Chieh-Fang Teng

According to our database, Chieh-Fang Teng authored at least 22 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Joint Optimization of Dimension Reduction and Mixed-Precision Quantization for Activation Compression of Neural Networks.

Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, Yi-Ta Chen, An-Yeu Wu

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

2022

WMMSE-Based Alternating Optimization for Low-Complexity Multi-IRS MIMO Communication.

Chi-Wei Chen, Wen-Chiao Tsai, Sin-Sheng Wong, Chieh-Fang Teng, An-Yeu Wu

IEEE Trans. Veh. Technol., 2022

Low-Complexity Compressive Channel Estimation for IRS-Aided mmWave Systems With Hypernetwork-Assisted LAMP Network.

Wen-Chiao Tsai, Chi-Wei Chen, Chieh-Fang Teng, An-Yeu Wu

IEEE Commun. Lett., 2022

Learnable Mixed-precision and Dimension Reduction Co-design for Low-storage Activation.

Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, An-Yeu Andy Wu

Proceedings of the IEEE Workshop on Signal Processing Systems, 2022

Compression-Aware Projection with Greedy Dimension Reduction for Convolutional Neural Network Activations.

Yu-Shan Tai, Chieh-Fang Teng, Cheng-Yang Chang, An-Yeu Andy Wu

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Convolutional Neural Network-Aided Tree-Based Bit-Flipping Framework for Polar Decoder Using Imitation Learning.

Chieh-Fang Teng, An-Yeu Andy Wu

IEEE Trans. Signal Process., 2021

A 7.8-13.6 pJ/b Ultra-Low Latency and Reconfigurable Neural Network-Assisted Polar Decoder With Multi-Code Length Support.

Chieh-Fang Teng, An-Yeu Wu

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Two-Step Codebook-Assisted Alternating Minimization (CA-AltMin) for Low-Complexity Hybrid Beamforming Design.

Sin-Sheng Wong, Chieh-Fang Teng, An-Yeu Wu

IEEE Commun. Lett., 2021

Convolutional Neural Network-Aided Bit-Flipping for Belief Propagation Decoding of Polar Codes.

Chieh-Fang Teng, Andrew Kuan-Shiuan Ho, Chen-Hsi Derek Wu, Sin-Sheng Wong, An-Yeu Andy Wu

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Accumulated Polar Feature-Based Deep Learning for Efficient and Lightweight Automatic Modulation Classification With Channel Compensation Mechanism.

Chieh-Fang Teng, Ching-Yao Chou, Chun-Hsiang Chen, An-Yeu Wu

IEEE Trans. Veh. Technol., 2020

Syndrome-Enabled Unsupervised Learning for Neural Network-Based Polar Decoder and Jointly Optimized Blind Equalizer.

Chieh-Fang Teng, Yen-Liang Chen

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Syndrome-Enabled Unsupervised Learning for Channel Adaptive Blind Equalizer with Joint Optimization Mechanism.

Chieh-Fang Teng, Yen-Liang Chen

CoRR, 2020

Accumulated Polar Feature based Deep Learning with Channel Compensation Mechanism for Efficient Automatic Modulation Classification under Time varying Channels.

Chieh-Fang Teng, Ching-Yao Chou, Chun-Hsiang Chen, An-Yeu Wu

CoRR, 2020

An Ultra-Low Latency 7.8-13.6 pJ/b Reconfigurable Neural Network-Assisted Polar Decoder with Multi-Code Length Support.

Chieh-Fang Teng, Chun-Hsiang Chen, An-Yeu Andy Wu

Proceedings of the IEEE Symposium on VLSI Circuits, 2020

Neural Network-Aided BCJR Algorithm for Joint Symbol Detection and Channel Decoding.

Wen-Chiao Tsai, Chieh-Fang Teng, Han-Mo Ou, An-Yeu Andy Wu

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

A Neural Network-Aided Viterbi Receiver for Joint Equalization and Decoding.

Han-Mo Ou, Chieh-Fang Teng, Wen-Chiao Tsai, An-Yeu Andy Wu

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Low-Complexity LSTM-Assisted Bit-Flipping Algorithm For Successive Cancellation List Polar Decoder.

Chun-Hsiang Chen, Chieh-Fang Teng, An-Yeu Andy Wu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Unsupervised Learning for Neural Network-based Polar Decoder via Syndrome Loss.

Chieh-Fang Teng, An-Yeu Wu

CoRR, 2019

Low-complexity Recurrent Neural Network-based Polar Decoder with Weight Quantization Mechanism.

Chieh-Fang Teng, Chen-Hsi Derek Wu, Andrew Kuan-Shiuan Ho, An-Yeu Andy Wu

Proceedings of the IEEE International Conference on Acoustics, 2019

Neural Network-based Equalizer by Utilizing Coding Gain in Advance.

Chieh-Fang Teng, Han-Mo Ou, An-Yeu Andy Wu

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018

Polar Feature Based Deep Architectures for Automatic Modulation Classification Considering Channel Fading.

Chieh-Fang Teng, Ching-Chun Liao, Chun-Hsiang Chen, An-Yeu Andy Wu

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Reliable compressive sensing (CS)-based multi-user detection with power-based Zadoff-Chu sequence design.

Chieh-Fang Teng, Ching-Chun Liao, Hung-Yi Cheng, An-Yeu Andy Wu

Proceedings of the 2017 IEEE International Workshop on Signal Processing Systems, 2017