Xinyi Xu

Orcid: 0000-0001-6916-5629

According to our database1, Xinyi Xu authored at least 86 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
JsonCurer: Data Quality Management for JSON Based on an Aggregated Schema.
IEEE Trans. Vis. Comput. Graph., June, 2024

Multiagent RL-Based Joint Trajectory Scheduling and Resource Allocation in NOMA-Assisted UAV Swarm Network.
IEEE Internet Things J., April, 2024

Joint UAV Deployment and Resource Allocation: A Personalized Federated Deep Reinforcement Learning Approach.
IEEE Trans. Veh. Technol., March, 2024

EEG-Based Mental Workload Assessment in a Simulated Flight Task Using Single-Channel Brain Rhythm Sequence.
IEEE Trans. Instrum. Meas., 2024

Data-Driven Confidence Intervals for Parametric Magnetotelluric Impedance Tensor Estimates.
IEEE Trans. Geosci. Remote. Sens., 2024

Age-dependent functional development pattern in neonatal brain: An fMRI-based brain entropy study.
NeuroImage, 2024

Web-aided data set expansion in deep learning: evaluating trainable activation functions in ResNet for improved image classification.
Int. J. Web Inf. Syst., 2024

Data Distribution Valuation.
CoRR, 2024

Data-Centric AI in the Age of Large Language Models.
CoRR, 2024

DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning.
CoRR, 2024

Incentives in Private Collaborative Machine Learning.
CoRR, 2024

ResMFuse-Net: Residual-based multilevel fused network with spatial-temporal features for hand hygiene monitoring.
Appl. Intell., 2024

Atropos: Effective Fuzzing of Web Applications for Server-Side Vulnerabilities.
Proceedings of the 33rd USENIX Security Symposium, 2024

3D Molecular Geometry Analysis with 2D Graphs.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Distributionally Robust Data Valuation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Position Paper: Data-Centric AI in the Age of Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023
Developmental pattern of individual morphometric similarity network in the human fetal brain.
NeuroImage, December, 2023

Adaptive Modulation for Wireless Federated Edge Learning.
IEEE Trans. Cogn. Commun. Netw., August, 2023

Fetal brain tissue annotation and segmentation challenge results.
Medical Image Anal., August, 2023

Ensemble Distillation Based Adaptive Quantization for Supporting Federated Learning in Wireless Networks.
IEEE Trans. Wirel. Commun., June, 2023

Multi-modal multi-resolution atlas of the human neonatal cerebral cortex based on microstructural similarity.
NeuroImage, May, 2023

Group Contrastive Self-Supervised Learning on Graphs.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Structure-preserved dimension reduction using joint triplets sampling for multi-batch integration of single-cell transcriptomic data.
Briefings Bioinform., January, 2023

AFFIRM: Affinity Fusion-Based Framework for Iteratively Random Motion Correction of Multi-Slice Fetal Brain MRI.
IEEE Trans. Medical Imaging, 2023

A Survey of MRAM-Centric Computing: From Near Memory to In Memory.
IEEE Trans. Emerg. Top. Comput., 2023

Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Work-related use of information and communication technologies after-hours (W_ICTs) and employee innovation behavior: a dual-path model.
Inf. Technol. People, 2023

Model Shapley: Equitable Model Valuation with Black-box Access.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Incentives in Private Collaborative Machine Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Full reliability characterization of three-terminal SOT-MTJ devices and corresponding arrays.
Proceedings of the IEEE International Reliability Physics Symposium, 2023

A New Cloud Feature Difference Loss For Enhancing The Detection Of Clouds In Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Electromagnetic Transfer Function Confidence Analysis Evaluated at Usarray Site NDE29.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Fair yet Asymptotically Equal Collaborative Learning.
Proceedings of the International Conference on Machine Learning, 2023

Collaborative Causal Inference with Fair Incentives.
Proceedings of the International Conference on Machine Learning, 2023

Joint Multi-UAV Deployment and Resource Allocation Based on Personalized Federated Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Communications, 2023

Study on the Consumption Difference of Children's Smartwatches Under SOR Theory.
Proceedings of the HCI International 2023 Posters, 2023

Novelty Not Found: Adaptive Fuzzer Restarts to Improve Input Space Coverage (Registered Report).
Proceedings of the 2nd International Fuzzing Workshop, 2023

FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Visualizing CNN: An Experimental Comparative Study.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

Probably Approximate Shapley Fairness with Applications in Machine Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Parametric Magnetotelluric Impedance Tensor Estimation.
IEEE Trans. Geosci. Remote. Sens., 2022

AFFIRM: Affinity Fusion-based Framework for Iteratively Random Motion correction of multi-slice fetal brain MRI.
CoRR, 2022

Fetal Brain Tissue Annotation and Segmentation Challenge Results.
CoRR, 2022

Propensity score matching enables batch-effect-corrected imputation in single-cell RNA-seq analysis.
Briefings Bioinform., 2022

Drug resistance prediction and resistance genes identification in <i>Mycobacterium tuberculosis</i> based on a hierarchical attentive neural network utilizing genome-wide variants.
Briefings Bioinform., 2022

Discovering Fairness-aware Structures from Social Networks Based on Concept-cognitive Learning.
Proceedings of the IEEE Smartworld, 2022

Odin: on-demand instrumentation with on-the-fly recompilation.
Proceedings of the PLDI '22: 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation, San Diego, CA, USA, June 13, 2022

Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Parametric Method for Robust Magnetotelluric Transfer Function Estimation Evaluated with Data at Different Sampling Frequencies.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

On the Convergence of the Shapley Value in Parametric Bayesian Learning Games.
Proceedings of the International Conference on Machine Learning, 2022

Work-in-Progress: Toward Energy-efficient Near STT-MRAM Processing Architecture for Neural Networks.
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2022

An Efficient Approach for Solving Robotic Task Sequencing Problems Considering Spatial Constraint.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Molecule3D: A Benchmark for Predicting 3D Geometries from Molecular Graphs.
CoRR, 2021

Adaptive Modulation for Wireless Federated Learning.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Validation Free and Replication Robust Volume-based Data Valuation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

SEGAR: Knowledge Graph Augmented Session-Based Recommendation.
Proceedings of the Knowledge Science, Engineering and Management, 2021

Data Acquisition, Filtering and Buffering Protocol Design for Edge Computing Nodes.
Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

An Evaluation of Robust Remote Reference and Parametric Magnetotelluric Transfer Function Estimation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Industry Practice of Coverage-Guided Enterprise-Level DBMS Fuzzing.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2021

SARS-CoV-2 increased collectivistic expressions in People's Dailys.
Proceedings of the 8th International Conference on Behavioral and Social Computing, 2021

2020
Collaborative Fairness in Federated Learning.
Proceedings of the Federated Learning - Privacy and Incentive, 2020

Towards Building a Robust and Fair Federated Learning System.
CoRR, 2020

Searching k-Optimal Goals for an Orienteering Problem on a Specialized Graph with Budget Constraints.
CoRR, 2020

Collaborative Fairness in Federated Learning.
CoRR, 2020

Hierarchial Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection.
CoRR, 2020

2019
Adaptive graph weighting for multi-view dimensionality reduction.
Signal Process., 2019

Zero-shot Metric Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Deep Asymmetric Metric Learning via Rich Relationship Mining.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

HISDOM: A Hybrid Ontology Mapping System based on Convolutional Neural Network and Dynamic Weight.
Proceedings of the 6th IEEE/ACM International Conference on Big Data Computing, 2019

2018
CareerMap: visualizing career trajectory.
Sci. China Inf. Sci., 2018

Deep View-Aware Metric Learning for Person Re-Identification.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Identifying TraIn: a neglected form of socio-technical incongruence.
Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

2017
A Correlation Analysis Method for Power Systems Based on Random Matrix Theory.
IEEE Trans. Smart Grid, 2017

2016
Is the Low-Complexity Mobile-Relay-Aided FFR-DAS Capable of Outperforming the High-Complexity CoMP?
IEEE Trans. Veh. Technol., 2016

Designing for Situation Awareness of Future Power Grids: An Indicator System Based on Linear Eigenvalue Statistics of Large Random Matrices.
IEEE Access, 2016

2015
Modeling Non-Gaussian Time Series with Nonparametric Bayesian Model.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

An Unsupervised Learning Method for Early Event Detection in Smart Grid with Big Data.
CoRR, 2015

2014
Adaptive Soft-Decision Aided Differential Modulation for Cooperative Uplink Transmission Relying on Radio-Over-Fiber Backhaul.
Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

2012
Effects of practical impairments on cooperative distributed antennas combined with fractional frequency reuse.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

2011
Imperfect Digital-Fiber-Optic-Link-Based Cooperative Distributed Antennas With Fractional Frequency Reuse in Multicell Multiuser Networks.
IEEE Trans. Veh. Technol., 2011

Empirical Bayes predictive densities for high-dimensional normal models.
J. Multivar. Anal., 2011

Digital RoF Aided Cooperative Distributed Antennas with FFR in Multicell Multiuser Networks.
Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

2010
Co-Channel Interference Mitigation Capability of Fixed Relays Connected by Optical Fibre.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

Imperfect Radio over Fibre Aided Distributed Antennas with Fractional Frequency Reuse.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010


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