Jun Xia

Orcid: 0000-0003-0245-8499

Affiliations:

East China Normal University, Software Engineering Institute, Shanghai Key Lab of Trustworthy Computing, Shanghai, China

According to our database¹, Jun Xia authored at least 39 papers between 2018 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

SGI: Structured 2D Gaussians for Efficient and Compact Large Image Representation.

[BibT_eX]

[DOI]

CoRR, March, 2026

NeFT: Negative Feedback Training to Improve Robustness of Compute-in-Memory DNN Accelerators.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2026

Patient-Conditioned Adaptive Offsets for Reliable Diagnosis across Subgroups.

[BibT_eX]

[DOI]

CoRR, January, 2026

Rethinking fairness in medical imaging: Maximizing group-specific performance with application to skin disease diagnosis.

[BibT_eX]

[DOI]

Medical Image Anal., 2026

Effective reinforcement learning-based dynamic flexible job shop scheduling using two-stage dispatching.

[BibT_eX]

[DOI]

J. Syst. Archit., 2026

2025

FedGraft: Memory-Aware Heterogeneous Federated Learning via Model Grafting.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., December, 2025

FairLRF: Achieving Fairness through Sparse Low Rank Factorization.

[BibT_eX]

[DOI]

Yuanbo Guo

Jun Xia

Yiyu Shi

CoRR, November, 2025

AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays.

[BibT_eX]

[DOI]

CoRR, August, 2025

Energy-Efficient Shop Scheduling Using Space-Cooperation Multi-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Sustain. Comput., 2025

Enabling Memory-Efficient On-Device Learning via Dataset Condensation.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference, 2025

Rethinking Medical Anomaly Detection in Brain MRI: An Image Quality Assessment Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Multi-Exit Class Activation Map Guided Feature Masking for Unsupervised Out-of-Distribution Detection in Medical Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Knowledge-Based Effective Dispatch for Job Shop Scheduling.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., October, 2024

Rethinking Medical Anomaly Detection in Brain MRI: An Image Quality Assessment Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

Enabling On-Device Learning via Experience Replay with Efficient Dataset Condensation.

[BibT_eX]

[DOI]

CoRR, 2024

WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client.

[BibT_eX]

[DOI]

Jun Xia

Yi Zhang

Yiyu Shi

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

Automated Synthesis of Safe Timing Behaviors for Requirements Models Using CCSL.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

Efficient Federated Learning for AIoT Applications Using Knowledge Distillation.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2023

AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Have Your Cake and Eat It Too: Toward Efficient and Accurate Split Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2023

WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Protect Federated Learning Against Backdoor Attacks via Data-Free Trigger Generation.

[BibT_eX]

[DOI]

CoRR, 2023

GitFL: Uncertainty-Aware Real-Time Asynchronous Federated Learning Using Version Control.

[BibT_eX]

[DOI]

Proceedings of the IEEE Real-Time Systems Symposium, 2023

Model-Contrastive Learning for Backdoor Elimination.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

FedEntropy: Efficient Federated Learning for Non-IID Scenarios Using Maximum Entropy Judgment-based Client Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

2022

PervasiveFL: Pervasive Federated Learning for Heterogeneous IoT Systems.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

HierarchyFL: Heterogeneous Federated Learning via Hierarchical Self-Distillation.

[BibT_eX]

[DOI]

CoRR, 2022

GitFL: Adaptive Asynchronous Federated Learning using Version Control.

[BibT_eX]

[DOI]

CoRR, 2022

FedEntropy: Efficient Device Grouping for Federated Learning Using Maximum Entropy Judgment.

[BibT_eX]

[DOI]

CoRR, 2022

Model-Contrastive Learning for Backdoor Defense.

[BibT_eX]

[DOI]

CoRR, 2022

Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Accelerated synthesis of neural network-based barrier certificates using collaborative learning.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021

Efficient Federated Learning for Cloud-Based AIoT Applications.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

An Ensemble Learning-Based Cooperative Defensive Architecture Against Adversarial Attacks.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., 2021

Efficient Federated Learning for AIoT Applications Using Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2021

2019

A PYNQ-compliant Online Platform for Zynq-based DNN Developers.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

2018

Decouple and Stretch: A Boost to Channel Pruning.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

Jun Xia

Timeline

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Bibliography

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