ICS protocols via cross-state fuzzing
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 2022
2021
Smartphone Location Spoofing Attack in Wireless Networks
International Conference on Security and Privacy in Communication Systems 2021Towards Personalized Task-Oriented Worker Recruitment in Mobile Crowdsensing
IEEE Transactions on Mobile Computing 2021DEAL: Decremental Energy-Aware Learning in a Federated System
arXiv preprint arXiv:2102.03051 2021A containerization method for reinforcement learning based on RISC-V architecture
Computer Engineering & Science 2021Proceedings of the 33rd International Conference on Scientific and Statistical Database Management
2021Power-aware throughput control for containerized relational operation
CCF Transactions on High Performance Computing 2021Cost risk analysis for instance recommendation in a sustainable Cloud‐cyber‐physical system framework
Software: Practice and Experience 2021Improving ocean data services with semantics and quick index
Journal of Computer Science and Technology 2021A local similarity-preserving framework for nonlinear dimensionality reduction with neural networks
Database Systems for Advanced Applications: 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11–14, 2021, Proceedings, Part II 26 2021Deep learning-based weather prediction: a survey
Big Data Research 2021
2020
Towards Demand-Driven Dynamic Incentive for Mobile Crowdsensing Systems
IEEE Transactions on Wireless Communications 2020Developing (Almost) free distributed system labs using container-based technique
Proceedings of the ACM Turing Celebration Conference-China 2020Exploiting big. LITTLE batteries for software defined management on mobile devices
IEEE Transactions on Mobile Computing 2020CAPMAN: Cooling and active power management in big. LITTLE battery supported devices
2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS) 2020REDAEP: Robust and enhanced denoising autoencoding prior for sparse-view CT reconstruction
IEEE Transactions on Radiation and Plasma Medical Sciences 2020When FPGA meets cloud: A first look at performance
IEEE Transactions on Cloud Computing 2020
2019
A Machine Learning Framework for Domain Generation Algorithm (DGA)-Based Malware Detection
IEEE Access 2019Towards Privacy-preserving Incentive for Mobile Crowdsensing Under An Untrusted Platform
IEEE INFOCOM 2019 - IEEE Conference on Computer Communications 2019Personalized Privacy-Preserving Task Allocation for Mobile Crowdsensing
IEEE Transactions on Mobile Computing 2019Data-Intensive Computing Acceleration with Python in Xilinx FPGA
Data Quality and Trust in Big Data: 5th International Workshop, QUAT 2018, Held in Conjunction with WISE 2018, Dubai, UAE, November 12–15, 2018, Revised Selected Papers 5 2019Leavs: A Learning-Enabled Autonomous
Vehicle Simulation PlatformCognitive Systems and Signal Processing: 4th International Conference, ICCSIP 2018, Beijing, China, November 29-December 1, 2018, Revised Selected Papers, Part II 2019Rafting over on geo-diverse spot markets
IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) 2019Elastic, geo-distributed raft. In 2019 IEEE/ACM 27th International Symposium on Quality of Service (IWQoS)
2019Opioid abuse prediction based on multi-output support vector regression
Proceedings of the 2019 4th International Conference on Machine Learning Technologies 2019Elastic, geo-distributed raft
Proceedings of the International Symposium on Quality of Service 2019PsiDB: A framework for batched query processing and optimization
2019 IEEE International Conference on Big Data (Big Data) 2019Rethinking compact abating probability modeling for open set recognition problem in Cyber-physical systems
Journal of Systems Architecture 2019Top-k dominating queries on skyline groups
IEEE Transactions on Knowledge and Data Engineering 2019Exploring federated learning on battery-powered devices
Proceedings of the ACM turing celebration conference-China 2019
2018
A machine learning framework for studying domain generation algorithm (DGA)-based malware
International Conference on Security and Privacy in Communication Systems 2018Phishlimiter: A Phishing Detection and Mitigation Approach Using Software-Defined Networking
IEEE Access 2018Heterogeneous incentive mechanism for time-sensitive and location-dependent crowdsensing networks with random arrivals
Computer Networks 2018Pay On-Demand: Dynamic Incentive and Task Selection for Location-Dependent Mobile Crowdsensing Systems
2018 IEEE 38th International Conference on Distributed Computing 2018RISC: Risk Assessment of Instance Selection in Cloud Markets
Algorithms and Architectures for Parallel Processing: 18th International Conference, ICA3PP 2018, Guangzhou, China, November 15-17, 2018, Proceedings, Part I 18 2018
2017
Exploring Fast Artistic Style Merging on Heterogenous Architecture
2017 IEEE International Conference on Autonomic Computing (ICAC) 2017
2016
Energy Modeling and Management for Data Services in Multi-Tier Mobile Cloud Architectures
2016Blending on-demand and spot instances to lower costs for in-memory storage
IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer Communications 2016
2015
Role of LKB1-CRTC1 on glycosylated COX-2 and response to COX-2 inhibition in lung cancer
Chunxia Cao,Ruli Gao,Min Zhang,Antonio L. Amelio,Mohammad Fallahi,Zirong Chen,Yumei Gu,Chengbin Hu,Eric A. Welsh,Brienne E. Engel,Eric B. Haura1,W Douglas Cress,Lizi Wu,Maria Zajac-Kaye,Frederic J. KayeJournal of the National Cancer Institute 2015
2014
Aberrantly activated AREG–EGFR signaling is required for the growth and survival of CRTC1–MAML2 fusion-positive mucoepidermoid carcinoma cells
Oncogene 2014
2013
Brief report: Blockade of Notch signaling in muscle stem cells causes muscular dystrophic phenotype and impaired muscle regeneration
Shuibin, Lin； Huangxuan, Shen,Baofeng Jin,Yumei Gu,Zirong Chen,Chunxia Cao,Chengbin Hu,Charles Keller,Warren S. Pear,Lizi WuStem Cells 2013