Xiaocong Du

Orcid: 0000-0002-1079-0347

According to our database¹, Xiaocong Du authored at least 24 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2024

Layer Compression of Deep Networks with Straight Flows.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Improved Stochastic Recurrent Networks for Nonlinear State Space System Identification.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

2022

Efficient continual learning at the edge with progressive segmented training.

[BibT_eX]

[DOI]

Xiaocong Du

Shreyas Kolala Venkataramanaiah

Neuromorph. Comput. Eng., December, 2022

Exploring Model Stability of Deep Neural Networks for Reliable RRAM-Based In-Memory Acceleration.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2022

Future gradient descent for adapting the temporal shifting data distribution in online recommendation systems.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Harmless Transfer Learning for Item Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

2021

Robust RRAM-based In-Memory Computing in Light of Model Stability.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Reliability Physics Symposium, 2021

Evolutionary NAS in Light of Model Stability for Accurate Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Alternate Model Growth and Pruning for Efficient Training of Recommendation Systems.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

Efficient and Online Deep Learning through Model Plasticity and Stability.

[BibT_eX]

[DOI]

Xiaocong Du

PhD thesis, 2020

GAR: Graph Assisted Reasoning for Object Detection.

[BibT_eX]

[DOI]

Zheng Li

Xiaocong Du

Yu Cao

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Online Knowledge Acquisition with the Selective Inherited Model.

[BibT_eX]

[DOI]

Xiaocong Du

Shreyas Kolala Venkataramanaiah

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Efficient and Modularized Training on FPGA for Real-time Applications.

[BibT_eX]

[DOI]

Shreyas Kolala Venkataramanaiah

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

DAT-RNN: Trajectory Prediction with Diverse Attention.

[BibT_eX]

[DOI]

Zheng Li

Xiaocong Du

Yu Cao

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Accurate Inference with Inaccurate RRAM Devices: Statistical Data, Model Transfer, and On-line Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Noise-based Selection of Robust Inherited Model for Accurate Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Efficient Network Construction Through Structural Plasticity.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Structural Pruning in Deep Neural Networks: A Small-World Approach.

[BibT_eX]

[DOI]

Gokul Krishnan

Xiaocong Du

Yu Cao

CoRR, 2019

Towards Efficient Neural Networks On-a-chip: Joint Hardware-Algorithm Approaches.

[BibT_eX]

[DOI]

CoRR, 2019

Single-Net Continual Learning with Progressive Segmented Training (PST).

[BibT_eX]

[DOI]

CoRR, 2019

CGaP: Continuous Growth and Pruning for Efficient Deep Learning.

[BibT_eX]

[DOI]

Xiaocong Du

Zheng Li

Yu Cao

CoRR, 2019

Single-Net Continual Learning with Progressive Segmented Training.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Process Scalability of Pulse-Based Circuits for Analog Image Convolution.

[BibT_eX]

[DOI]

Robert D'Angelo

Xiaocong Du

Christopher D. Salthouse

IEEE Trans. Circuits Syst. I Regul. Pap., 2018

2016

A Memristor Crossbar Based Computing Engine Optimized for High Speed and Accuracy.

[BibT_eX]

[DOI]

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016

Xiaocong Du

Timeline

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