Yang Peng

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 134

Top Venues

CoRR

IEEE Internet Things J.

IEEE Access

Ad Hoc Networks

Technical University Munich (PHD)

Education History

Technical University Munich

PHD

Publications

Bingda Zhang, Zixia Chen, Zelin Chen, Yang Peng
Optimal dual-channel design for manufacturers under different consumer low-carbon preferences for products. Int. J. Wirel. Mob. Comput. 26 (3) (2024)
Liangyu Zhang, Yang Peng, Wenhao Yang, Zhihua Zhang
Semi-Infinitely Constrained Markov Decision Processes and Provably Efficient Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Yang Peng, Xile Zhang, Lantu Guo, Cui Ben, Yuchao Liu, Yu Wang, Yun Lin, Guan Gui
Enhanced Specific Emitter Identification With Limited Data Through Dual Implicit Regularization. IEEE Internet Things J. 11 (15) (2024)
Zhisheng Yao, Yang Peng, Yu Wang, Congan Xu, Juzhen Wang, Yun Lin, Guan Gui
A Novel Radio Frequency Fingerprint Concealment Method Based on IQ Imbalance Compensation and Digital Pre-Distortion. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Yang Peng, Junjie Lu, Tai Chiu Edwin Cheng, Min Ji
Revenue sharing or not? Coordination of the buy-online-and-pickup-in-store supply chain. Int. Trans. Oper. Res. 31 (3) (2024)
Hua Qin, Weihong Chen, Ni Li, Tao Wang, Yaqi Deng, Gelan Yang, Yang Peng
CDR: Bandwidth-Efficient Cross-Interface Downlink Relay Scheme for Low-Power Multihop Wireless Networks. IEEE Internet Things J. 11 (9) (2024)
Hao Jin, Yang Peng, Liangyu Zhang, Zhihua Zhang
Federated Control in Markov Decision Processes. CoRR (2024)
Hua Qin, Ni Li, Tao Wang, Gelan Yang, Yang Peng
CDT: Cross-interface Data Transfer scheme for bandwidth-efficient LoRa communications in energy harvesting multi-hop wireless networks. J. Netw. Comput. Appl. 229 (2024)
Yang Peng, Liangyu Zhang, Zhihua Zhang
Near Minimax-Optimal Distributional Temporal Difference Algorithms and The Freedman Inequality in Hilbert Spaces. CoRR (2024)
Xile Zhang, Lantu Guo, Cui Ben, Yang Peng, Yu Wang, Shengnan Shi, Yun Lin, Guan Gui
A-GCRNN: Attention Graph Convolution Recurrent Neural Network for Multi-Band Spectrum Prediction. IEEE Trans. Veh. Technol. 73 (2) (2024)
Jing Huang, Xinyu Huang, Yang Peng, Lin Hu
Driver state recognition with physiological signals: Based on deep feature fusion and feature selection techniques. Biomed. Signal Process. Control. 93 (2024)
Jinglin Xu, Yang Peng, Cong Ye, Shang Gao, Ming Cheng
Hospital Flow Simulation and Space Layout Planning Based on Low-Trust Social Force Model. IEEE Access 12 (2024)
Jing Huang, Yang Peng, Lin Hu
A multilayer stacking method base on RFE-SHAP feature selection strategy for recognition of driver's mental load and emotional state. Expert Syst. Appl. 238 (Part B) (2024)
Hao Chen, Hua Qin, Gelan Yang, Yang Peng
HDS: Heterogeneity-aware dual-interface scheduling for energy-efficient delay-constrained data collection in IoT. Ad Hoc Networks 155 (2024)
He Li, Liangyu Dong, Yang Peng, Zhixiang Dai, Yang Jiang, Jinjie Zhang
Transfer Diagnosis Model of Internal Combustion Engine With Embedded Vibration Signal Impact Decomposition. IEEE Access 12 (2024)
Peiliang Ji, Yang Peng, Gejiacheng Lu, Lantu Guo, Jie Zhou, Yun Lin, Yu Wang, Guan Gui
Incremental Learning-Based Radio Frequency Fingerprint Identification via Exemplar Replay. ICCT (2023)
Xue Fu, Yang Peng, Yuchao Liu, Yun Lin, Guan Gui, Haris Gacanin, Fumiyuki Adachi
Semi-Supervised Specific Emitter Identification Method Using Metric-Adversarial Training. IEEE Internet Things J. 10 (12) (2023)
Yang Peng, Peng Lu, Wang Yin
Enhance Image Style Transfer with Depth Spatial Modulation. IC-NIDC (2023)
Yang Peng
Deep learning for 3D Object Detection and Tracking in Autonomous Driving: A Brief Survey. CoRR (2023)
Xiaowen Wang, Jie Huang, Chunyang Qi, Yang Peng, Shuaishuai Zhang
An anti-collusion attack defense method for physical layer key generation scheme based on transmission delay. PeerJ Comput. Sci. 9 (2023)
Shupeng Zhang, Yibin Zhang, Xixi Zhang, Yang Peng, Jinlong Sun, Guan Gui, Tomoaki Ohtsuki
Radio Frequency Signal Dataset Generation Based on LTE System and Variable Channels. INFOCOM Workshops (2023)
Patrik Omland, Yang Peng, Michael Paulitsch, Jorge Parra, Gustavo Espinosa, Abishai Daniel, Gereon Hinz, Alois C. Knoll
API-Based Hardware Fault Simulation for DNN Accelerators. IEEE Des. Test 40 (2) (2023)
Mushui Liu, Yunlong Yu, Yingming Li, Zhong Ji, Wen Chen, Yang Peng
Lightweight MIMO-WNet for single image deblurring. Neurocomputing 516 (2023)
Hua Qin, Weimin Chen, Ni Li, Tao Wang, Hao Chen, Gelan Yang, Yang Peng
CPS: Cross-interface network Partitioning and Scheduling towards QoS-aware data flow delivery in multimedia IoT. J. Netw. Comput. Appl. 217 (2023)
Hao Chen, Hua Qin, Weimin Chen, Ni Li, Tao Wang, Jianxin He, Gelan Yang, Yang Peng
BMS: Bandwidth-aware Multi-interface Scheduling for energy-efficient and delay-constrained gateway-to-device communications in IoT. Comput. Networks 225 (2023)
Jaume Abella, Francisco J. Cazorla, Sergi Alcaide, Michael Paulitsch, Yang Peng, Inês Pinto Gouveia
Envisioning a Safety Island to Enable HPC Devices in Safety-Critical Domains. CoRR (2023)
Liangyu Zhang, Yang Peng, Wenhao Yang, Zhihua Zhang
Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning. CoRR (2023)
Yuxiang Liu, Yu Liu, Shen Yan, Chen Chen, Jikun Zhong, Yang Peng, Maojun Zhang
A Multi-View Thermal-Visible Image Dataset for Cross-Spectral Matching. Remote. Sens. 15 (1) (2023)
Yang Peng, Jie Huang, Sirui Zhou, Zixuan Ju, Xiaowen Wang, Peihao Li
BGET: A Blockchain-Based Grouping-EigenTrust Reputation Management Approach for P2P Networks. CollaborateCom (1) (2023)
Cui Ben, Yang Peng, Xile Zhang, Yu Wang, Lantu Guo, Yun Lin, Guan Gui
Multi-Band Spectrum Prediction Method via Singular Spectrum Analysis and A-BiLSTM. ICCT (2023)
Tao Wu, Yibin Zhang, Cui Ben, Yang Peng, Pengfei Liu, Guan Gui
Specific Emitter Identification Based on Multi-Scale Attention Feature Fusion Network. ICCT (2023)
Yang Peng, Changzheng Liu, Wei Shen
Finding Lookalike Customers for E-Commerce Marketing. CoRR (2023)
Yang Peng, Ping Liu, Xiyuan Yang, Pan Zhou, Yawei Luo, Jingen Liu
Unsupervised Domain Adaptive Person Re-Identification with Adaptive Structure Learning. ICIP (2023)
Yang Peng
Query-Driven Knowledge Graph Construction using Question Answering and Multimodal Fusion. WWW (Companion Volume) (2023)
Nikolaos Andriotis, Alejandro Serrano-Cases, Sergi Alcaide, Jaume Abella, Francisco J. Cazorla, Yang Peng, Andrea Baldovin, Michael Paulitsch, Vladimir Tsymbal
A Software-Only Approach to Enable Diverse Redundancy on Intel GPUs for Safety-Related Kernels. SAC (2023)
Patrik Omland, Alessio Netti, Yang Peng, Andrea Baldovin, Michael Paulitsch, Gustavo Espinosa, Jorge Parra, Gereon Hinz, Alois C. Knoll
HPC Hardware Design Reliability Benchmarking With HDFIT. IEEE Trans. Parallel Distributed Syst. 34 (3) (2023)
Qutub Syed Sha, Neslihan Kose, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois Knoll
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. CoRR (2023)
Yang Peng, Yupeng Xiao, Jingpu Duan, Xiaoxi Zhang, Weichao Li
Emulating High-performance Networks with CNNet. ICDCS Workshops (2023)
Xuezhi Ke, Zuo Yan, Zhaohui Li, Yang Peng, Xuejun Ma, Bailin Li
Whole Process Simulation of VFTO Coupling to Power Transformer Core Earthing Conductor. iSPEC (2023)
Liangyu Zhang, Yang Peng, Jiadong Liang, Wenhao Yang, Zhihua Zhang
Estimation and Inference in Distributional Reinforcement Learning. CoRR (2023)
Syed Qutub, Neslihan Köse Cihangir, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois C. Knoll
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. BMVC (2023)
Yang Peng, Changbo Hou, Yibin Zhang, Yun Lin, Guan Gui, Haris Gacanin, Shiwen Mao, Fumiyuki Adachi
Supervised Contrastive Learning for RFF Identification With Limited Samples. IEEE Internet Things J. 10 (19) (2023)
Alessio Netti, Yang Peng, Patrik Omland, Michael Paulitsch, Jorge Parra, Gustavo Espinosa, Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
Mixed precision support in HPC applications: What about reliability? J. Parallel Distributed Comput. 181 (2023)
Yibin Zhang, Yang Peng, Jinlong Sun, Guan Gui, Yun Lin, Shiwen Mao
GPU-Free Specific Emitter Identification Using Signal Feature Embedded Broad Learning. IEEE Internet Things J. 10 (14) (2023)
Liangyu Zhang, Yang Peng, Wenhao Yang, Zhihua Zhang
Semi-infinitely Constrained Markov Decision Processes. NeurIPS (2022)
Jie Zhou, Yang Peng, Guan Gui, Yun Lin, Bamidele Adebisi, Haris Gacanin, Hikmet Sari
A Novel Radio Frequency Fingerprint Identification Method Using Incremental Learning. VTC Fall (2022)
Long Tian, Bo Chen, Zekun Guo, Chuan Du, Yang Peng, Hongwei Liu
Open set HRRP recognition with few samples based on multi-modality prototypical networks. Signal Process. 193 (2022)
Peihao Li, Jie Huang, Shuaishuai Zhang, Chunyang Qi, Chuang Liang, Yang Peng
A Novel Backdoor Attack Adapted to Transfer Learning. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Yang Peng, Shen Yan, Yuxiang Liu, Yu Liu, Maojun Zhang
View graph construction for scenes with duplicate structures via graph convolutional network. IET Comput. Vis. 16 (5) (2022)
Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang, Zhihua Zhang
Federated Reinforcement Learning with Environment Heterogeneity. AISTATS (2022)
Yang Peng, Daisy Zhe Wang
Knowledge Base Completion using Web-Based Question Answering and Multimodal Fusion. CoRR (2022)
Yang Peng, Daisy Zhe Wang
Query-Driven Knowledge Base Completion using Multimodal Path Fusion over Multimodal Knowledge Graph. CoRR (2022)
Carl Mofjeld, Yang Peng, Hua Qin
Adaptive Acceleration of Inference Services at the Network Edge. MobileCloud (2022)
Yibin Zhang, Yang Peng, Bamidele Adebisi, Guan Gui, Haris Gacanin, Hikmet Sari
Specific Emitter Identification Based on Radio Frequency Fingerprint Using Multi-Scale Network. VTC Fall (2022)
Alex Xie, Yang Peng
Improving the Quality of Inference for Applications using Chained DNN Models during Edge Server Handover. SEC (2022)
Syed Qutub, Florian Geissler, Yang Peng, Ralf Gräfe, Michael Paulitsch, Gereon Hinz, Alois C. Knoll
Hardware Faults that Matter: Understanding and Estimating the Safety Impact of Hardware Faults on Object Detection DNNs. SAFECOMP (2022)
Yang Peng, Pengfei Liu, Yu Wang, Guan Gui, Bamidele Adebisi, Haris Gacanin
Radio Frequency Fingerprint Identification Based on Slice Integration Cooperation and Heat Constellation Trace Figure. IEEE Wirel. Commun. Lett. 11 (3) (2022)
Hongwei Liu, Chengyao Hao, Yang Peng, Yu Wang, Tomoaki Ohtsuki, Guan Gui
An Effective Radio Frequency Signal Classification Method Based on Multi-Task Learning Mechanism. VTC Fall (2022)
Shen Yan, Maojun Zhang, Yang Peng, Yu Liu, Hanlin Tan
AgentI2P: Optimizing Image-to-Point Cloud Registration via Behaviour Cloning and Reinforcement Learning. Remote. Sens. 14 (24) (2022)
Syed Qutub, Florian Geissler, Yang Peng, Ralf Gräfe, Michael Paulitsch, Gereon Hinz, Alois C. Knoll
Hardware faults that matter: Understanding and Estimating the safety impact of hardware faults on object detection DNNs. CoRR (2022)
Tao Tian, Yu Wang, Heng Dong, Yang Peng, Yun Lin, Guan Gui, Haris Gacanin
Transfer Learning-Based Radio Frequency Fingerprint Identification Using ConvMixer Network. GLOBECOM (2022)
Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang, Zhihua Zhang
Federated Reinforcement Learning with Environment Heterogeneity. CoRR (2022)
Yonghui Liu, Yue Wang, Minghao Wang, Zhao Xu, Yang Peng, Mingxuan Li
Coordinated VSG Control of Photovoltaic/Battery System for Maximum Power Output and Grid Supporting. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (1) (2022)
Anish Prasad, Carl Mofjeld, Yang Peng
A Joint Model Provisioning and Request Dispatch Solution for Low-Latency Inference Services on Edge. Sensors 21 (19) (2021)
Xiaoling Tao, Yang Peng, Feng Zhao, Changsong Yang, Baohua Qiang, Yufeng Wang, Zuobin Xiong
Gated recurrent unit-based parallel network traffic anomaly detection using subagging ensembles. Ad Hoc Networks 116 (2021)
Florian Geissler, Syed Qutub, Sayanta Roychowdhury, Ali Asgari, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. CoRR (2021)
Yang Peng, Ping Liu, Yawei Luo, Pan Zhou, Zichuan Xu, Jingen Liu
Unsupervised Domain Adaptive Person Re-Identification via Human Learning Imitation. CoRR (2021)
Chen Chen, Maojun Zhang, Yang Peng, Hanlin Tan, Huaxin Xiao
Extremely Tiny Face Detector for Platforms with Limited Resources. ICIG (2) (2021)
Shen Yan, Maojun Zhang, Shiming Lai, Yu Liu, Yang Peng
Image retrieval for Structure-from-Motion via Graph Convolutional Network. Inf. Sci. 573 (2021)
Hua Qin, Weihong Chen, Weimin Chen, Ni Li, Min Zeng, Yang Peng
A collision-aware mobile tag reading algorithm for RFID-based vehicle localization. Comput. Networks 199 (2021)
Yudi Chen, Zhi Xiong, Jianye Liu, Chuang Yang, Lijun Chao, Yang Peng
A Positioning Method Based on Place Cells and Head-Direction Cells for Inertial/Visual Brain-Inspired Navigation System. Sensors 21 (23) (2021)
Xiaoling Tao, Lan Shi, Feng Zhao, Shen Lu, Yang Peng
A Hybrid Alarm Association Method Based on AP Clustering and Causality. Wirel. Commun. Mob. Comput. 2021 (2021)
Florian Geissler, Syed Qutub, Sayanta Roychowdhury, Ali Asgari, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. AISafety@IJCAI (2021)
Huaxin Xiao, Yang Peng, Hanlin Tan, Ping Li
Dynamic Cross Fusion Network for Building-Based Damage Assessment. ICME (2021)
Hua Qin, Xiang Xiao, Weihong Chen, Ni Li, Min Zeng, Buwen Cao, Yang Peng
Utilizing VANETs as supplementary communication infrastructure for delay-tolerant bulky data transportation. Ad Hoc Networks 112 (2021)
Meenakshi Sethunath, Yang Peng
A Joint Resource Allocation and Request Dispatch Scheme for Performing Serverless Computing over Edge and Cloud. WF-IoT (2021)
Xin Zhao, Yang Peng, Jing Yang
Application of Matrix-NMS in Face Detection and Autonomous Driving. WASA (3) (2021)
Lei Wang, Jenhui Chen, Yang Peng, Lei Zhang
Editorial: Physical Layer Security and Wireless Access Control (QSHINE 2017). Mob. Networks Appl. 25 (1) (2020)
Donglai Jiao, Yang Peng, Yu Wang, Jie Yang
Joint multislice and cooperative detection aided RFID method based on deep learning. Phys. Commun. 42 (2020)
Yang Peng, Jiang Wu, Shiping Wen, Yuming Feng, Zhengwen Tu, Limin Zou
A New Supply Chain System and Its Impulsive Synchronization. Complex. 2020 (2020)
Hao Huang, Yang Peng, Jie Yang, Wenchao Xia, Guan Gui
Fast Beamforming Design via Deep Learning. IEEE Trans. Veh. Technol. 69 (1) (2020)
Hua Qin, Buwen Cao, Weihong Chen, Xiang Xiao, Yang Peng
WiFi-Assisted Control Traffic Offloading in Vehicular Environments. IEEE Trans. Veh. Technol. 69 (4) (2020)
Jingan Yang, Yang Peng
Bioinspired Bipedal Locomotion Control for Humanoid Robotics Based on EACO. CoRR (2020)
Jingan Yang, Yang Peng
To Root Artificial Intelligence Deeply in Basic Science for a New Generation of AI. CoRR (2020)
Hua Qin, Buwen Cao, Jianxin He, Xiang Xiao, Weihong Chen, Yang Peng
Cross-Interface Scheduling Toward Energy-Efficient Device-to-Gateway Communications in IoT. IEEE Internet Things J. 7 (3) (2020)
Shen Yan, Yang Peng, Guangyue Wang, Shiming Lai, Maojun Zhang
Weakly Supported Plane Surface Reconstruction via Plane Segmentation Guided Point Cloud Enhancement. IEEE Access 8 (2020)
Long Tian, Bo Chen, Yang Peng, Chuan Du, Zhenhua Wu, Hongwei Liu
Meta Network for Radar HRRP Noncooperative Target Recognition with Missing Aspects. IGARSS (2020)
Xiaoling Tao, Yang Peng, Feng Zhao, Sufang Wang, Ziyi Liu
An Improved Parallel Network Traffic Anomaly Detection Method Based on Bagging and GRU. WASA (1) (2020)
Trang Quang, Yang Peng
Device-driven On-demand Deployment of Serverless Computing Functions. PerCom Workshops (2020)
Yang Peng, Jiang Wu, Limin Zou, Yuming Feng, Zhengwen Tu
A Generalization of the Cauchy-Schwarz Inequality and Its Application to Stability Analysis of Nonlinear Impulsive Control Systems. Complex. 2019 (2019)
Hua Qin, Weihong Chen, Buwen Cao, Jianxin He, Yang Peng
BCS: Bidirectional Cross-Interface Scheduling for Sustainable End-to-End Data Delivery in IoT. IEEE Syst. J. 13 (4) (2019)
Zhimin He, Yang Peng, Yu Zhao, Jie Yang, Lei Wang, Baoyu Zheng, Guan Gui
Deep Learning-based Automatic Modulation Recognition Algorithm in Non-Cooperative Communication systems. WCSP (2019)
Yang Peng, Sun-Wei Li, Zhen-Zhong Hu
A self-learning dynamic path planning method for evacuation in large public buildings based on neural networks. Neurocomputing 365 (2019)
Tao Jin, Yang Peng, Zhiming Xing, Lihua Lei
A Charge Controller for Synchronous Linear Operation of Multiple Piezoelectric Actuators. IEEE Access 7 (2019)
Cheng Yang, Zhimin He, Yang Peng, Yu Wang, Jie Yang
Deep Learning Aided Method for Automatic Modulation Recognition. IEEE Access 7 (2019)
Yue Yin, Yang Peng, Miao Liu, Jie Yang, Guan Gui
Dynamic User Grouping-Based NOMA Over Rayleigh Fading Channels. IEEE Access 7 (2019)
Jie Wang, Ying Ding, Shujie Bian, Yang Peng, Miao Liu, Guan Gui
UL-CSI Data Driven Deep Learning for Predicting DL-CSI in Cellular FDD Systems. IEEE Access 7 (2019)
Xinyu Zhou, Yang Peng
Short-Spoken Language Intent Classification with Conditional Sequence Generative Adversarial Network. ICTAI (2019)
Thy Vu, Chayanne Jaye Mediran, Yang Peng
Measurement and Observation of Cross-Provider Cross-Region Latency for Cloud-Based IoT Systems. SERVICES (2019)
Ge Zheng, Yang Peng
GlobalFlow: A Cross-Region Orchestration Service for Serverless Computing Services. CLOUD (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yang Peng