Chieh-Fang Teng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 31

Top Topics

Dimension Reduction

Unsupervised Learning

Top Venues

IEEE Commun. Lett.

Publications

Yu-Chuan Chuang, Ming-Guang Lin, Chi-Tse Huang, Chieh-Fang Teng, Cheng-Yang Chang, Yi-Ta Chen, An-Yeu Andy Wu
A 40nm 24.6TOPS/W Scalable EfficientDet Processor for Object Detection. ISCAS (2024)
Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, Yi-Ta Chen, An-Yeu Wu
Joint Optimization of Dimension Reduction and Mixed-Precision Quantization for Activation Compression of Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Chi-Wei Chen, Wen-Chiao Tsai, Sin-Sheng Wong, Chieh-Fang Teng, An-Yeu Wu
WMMSE-Based Alternating Optimization for Low-Complexity Multi-IRS MIMO Communication. IEEE Trans. Veh. Technol. 71 (10) (2022)
Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, An-Yeu Andy Wu
Learnable Mixed-precision and Dimension Reduction Co-design for Low-storage Activation. CoRR (2022)
Yu-Shan Tai, Chieh-Fang Teng, Cheng-Yang Chang, An-Yeu Andy Wu
Compression-Aware Projection with Greedy Dimension Reduction for Convolutional Neural Network Activations. ICASSP (2022)
Wen-Chiao Tsai, Chi-Wei Chen, Chieh-Fang Teng, An-Yeu Wu
Low-Complexity Compressive Channel Estimation for IRS-Aided mmWave Systems With Hypernetwork-Assisted LAMP Network. IEEE Commun. Lett. 26 (8) (2022)
Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, An-Yeu Andy Wu
Learnable Mixed-precision and Dimension Reduction Co-design for Low-storage Activation. SiPS (2022)
Yu-Shan Tai, Chieh-Fang Teng, Cheng-Yang Chang, An-Yeu Wu
Compression-aware Projection with Greedy Dimension Reduction for Convolutional Neural Network Activations. CoRR (2021)
Sin-Sheng Wong, Chieh-Fang Teng, An-Yeu Wu
Two-Step Codebook-Assisted Alternating Minimization (CA-AltMin) for Low-Complexity Hybrid Beamforming Design. IEEE Commun. Lett. 25 (6) (2021)
Chieh-Fang Teng, An-Yeu Andy Wu
Convolutional Neural Network-Aided Tree-Based Bit-Flipping Framework for Polar Decoder Using Imitation Learning. IEEE Trans. Signal Process. 69 (2021)
Chieh-Fang Teng, Andrew Kuan-Shiuan Ho, Chen-Hsi Derek Wu, Sin-Sheng Wong, An-Yeu Andy Wu
Convolutional Neural Network-Aided Bit-Flipping for Belief Propagation Decoding of Polar Codes. ICASSP (2021)
Chieh-Fang Teng, An-Yeu Wu
A 7.8-13.6 pJ/b Ultra-Low Latency and Reconfigurable Neural Network-Assisted Polar Decoder With Multi-Code Length Support. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (5) (2021)
Wen-Chiao Tsai, Chieh-Fang Teng, Han-Mo Ou, An-Yeu Wu
Neural Network-Aided BCJR Algorithm for Joint Symbol Detection and Channel Decoding. CoRR (2020)
Han-Mo Ou, Chieh-Fang Teng, Wen-Chiao Tsai, An-Yeu Andy Wu
A Neural Network-Aided Viterbi Receiver for Joint Equalization and Decoding. MLSP (2020)
Wen-Chiao Tsai, Chieh-Fang Teng, Han-Mo Ou, An-Yeu Andy Wu
Neural Network-Aided BCJR Algorithm for Joint Symbol Detection and Channel Decoding. SiPS (2020)
Chieh-Fang Teng, Yen-Liang Chen
Syndrome-Enabled Unsupervised Learning for Channel Adaptive Blind Equalizer with Joint Optimization Mechanism. CoRR (2020)
Chieh-Fang Teng, Ching-Yao Chou, Chun-Hsiang Chen, An-Yeu Wu
Accumulated Polar Feature-Based Deep Learning for Efficient and Lightweight Automatic Modulation Classification With Channel Compensation Mechanism. IEEE Trans. Veh. Technol. 69 (12) (2020)
Chieh-Fang Teng, Yen-Liang Chen
Syndrome-Enabled Unsupervised Learning for Neural Network-Based Polar Decoder and Jointly Optimized Blind Equalizer. IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (2) (2020)
Chieh-Fang Teng, Chun-Hsiang Chen, An-Yeu Andy Wu
An Ultra-Low Latency 7.8-13.6 pJ/b Reconfigurable Neural Network-Assisted Polar Decoder with Multi-Code Length Support. VLSI Circuits (2020)
Chieh-Fang Teng, Ching-Yao Chou, Chun-Hsiang Chen, An-Yeu Wu
Accumulated Polar Feature based Deep Learning with Channel Compensation Mechanism for Efficient Automatic Modulation Classification under Time varying Channels. CoRR (2020)
Chun-Hsiang Chen, Chieh-Fang Teng, An-Yeu Andy Wu
Low-Complexity LSTM-Assisted Bit-Flipping Algorithm For Successive Cancellation List Polar Decoder. ICASSP (2020)
Chun-Hsiang Chen, Chieh-Fang Teng, An-Yeu Wu
Low-Complexity LSTM-Assisted Bit-Flipping Algorithm for Successive Cancellation List Polar Decoder. CoRR (2019)
Chieh-Fang Teng, An-Yeu Wu
Unsupervised Learning for Neural Network-based Polar Decoder via Syndrome Loss. CoRR (2019)
Chieh-Fang Teng, Han-Mo Ou, An-Yeu Wu
Neural Network-based Equalizer by Utilizing Coding Gain in Advance. CoRR (2019)
Chieh-Fang Teng, Chen-Hsi Derek Wu, Andrew Kuan-Shiuan Ho, An-Yeu Andy Wu
Low-complexity Recurrent Neural Network-based Polar Decoder with Weight Quantization Mechanism. ICASSP (2019)
Chieh-Fang Teng, Han-Mo Ou, An-Yeu Andy Wu
Neural Network-based Equalizer by Utilizing Coding Gain in Advance. GlobalSIP (2019)
Chieh-Fang Teng, Andrew Kuan-Shiuan Ho, Chen-Hsi Derek Wu, Sin-Sheng Wong, An-Yeu Wu
Convolutional Neural Network-aided Bit-flipping for Belief Propagation Decoding of Polar Codes. CoRR (2019)
Chieh-Fang Teng, Ching-Chun Liao, Chun-Hsiang Chen, An-Yeu Wu
Polar Feature Based Deep Architectures for Automatic Modulation Classification Considering Channel Fading. CoRR (2018)
Chieh-Fang Teng, Ching-Chun Liao, Chun-Hsiang Chen, An-Yeu Andy Wu
Polar Feature Based Deep Architectures for Automatic Modulation Classification Considering Channel Fading. GlobalSIP (2018)
Chieh-Fang Teng, Chen-Hsi Derek Wu, Andrew Kuan-Shiuan Ho, An-Yeu Wu
Low-complexity Recurrent Neural Network-based Polar Decoder with Weight Quantization Mechanism. CoRR (2018)
Chieh-Fang Teng, Ching-Chun Liao, Hung-Yi Cheng, An-Yeu Andy Wu
Reliable compressive sensing (CS)-based multi-user detection with power-based Zadoff-Chu sequence design. SiPS (2017)