Jiayu Zhou
Orcid: 0000-0003-4336-6777
According to our database1,
Jiayu Zhou
authored at least 205 papers
between 2007 and 2024.
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Bibliography
2024
IEEE Trans. Knowl. Data Eng., October, 2024
ACM Comput. Surv., October, 2024
DFIE3D: 3D-Aware Disentangled Face Inversion and Editing via Facial-Contrastive Learning.
IEEE Trans. Circuits Syst. Video Technol., September, 2024
Learning across diverse biomedical data modalities and cohorts: Challenges and opportunities for innovation.
Patterns, 2024
TransCell: <i>In Silico</i> Characterization of Genomic Landscape and Cellular Responses by Deep Transfer Learning.
Genom. Proteom. Bioinform., 2024
Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models.
CoRR, 2024
Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization.
CoRR, 2024
Cross-modality debiasing: using language to mitigate sub-population shifts in imaging.
CoRR, 2024
Proceedings of the 2nd Workshop on UAVs in Multimedia: Capturing the World from a New Perspective, 2024
FedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the IEEE International Conference on Communications Workshops, 2024
Proceedings of the IEEE International Conference on Communications Workshops, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
IEEE Trans. Wirel. Commun., December, 2023
A method of motion estimation of segmental ventricular wall with tracking of ultrasonic echocardiogram.
BMC Medical Imaging, December, 2023
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023
H<sub>∞</sub> Filter for Discrete-Time Periodic Piecewise Systems With Missing Measurements.
IEEE Trans. Syst. Man Cybern. Syst., September, 2023
ClusterFL: A Clustering-based Federated Learning System for Human Activity Recognition.
ACM Trans. Sens. Networks, February, 2023
How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts.
Trans. Mach. Learn. Res., 2023
Eavesdropping Strategies for Remote State Estimation Under Communication Constraints.
IEEE Trans. Inf. Forensics Secur., 2023
Reinforcement Learning Solution for Cyber-Physical Systems Security Against Replay Attacks.
IEEE Trans. Inf. Forensics Secur., 2023
Watermarking-Based Protection Strategy Against Stealthy Integrity Attack on Distributed State Estimation.
IEEE Trans. Autom. Control., 2023
Distributed filtering algorithm based on local outlier factor under data integrity attacks.
J. Frankl. Inst., 2023
J. Artif. Intell. Res., 2023
Large Language Models in Medical Term Classification and Unexpected Misalignment Between Response and Reasoning.
CoRR, 2023
CoRR, 2023
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Autom., 2023
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training.
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the Digital Multimedia Communications, 2023
Proceedings of the International Conference on Machine Learning, 2023
Turning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution Detection.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks.
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the IEEE Global Communications Conference, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Federated Robustness Propagation: Sharing Adversarial Robustness in Heterogeneous Federated Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation.
IEEE J. Biomed. Health Informatics, 2022
A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State Estimation.
IEEE Trans. Inf. Forensics Secur., 2022
IEEE Trans. Control. Netw. Syst., 2022
IEEE Trans. Circuits Syst. II Express Briefs, 2022
Virtual full-duplex buffer-aided relay selection schemes for secure cooperative wireless networks.
EURASIP J. Wirel. Commun. Netw., 2022
Security analysis and defense strategy of distributed filtering under false data injection attacks.
Autom., 2022
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Cosmo: contrastive fusion learning with small data for multimodal human activity recognition.
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022
MolSearch: Search-based Multi-objective Molecular Generation and Property Optimization.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
A Hysteresis ON-OFF Control Method of Inductive Power Transfer Systems with Low Output Ripples and Fast Transient Responses.
Proceedings of the IECON 2022, 2022
Ensuring Soft Switching During Transient Operations of Wireless Power Transfer Systems with Frequency Control.
Proceedings of the IECON 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the IEEE International Conference on Data Mining, 2022
Dynamic Privacy Budget Allocation Improves Data Efficiency of Differentially Private Gradient Descent.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the 7th International Conference on Computer and Communication Systems, 2022
Research On Temperature Control In High Intensity Focused Ultrasound Therapy Based On Res-BPPID.
Proceedings of the 7th International Conference on Automation, 2022
Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022
Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
IEEE Trans. Autom. Control., 2021
Kernel principal components based cascade forest towards disease identification with human microbiota.
BMC Medical Informatics Decis. Mak., 2021
Federated Robustness Propagation: Sharing Adversarial Robustness in Federated Learning.
CoRR, 2021
CoRR, 2021
MTNet: A Multi-Task Neural Network for On-Field Calibration of Low-Cost Air Monitoring Sensors.
CoRR, 2021
Reinforcement Learning-Based Detection for State Estimation Under False Data Injection.
IEEE Access, 2021
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021
ClusterFL: a similarity-aware federated learning system for human activity recognition.
Proceedings of the MobiSys '21: The 19th Annual International Conference on Mobile Systems, Applications, and Services, Virtual Event, Wisconsin, USA, 24 June, 2021
Inferring the Importance of Product Appearance with Semi-supervised Multi-modal Enhancement: A Step Towards the Screenless Retailing.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the ICC 2021, 2021
Proceedings of the ICC 2021, 2021
Proceedings of the International IEEE Joint Conference on Biometrics, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Two birds with one stone: Transforming and generating facial images with iterative GAN.
Neurocomputing, 2020
CoRR, 2020
CoRR, 2020
Briefings Bioinform., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Alternate Distributed Beamforming for Decode-and-Forward Multi-Relay Systems Using Buffers.
Proceedings of the International Conference on Computing, Networking and Communications, 2020
Collaborative Container-based Parked Vehicle Edge Computing Framework for Online Task Offloading.
Proceedings of the 9th IEEE International Conference on Cloud Networking, 2020
Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
J. Electronic Imaging, 2019
Multi-task learning based survival analysis for multi-source block-wise missing data.
Neurocomputing, 2019
Feature-based factorized Bilinear Similarity Model for Cold-Start Top-n Item Recommendation.
CoRR, 2019
Train Wheel Degradation Modeling and Remaining Useful Life Prediction Based on Mixed Effect Model Considering Dependent Measurement Errors.
IEEE Access, 2019
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
GCN-MF: Disease-Gene Association Identification By Graph Convolutional Networks and Matrix Factorization.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Inf. Forensics Secur., 2018
Robust state estimation for discrete time systems with colored noises and communication constraints.
J. Frankl. Inst., 2018
Improving Mild Cognitive Impairment Prediction via Reinforcement Learning and Dialogue Simulation.
CoRR, 2018
An Improved Three-Phase Voltage Source Converter With High-Performance Operation Under Unbalanced Conditions.
IEEE Access, 2018
Multi-Task Learning based Survival Analysis for Predicting Alzheimer's Disease Progression with Multi-Source Block-wise Missing Data.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 4th IEEE Conference on Network Softwarization and Workshops, 2018
Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative Diseases.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Enhancing Predictive Modeling of Nested Spatial Data through Group-Level Feature Disaggregation.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Imputing Structured Missing Values in Spatial Data with Clustered Adversarial Matrix Factorization.
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease.
Proceedings of the AMIA 2018, 2018
2017
IEEE Trans. Knowl. Data Eng., 2017
EURASIP J. Bioinform. Syst. Biol., 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Multi-level Multi-task Learning for Modeling Cross-Scale Interactions in Nested Geospatial Data.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Unleash the Black Magic in Age: A Multi-Task Deep Neural Network Approach for Cross-Age Face Verification.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
PhenoTree: Interactive Visual Analytics for Hierarchical Phenotyping From Large-Scale Electronic Health Records.
IEEE Trans. Multim., 2016
EURASIP J. Bioinform. Syst. Biol., 2016
Deep Double Sparsity Encoder: Learning to Sparsify Not Only Features But Also Parameters.
CoRR, 2016
GSpartan: a Geospatio-Temporal Multi-task Learning Framework for Multi-location Prediction.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Synergies that Matter: Efficient Interaction Selection via Sparse Factorization Machine.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Discriminative fusion of multiple brain networks for early mild cognitive impairment detection.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the International Conference on Biometrics, 2016
WISDOM: Weighted incremental spatio-temporal multi-task learning via tensor decomposition.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Who, What, When, and Where: Multi-Dimensional Collaborative Recommendations Using Tensor Factorization on Sparse User-Generated Data.
Proceedings of the 24th International Conference on World Wide Web, 2015
FORMULA: FactORized MUlti-task LeArning for task discovery in personalized medical models.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Feature-based factorized Bilinear Similarity Model for Cold-Start Top-<i>n</i> Item Recommendation.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Boosting classification accuracy of diffusion MRI derived brain networks for the subtypes of mild cognitive impairment using higher order singular value decomposition.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
2014
NeuroImage, 2014
Sparse Generalized Functional Linear Model for Predicting Remission Status of Depression Patients.
Proceedings of the Biocomputing 2014: Proceedings of the Pacific Symposium, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 3rd ACM Multimedia Workshop on Geotagging and Its Applications in Multimedia, 2014
Evaluating the predictive power of multivariate tensor-based morphometry in Alzheimer's disease progression via convex fused sparse group Lasso.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
From micro to macro: data driven phenotyping by densification of longitudinal electronic medical records.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the British Machine Vision Conference, 2014
Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014
2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
FeaFiner: biomarker identification from medical data through feature generalization and selection.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the Ninth International Conference on Computational Semantics, 2011
2010
2009
Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009
2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
Proceedings of the Seventh IEEE International Conference on Cognitive Informatics, 2008
2007
Proceedings of the Knowledge Science, 2007