Jienan Chen

98 papers B 7C 13Journal 46Unranked 32
YearRankTypeTitle / Venue / Authors
2026 J jnl
Energy-Efficient Mechanical Beam Scanning for mmWave Systems With Over-the-Air Modulation.
IEEE Trans. Veh. Technol.
Shihan Wang, Shuai Li, Wei Xiang, Erry Gunawan, Jienan Chen
2026 J jnl
PCBRouteNet: Dynamic Quadrilateral-Flow Dataset and Benchmarks for Machine-Learning PCB Routing.
IEEE Trans. Very Large Scale Integr. Syst.
Zhihao Ren, Hao Liu, Hao Wang, Jun Tu, Jienan Chen
2026 J jnl
Toward Communication-Computation Integrated Architectures for AI-Agent Communication Networks.
IEEE Trans. Cogn. Commun. Netw.
Shuting Liu, Peizhi Lei, Luping Xiang, Kun Yang, Jienan Chen
2025 J jnl
A 4.86-pJ/b Energy-Efficient Fully Parallel Stochastic LDPC Decoder With Two-Stage Shared Memory.
IEEE Trans. Very Large Scale Integr. Syst.
Yakun Zhou, Jienan Chen, Yizhuo Zhou, Zihan Xia, Chuan Zhang, Runsheng Wang
2025 J jnl
An End-to-End Neural Network Transceiver Design for OFDM System with FPGA-Accelerated Implementation.
CoRR
Yi Luo, Luping Xiang, Cheng Luo, Kun Yang, Shida Zhong, Jienan Chen
2025 J jnl
GPCB Routing: Generative Pretrained Transformers-Based Printed Circuit Board Routing Method.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jienan Chen, Jun Tu, Hao Wang, Jie Zheng, Hao Liu, Shenglong Bai, Xiantuo He, Weikang Qian
2025 J jnl
GPTAC: Domain-Specific Generative Pre-Trained Model for Approximate Circuit Design Exploration.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Sipei Yi, Weichuan Zuo, Hongyi Wu, Ruicheng Dai, Weikang Qian, Jienan Chen
2025 C conf
High Energy Efficiency Spatial Parallel Stochastic Computing for Precision Scalable Neural Processing Unit.
ISCAS
Yakun Zhou, Jienan Chen
2025 J jnl
Low-Complexity Inverse Matrix Mini-Batch Gradient Descent for MIMO Equalization and Precoding.
IEEE Trans. Commun.
Shihan Wang, Jienan Chen, Qiuyu Cheng, Chentao Liang, Peizhi Lei
2025 C conf
PCBRouteNet: A Dynamic Quadrilateral Network Flow Model-based Dataset Generation Tool for ML PCB Routing.
ISCAS
Hao Liu, Jie Zheng, Hao Wang, Jun Tu, Shenglong Bai, Yuxi Liu, Jienan Chen
2024 C conf
A Hardware Efficient Matrix Multiplications Scheme with Dynamic Precisions and Dimensions for Massive MIMO Systems.
ISCAS
Qiuyu Cheng, Yakun Zhou, Chentao Liang, Zuofeng Zhang, Jienan Chen
2024 C conf
An Automatic PCB Imposition Method based on Reinforcement Learning.
ISCAS
Zhaoting Ou, Jienan Chen, Jie Zheng
2024 J jnl
Energy-Efficient mmWave Transmission: Over-the-Air-Modulation (OTAM) System Using Moment Analysis Framework.
IEEE Trans. Wirel. Commun.
Shuai Li, Jienan Chen, Wenzhe Gao, Wei Xiang, Erry Gunawan
2024 C conf
Fast Decoupling Capacitor Optimization for Power Delivery Network Based on Model and Data Fusion Method.
ISCAS
Jie Zheng, Jienan Chen, Peizhi Lei, Zhaoting Ou, Zeyan Lu
2024 J jnl
Millimetre-Wave Beam Tracking: An Intelligent Machine Learning and Kalman Filter Fusion Technology.
IEEE Trans. Cogn. Commun. Netw.
Chentao Liang, Jinsheng Kuang, Fan Wu, Jienan Chen
2023 J jnl
A deep learning driven hybrid beamforming method for millimeter wave MIMO system.
Digit. Commun. Networks
Jienan Chen, Jiyun Tao, Siyu Luo, Shuai Li, Chuan Zhang, Wei Xiang
2023 B conf
Beam Tracking: A Channel Charting and Neighborhood Search Based Method.
GLOBECOM
Jiawei Zhang, Fan Wu, Yihang Yang, Jienan Chen
2023 J jnl
Deep Reinforcement Learning-Based Anti-Jamming Algorithm Using Dual Action Network.
IEEE Trans. Wirel. Commun.
Xiangchen Li, Jienan Chen, Xiang Ling, Tingyong Wu
2023 C conf
Hardware Efficient Reconfigurable Logic-in-Memory Circuit Based Neural Network Computing.
ISCAS
Tianchi Liu, Yizhuo Zhou, Yakun Zhou, Zheng Chai, Jienan Chen
2023 J jnl
Over-the-Air Antenna Array Calibration for mmWave Hybrid Beamforming Systems Based on Monte Carlo Markov Chain Method.
IEEE Trans. Veh. Technol.
Manlin Wang, Jienan Chen, Jiyun Tao, Hongye Li
2022 J jnl
DsMLP: A Learning-Based Multi-Layer Perception for MIMO Detection Implemented by Dynamic Stochastic Computing.
IEEE Trans. Signal Process.
Qidie Wu, Jinsheng Kuang, Jiyun Tao, Jienan Chen, Warren J. Gross
2022 J jnl
Dynamic Online Trajectory Planning for a UAV-Enabled Data Collection System.
IEEE Trans. Veh. Technol.
Shuai Li, Fan Wu, Siyu Luo, Zhengrong Fan, Jienan Chen, Shengli Fu
2022 — conf
Hardware Efficiency Stochastic Computing based on Hybrid Spatial Coding.
NANOARCH
Yakun Zhou, Yizhuo Zhou, Jiajun Yan, Jienan Chen
2022 — conf
Hardware Efficient Radix-3/4/11 based FFT Processor for 5G NR Application.
IEEECONF
Yakun Zhou, Shuai Li, Chunping Yang, Jinsheng Kuang, Jienan Chen, Chuan Zhang
2022 J jnl
Intelligent Service Migration Based on Hidden State Inference for Mobile Edge Computing.
IEEE Trans. Cogn. Commun. Netw.
Xiaoqian Li, Siyu Chen, Yakun Zhou, Jienan Chen, Gang Feng
2022 J jnl
Learning Depth Estimation From Memory Infusing Monocular Cues: A Generalization Prediction Approach.
IEEE Access
Yakun Zhou, Jinting Luo, Musen Hu, Tingyong Wu, Jinkuan Zhu, Xingzhong Xiong, Jienan Chen
2022 — conf
Millimeter Wave Beam Tracking Scheme with Neural Network Embedded Kalman Filter.
ICCT
Jienan Chen, Tingyong Wu, Chentao Liang, Wei Xiang
2022 J jnl
Space-Time Tree Search for Long-Term Trajectory Prediction.
IEEE Access
Tingyong Wu, Peizhi Lei, Fuqiang Li, Jienan Chen
2021 B conf
An Interactive System for Unfair Rating Detection Models in a Customized Perspective.
TrustCom
Ke Lv, Yuan Liu, Jienan Chen, Dongxia Wang, Zhihong Tian
2021 B conf
Dynamic Service Migration with Partially Observable Information in Mobile Edge Computing.
GLOBECOM
Xiaoqian Li, Yakun Zhou, Yao Sun, Siyu Chen, Jienan Chen, Gang Feng
2021 B conf
Low-Cost mmWave Transmission: Wireless Beam Modulation based Phase-less Interference Cancellation.
GLOBECOM
Haoyun Zhang, Shuai Li, Fan Wu, Tingyong Wu, Jienan Chen
2021 J jnl
Multiple Nodes Access of Wireless Beam Modulation for 6G-Enabled Internet of Things.
IEEE Internet Things J.
Jienan Chen, Shuai Li, Jing Xing, Jian Wang, Shengli Fu
2021 J jnl
Neural Synaptic Plasticity-Inspired Computing: A High Computing Efficient Deep Convolutional Neural Network Accelerator.
IEEE Trans. Circuits Syst. I Regul. Pap.
Zihan Xia, Jienan Chen, Qiu Huang, Jinting Luo, Jianhao Hu
2021 — conf
Reconfigurable Neural Synaptic Plasticity-Based Stochastic Deep Neural Network Computing.
SiPS
Zihan Xia, Ya Dong, Jienan Chen, Rui Wan, Shuai Li, Tingyong Wu
2021 J jnl
iPAS: A deep Monte Carlo Tree Search-based intelligent pilot-power allocation scheme for massive MIMO system.
Digit. Commun. Networks
Jienan Chen, Siyu Luo, Lin Zhang, Cong Zhang, Bin Cao
2020 — conf
A Hierarchy MCTS Algorithm for The Automated PCB Routing.
ICCA
Cong Zhang, Huilin Jin, Jienan Chen, Jinkuan Zhu, Jinting Luo
2020 J jnl
An intelligent task offloading algorithm (iTOA) for UAV edge computing network.
Digit. Commun. Networks
Jienan Chen, Siyu Chen, Siyu Luo, Qi Wang, Bin Cao, Xiaoqian Li
2020 J jnl
Artificial Intelligence Aided Joint Bit Rate Selection and Radio Resource Allocation for Adaptive Video Streaming over F-RANs.
IEEE Wirel. Commun.
Jienan Chen, Zhongxiang Wei, Shuai Li, Bin Cao
2020 J jnl
Autoencoder Neural Network Based Intelligent Hybrid Beamforming Design for mmWave Massive MIMO Systems.
IEEE Trans. Cogn. Commun. Netw.
Jiyun Tao, Jienan Chen, Jing Xing, Shengli Fu, Junfei Xie
2020 J jnl
Belief Propagation Decoding of Polar Codes Using Intelligent Post-Processing.
J. Signal Process. Syst.
Yiou Chen, Jienan Chen, Xia Yu, Guixian Xie, Cong Zhang, Chuan Zhang
2020 J jnl
Deep Learning Driven Non-Orthogonal Precoding for Millimeter Wave Communications.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Junkai Liu, Jienan Chen, Siyu Luo, Shuai Li, Shengli Fu
2020 J jnl
Driving Maneuvers Prediction Based Autonomous Driving Control by Deep Monte Carlo Tree Search.
IEEE Trans. Veh. Technol.
Jienan Chen, Cong Zhang, Jinting Luo, Junfei Xie, Yan Wan
2020 C conf
Energy-Efficiency Millimeter Wave Communication System Based a New Beam Modulation Scheme.
ISCAS
Shuai Li, Jienan Chen, Jing Xing, Jiyun Tao, Zeyan Lu
2020 J jnl
Hybrid Beamforming/Combining for Millimeter Wave MIMO: A Machine Learning Approach.
IEEE Trans. Veh. Technol.
Jienan Chen, Wei Feng, Jing Xing, Ping Yang, Gerald E. Sobelman, DengSheng Lin, Shaoqian Li
2020 — conf
Intelligent joint trajectory design and resource allocation in UAV-based data harvesting system.
ICCA
Siyu Luo, Junkai Liu, Siyu Chen, Jienan Chen, Jifeng Guo
2020 — conf
Joint QoS Control and Bitrate Selection for Video Streaming based on Multi-agent Reinforcement Learning.
ICCA
Huilin Jin, Qi Wang, Shuai Li, Jienan Chen
2020 C conf
Neural Synaptic Plasticity-Like Computing: An Ultra-Low Cost Approach for Artificial Neural Networks Implementation.
ISCAS
Zihan Xia, Jienan Chen, Shaoxia He, Shuai Li
2020 J jnl
Semi-Supervised Learning Based on Hybrid Neural Network for the Signal Integrity Analysis.
IEEE Trans. Circuits Syst. II Express Briefs
Siyu Chen, Jienan Chen, Tingrui Zhang, Shuwu Wei
2020 J jnl
Wireless Beam Modulation: An Energy- and Spectrum-Efficient Communication Technology for Future Massive IoT Systems.
IEEE Wirel. Commun.
Jienan Chen, Shuai Li, Jiyun Tao, Shengli Fu, Gerald E. Sobelman
2019 — conf
A Data-Efficient Training Model for Signal Integrity Analysis based on Transfer Learning.
APCCAS
Tingrui Zhang, Siyu Chen, Shuwu Wei, Jienan Chen
2019 — conf
A Fast Signal Integrity Design Model of Printed Circuit Board based on Monte-Carlo Tree.
ASICON
Tingrui Zhang, Siyu Chen, Shuwu Wei, Jienan Chen
2019 — conf
A Novel Signed Bit-serial Fixed-point Accumulator with Configurable Overflow-Protection Precision.
ASICON
Lin Li, Qiu Huang, Jianhao Hu, Jienan Chen
2019 — conf
An Intelligent Task Offloading Algorithm (iTOA) for UAV Network.
GLOBECOM Workshops
Siyu Chen, Qi Wang, Jienan Chen, Tingyong Wu
2019 — conf
Constrained Deep Neural Network Based Hybrid Beamforming for Millimeter Wave Massive MIMO Systems.
ICC
Jiyun Tao, Qi Wang, Siyu Luo, Jienan Chen
2019 — conf
Deep Matching Network Based Image Auxiliary Localization System for Unmanned Aerial Vehicle.
GLOBECOM Workshops
Cong Zhang, Yunzhi Duan, Jing Xing, Jienan Chen
2019 — conf
Deep Neural Hybrid Beamforming for Multi-User mmWave Massive MIMO System.
GlobalSIP
Jiyun Tao, Jing Xing, Jienan Chen, Chuan Zhang, Shengli Fu
2019 — conf
Deep Tree Search Based Pilot Efficiency Semi-Blind Channel Estimation for Massive IoT.
IoTaIS
Jing Xing, Tingyong Wu, Jienan Chen, Gerald E. Sobelman
2019 J jnl
Intelligent Massive MIMO Antenna Selection Using Monte Carlo Tree Search.
IEEE Trans. Signal Process.
Jienan Chen, Siyu Chen, Yunlong Qi, Shengli Fu
2019 J jnl
Memory Segment Matching Network Based Image Geo-Localization.
IEEE Access
Jienan Chen, Yunzhi Duan, Gerald E. Sobelman, Cong Zhang
2019 — conf
Pilot Allocation Game: A Monte Carlo Tree Based Method.
ICTC
Siyu Luo, Cong Zhang, Yunzhi Duan, Jienan Chen
2019 B conf
iABR: An Intelligent Joint Adaptive Bitrate Selection and Communication Resource Allocation in F-RAN.
GLOBECOM
Shuai Li, Qi Wang, Shiming Sun, Jienan Chen
2019 J jnl
iRAF: A Deep Reinforcement Learning Approach for Collaborative Mobile Edge Computing IoT Networks.
IEEE Internet Things J.
Jienan Chen, Siyu Chen, Qi Wang, Bin Cao, Gang Feng, Jianhao Hu
2018 J jnl
A Fast Converging Normalization Unit for Stochastic Computing.
IEEE Trans. Circuits Syst. II Express Briefs
Kaining Han, Jianhao Hu, Jienan Chen, Zhengbing Zhang, Hao Lu
2018 J jnl
A Joint Update Parallel MCMC-Method-Based Sparse Code Multiple Access Decoder.
IEEE Trans. Veh. Technol.
Jienan Chen, Zhenbing Zhang, Shengli Fu, Jianhao Hu
2018 J jnl
A Low Complexity Sparse Code Multiple Access Detector Based on Stochastic Computing.
IEEE Trans. Circuits Syst. I Regul. Pap.
Kaining Han, Jianhao Hu, Jienan Chen, Hao Lu
2018 — conf
A Novel Jointed Detection Scheme for MIMO-LDPC Systems.
DSP
Guiwu Yang, Jianhao Hu, Guoqiang Yao, Jienan Chen, Wei Cao
2018 — conf
Design of FIR Filter Based on Algebraic Integer Quantization.
DSP
Zeguo Yang, M. A. Shang, Shuai Hu, Kun Zheng, Xuyuan Cao, Jienan Chen
2018 — conf
Energy-Efficient Architecture for FPGA-based Deep Convolutional Neural Networks with Binary Weights.
DSP
Yunzhi Duan, Shuai Li, Ruipeng Zhang, Qi Wang, Jienan Chen, Gerald E. Sobelman
2018 — conf
Intelligent Parking Management System Design from a Mobile Edge Computing (MEC) Perspective.
VTC Fall
Cong Zhang, Qi Wang, Mengyuan Wang, Jienan Chen, Hongzuo Liu, Shengli Fu
2018 — conf
Low Cost LSTM Implementation based on Stochastic Computing for Channel State Information Prediction.
APCCAS
Shuai Li, Qi Wang, Xiaojie Liu, Jienan Chen
2017 — conf
A layered iterative sampling algorithm for near-optimal detection in uplink massive MIMO systems.
WCSP
Nutian Zhang, Chao Fei, Zhenbing Zhang, Jianhao Hu, Jienan Chen
2017 — conf
A low complexity SCMA detector based on stochastic computation.
MWSCAS
Kaining Han, Jianhao Hu, Jienan Chen, Gerald E. Sobelman
2017 — conf
Fast convergence and low complexity stochastic turbo decoder.
MWSCAS
Zhenbing Zhang, Jianhao Hu, Jienan Chen, Kaining Han
2017 J jnl
Hardware Efficient Massive MIMO Detector Based on the Monte Carlo Tree Search Method.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Jienan Chen, Chao Fei, Hao Lu, Gerald E. Sobelman, Jianhao Hu
2017 J jnl
Long-Range and Broadband Aerial Communication Using Directional Antennas (ACDA): Design and Implementation.
IEEE Trans. Veh. Technol.
Jienan Chen, Junfei Xie, Yixin Gu, Songwei Li, Shengli Fu, Yan Wan, Kejie Lu
2016 — conf
A High Performance Joint Detection and Decoding Scheme for LDPC Coded SCMA System.
GLOBECOM Workshops
Kaining Han, Zhenbing Zhang, Jianhao Hu, Jienan Chen
2016 J jnl
An Intra-Iterative Interference Cancellation Detector for Large-Scale MIMO Communications Based on Convex Optimization.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jienan Chen, Zhenbing Zhang, Hao Lu, Jianhao Hu, Gerald E. Sobelman
2016 — conf
Energy-efficient massive MIMO system analysis: From a circuit power perspective.
DSP
Zhenbing Zhang, Jienan Chen, Jianhao Hu
2016 J jnl
Hardware and Energy-Efficient Stochastic LU Decomposition Scheme for MIMO Receivers.
IEEE Trans. Very Large Scale Integr. Syst.
Jienan Chen, Jianhao Hu, Jiangyun Zhou
2016 — conf
Joint Detection and Decoding Schemes for Turbo Coded SCMA Systems.
GLOBECOM Workshops
Zhenbing Zhang, Kaining Han, Jianhao Hu, Jienan Chen
2016 — conf
Low complexity sparse code multiple access decoder based on tree pruned method.
DSP
Jienan Chen, Kaining Han, Jianhao Hu, Zhenbing Zhang
2016 J jnl
Sparse Code Multiple Access Decoding Based on a Monte Carlo Markov Chain Method.
IEEE Signal Process. Lett.
Jienan Chen, Zhenbing Zhang, Shuaining He, Jianhao Hu, Gerald E. Sobelman
2015 — conf
A high performance massive MIMO detector based on log-domain belief-propagation.
ASICON
Kaining Han, Jianhao Hu, Jienan Chen, Sheng Yang
2015 — conf
A low complexity MCMC algorithm for MIMO system with bias technique.
ASICON
Shuaining He, Jiangyun Zhou, Jianhao Hu, Jienan Chen
2015 — conf
Biased MMSE soft-output detection based on conjugate gradient in massive MIMO.
ASICON
Jiangyun Zhou, Jianhao Hu, Jienan Chen, Shuaining He
2015 J jnl
Hardware Efficient Mixed Radix-25/16/9 FFT for LTE Systems.
IEEE Trans. Very Large Scale Integr. Syst.
Jienan Chen, Jianhao Hu, Shuyang Lee, Gerald E. Sobelman
2015 J jnl
Stochastic Iterative MIMO Detection System: Algorithm and Hardware Design.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jienan Chen, Jianhao Hu, Gerald E. Sobelman
2015 — conf
Ultra-short length stochastic computation based on multiple partition computing.
ASICON
Jienan Chen, Jianhao Hu, Jiangyun Zhou
2014 C conf
High performance MIMO detector based on bidirectional path preserving trellis search.
ISCAS
Jienan Chen, Lian Huai, Jianhao Hu, Gerald E. Sobelman
2014 C conf
High performance absolute value calculator based on stochastic computing.
ISCAS
Jiangyun Zhou, Jianhao Hu, Jienan Chen
2014 J jnl
Stochastic MIMO Detector Based on the Markov Chain Monte Carlo Algorithm.
IEEE Trans. Signal Process.
Jienan Chen, Jianhao Hu, Gerald E. Sobelman
2013 C conf
A novel FIR filter based on stochastic logic.
ISCAS
Jienan Chen, Jianhao Hu
2013 B conf
A novel low-power filter design via reduced-precision redundancy for voltage overscaling applications.
GLOBECOM
Haoliang Li, Jianhao Hu, Jienan Chen
2013 J jnl
Energy-Efficient Digital Signal Processing via Voltage-Overscaling-Based Residue Number System.
IEEE Trans. Very Large Scale Integr. Syst.
Jienan Chen, Jianhao Hu
2013 J jnl
High Throughput Stochastic Log-MAP Turbo-Decoder Based on Low Bits Computation.
IEEE Signal Process. Lett.
Jienan Chen, Jianhao Hu
2012 B conf
High throughput and hardware efficient FFT architecture for LTE application.
WCNC
Jienan Chen, Jianhao Hu, Shuyang Li
2012 C conf
Low power digital signal processing scheme via stochastic logic protection.
ISCAS
Jienan Chen, Jianhao Hu, Shuyang Li
2011 C conf
Sliding Window Method for stochastic LDPC decoder.
ISCAS
Jienan Chen, Jianhao Hu