Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

TransHash: Transformer-based Hamming Hashing for Efficient Image Retrieval.

[BibT_eX]

[DOI]

Yongbiao Chen

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Supervised Contrastive Vehicle Quantization for Efficient Vehicle Retrieval.

[BibT_eX]

[DOI]

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Randomize and Match: Exploiting Irregular Sparsity for Energy Efficient Processing in SNNs.

[BibT_eX]

[DOI]

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

DynSNN: A Dynamic Approach to Reduce Redundancy in Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

DTQAtten: Leveraging Dynamic Token-based Quantization for Efficient Attention Architecture.

[BibT_eX]

[DOI]

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Self-Terminating Write of Multi-Level Cell ReRAM for Efficient Neuromorphic Computing.

[BibT_eX]

[DOI]

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

SATO: spiking neural network acceleration via temporal-oriented dataflow and architecture.

[BibT_eX]

[DOI]

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

EBSP: evolving bit sparsity patterns for hardware-friendly inference of quantized deep neural networks.

[BibT_eX]

[DOI]

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

PIM-DH: ReRAM-based processing-in-memory architecture for deep hashing acceleration.

[BibT_eX]

[DOI]

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

HAWIS: Hardware-Aware Automated WIdth Search for Accurate, Energy-Efficient and Robust Binary Neural Network on ReRAM Dot-Product Engine.

[BibT_eX]

[DOI]

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

BISWSRBS: A Winograd-based CNN Accelerator with a Fine-grained Regular Sparsity Pattern and Mixed Precision Quantization.

[BibT_eX]

[DOI]

ACM Trans. Reconfigurable Technol. Syst., 2021

SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

Improving Neural Network Efficiency via Post-training Quantization with Adaptive Floating-Point.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

Bit-Transformer: Transforming Bit-level Sparsity into Higher Preformance in ReRAM-based Accelerator.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

IM3A: Boosting Deep Neural Network Efficiency via In-Memory Addressing-Assisted Acceleration.

[BibT_eX]

[DOI]

Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

PIMGCN: A ReRAM-Based PIM Design for Graph Convolutional Network Acceleration.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

AUSN: Approximately Uniform Quantization by Adaptively Superimposing Non-uniform Distribution for Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Characterizing the I/O Pipeline in the Deployment of CNNs on Commercial Accelerators.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

2019

ExploreBP: A Simulation Tool for Mobile Browser Energy Optimization.

[BibT_eX]

[DOI]

Proceedings of the Simulation Tools and Techniques - 11th International Conference, 2019

LHC: A Low-Power Heterogeneous Computing Method on Neural Network Accelerator.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

2018

Dynamic Obstacle Avoidance Planning Algorithm for UAV Based on Dubins Path.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

UAV 3D Mobility Model Oriented to Dynamic and Uncertain Environment.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

2017

A mechanism of topology optimization for underwater acoustic sensor networks based on autonomous underwater vehicles.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2017

Fangxin Liu

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