EFKAN: A KAN-Integrated Neural Operator For Efficient Magnetotelluric Forward Modeling.
CoRR, February, 2025
Self-distillation with model averaging.
Inf. Sci., 2025
Hierarchical Weight Averaging for Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., September, 2024
Efficient Spiking Neural Networks With Radix Encoding.
IEEE Trans. Neural Networks Learn. Syst., March, 2024
Progressively Relaxed Knowledge Distillation.
Proceedings of the International Joint Conference on Neural Networks, 2024
Benchmarking Quantum(-Inspired) Annealing Hardware on Practical Use Cases.
IEEE Trans. Computers, June, 2023
Hierarchical Weight Averaging for Deep Neural Networks.
CoRR, 2023
E3NE: An End-to-End Framework for Accelerating Spiking Neural Networks With Emerging Neural Encoding on FPGAs.
IEEE Trans. Parallel Distributed Syst., 2022
Temperature Annealing Knowledge Distillation from Averaged Teacher.
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022
A Resource-efficient Spiking Neural Network Accelerator Supporting Emerging Neural Encoding.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022
Dynamic budget management and budget reclamation for mixed-criticality systems.
Real Time Syst., 2019
Towards safe machine learning for CPS: infer uncertainty from training data.
Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, 2019
Schedulability analysis and low-criticality execution support for mixed-criticality real-time systems on uniprocessors
PhD thesis, 2018
Efficient Schedulability Test for Dynamic-Priority Scheduling of Mixed-Criticality Real-Time Systems.
ACM Trans. Embed. Comput. Syst., 2018
Design and Analysis for Dual Priority Scheduling.
Proceedings of the 21st IEEE International Symposium on Real-Time Distributed Computing, 2018
Dynamic Budget Management with Service Guarantees for Mixed-Criticality Systems.
Proceedings of the 2016 IEEE Real-Time Systems Symposium, 2016
Resource Efficient Isolation Mechanisms in Mixed-Criticality Scheduling.
Proceedings of the 27th Euromicro Conference on Real-Time Systems, 2015
MC-Fluid: Fluid Model-Based Mixed-Criticality Scheduling on Multiprocessors.
Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014