Chenyang Yang

ORCID

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 213

Top Venues

CoRR

IEEE Trans. Commun.

WCNC

IEEE Trans. Wirel. Commun.

Publications

Yu-Szu Wei, Xing Wei, Shin-Yi Zheng, Cheng-Hsin Hsu, Chenyang Yang
A 6DoF VR Dataset of 3D virtualWorld for Privacy-Preserving Approach and Utility-Privacy Tradeoff. MMSys (2023)
Yang Li, Zhilin Chen, Yunqi Wang, Chenyang Yang, Bo Ai, Yik-Chung Wu
Heterogeneous Transformer: A Scale Adaptable Neural Network Architecture for Device Activity Detection. IEEE Trans. Wirel. Commun. 22 (5) (2023)
Manru Yin, Chengjian Sun, Chenyang Yang, Shengqian Han
Probabilistic Constrained Optimization for Predictive Video Streaming by Deep Learning. IEEE Trans. Commun. 71 (2) (2023)
Jia Guo, Chenyang Yang
Deep Neural Networks With Data Rate Model: Learning Power Allocation Efficiently. IEEE Trans. Commun. 71 (3) (2023)
Jiaqi Feng, Shengqian Han, Hanlin Chen, Chenyang Yang
Uplink Scheduling for MIMO-OFDMA Systems with Rate Constraints by Deep Learning. WCNC (2023)
Jenny T. Liang, Chenyang Yang, Brad A. Myers
Understanding the Usability of AI Programming Assistants. CoRR (2023)
Yao Peng, Tingting Liu, Chenyang Yang
Learning Uplink Power Control with MMSE Receiver-based Graph Neural Network. WCSP (2023)
Yuan-an Xiao, Chenyang Yang, Bo Wang, Yingfei Xiong
ExpressAPR: Efficient Patch Validation for Java Automated Program Repair Systems. ASE (2023)
Yekun Liu, Tingting Liu, Chenyang Yang, Yuanfang Huang, Shiqiang Suo
A Distributed Learning-based Interference Coordination and Resource Allocation Scheme. WCSP (2023)
Yuan-an Xiao, Chenyang Yang, Bo Wang, Yingfei Xiong
Accelerating Patch Validation for Program Repair with Interception-Based Execution Scheduling. CoRR (2023)
Hao Huang, Chenyang Yang, Yi Tang, Qinqin Wu, Famao Mei, Zhenwei Gu, Yadong Zhou
A Voltage Deviation Threat via Distributed Load Perturbation in Distribution Network. CASE (2022)
Manru Yin, Shengqian Han, Chenyang Yang
Optimal Uplink Resource Allocation for Single-User eMBB and URLLC Coexistence. PIMRC (2022)
Baichuan Zhao, Jia Guo, Chenyang Yang
Learning Precoding Policy: CNN or GNN? WCNC (2022)
Chenyang Yang, Rachel A. Brower-Sinning, Grace A. Lewis, Christian Kästner
Data Leakage in Notebooks: Static Detection and Better Processes. ASE (2022)
Jia Guo, Chenyang Yang
Learning Precoding for Semantic Communications. ICC Workshops (2022)
Jia Guo, Chenyang Yang
Learning Power Allocation for Cellular Systems with Data Rate-based Deep Neural Network. WCNC (2022)
Jianyu Zhao, Chenyang Yang
Graph Reinforcement Learning for Predictive Power Allocation to Mobile Users. CoRR (2022)
Chenyang Yang, Rachel A. Brower-Sinning, Grace A. Lewis, Christian Kästner
Data Leakage in Notebooks: Static Detection and Better Processes. CoRR (2022)
Chenyang Yang, Rachel A. Brower-Sinning, Grace A. Lewis, Christian Kästner, Tongshuang Wu
Capabilities for Better ML Engineering. CoRR (2022)
Xing Wei, Chenyang Yang
FoV Privacy-aware VR Streaming. WCNC (2022)
Xing Wei, Chenyang Yang, Chengjian Sun
Viewpoint Leakage in Proactive VR Streaming: Modeling and Tradeoff. CoRR (2022)
Chengjian Sun, Jiajun Wu, Chenyang Yang
Improving Learning Efficiency for Wireless Resource Allocation with Symmetric Prior. IEEE Wirel. Commun. 29 (2) (2022)
Jia Guo, Chenyang Yang
A Model-based GNN for Learning Precoding. CoRR (2022)
Shengjie Liu, Jia Guo, Chenyang Yang
Learning Hybrid Precoding Efficiently for mmWave Systems with Mathematical Properties. GLOBECOM (2022)
Jia Guo, Chenyang Yang
Learning Power Allocation for Multi-Cell-Multi-User Systems With Heterogeneous Graph Neural Networks. IEEE Trans. Wirel. Commun. 21 (2) (2022)
Jianyu Zhao, Chenyang Yang
Deep Reinforcement Learning with Symmetric Prior for Predictive Power Allocation to Mobile Users. CoRR (2021)
Xing Wei, Chenyang Yang, Shengqian Han
Duration-Squeezing-Aware Communication and Computing for Proactive VR. VTC Spring (2021)
Chenyang Yang, Shurui Zhou, Jin L. C. Guo, Christian Kästner
Subtle Bugs Everywhere: Generating Documentation for Data Wrangling Code. ASE (2021)
Dong Liu, Jianyu Zhao, Chenyang Yang, Lajos Hanzo
Accelerating Deep Reinforcement Learning With the Aid of Partial Model: Energy-Efficient Predictive Video Streaming. IEEE Trans. Wirel. Commun. 20 (6) (2021)
Yinghan Li, Shengqian Han, Chenyang Yang
User Scheduling for Uplink OFDMA Systems by Deep Learning. WCNC (2021)
Kaiqiang Qi, Tingting Liu, Chenyang Yang, Shiqiang Suo, Yuanfang Huang
Dual Connectivity-Aided Proactive Handover and Resource Reservation for Mobile Users. IEEE Access 9 (2021)
Xing Wei, Chenyang Yang, Shengqian Han
Prediction, Communication, and Computing Duration Optimization for VR Video Streaming. IEEE Trans. Commun. 69 (3) (2021)
Jia Guo, Chenyang Yang
Learning Power Control for Cellular Systems with Heterogeneous Graph Neural Network. WCNC (2021)
Yinghan Li, Shengqian Han, Chenyang Yang
Multicell Power Control Under Rate Constraints With Deep Learning. IEEE Trans. Wirel. Commun. 20 (12) (2021)
Jia Guo, Zhaoqi Xu, Chenyang Yang
Learning Fairly With Class-Imbalanced Data for Interference Coordination. IEEE Trans. Veh. Technol. 70 (7) (2021)
Yifan Chen, Chenyang Yang, Xin Zhang, Yingfei Xiong, Hao Tang, Xiaoyin Wang, Lu Zhang
Accelerating Program Analyses in Datalog by Merging Library Facts. SAS (2021)
Xing Wei, Chenyang Yang
Privacy-aware VR streaming. CoRR (2021)
Xing Wei, Chenyang Yang
Spatial Privacy-aware VR streaming. CoRR (2021)
Jie Zhang, Chengjian Sun, Chenyang Yang
Resource Allocation in URLLC with Online Learning for Mobile Users. VTC Spring (2021)
Xing Wei, Chenyang Yang, Shengqian Han
Duration-Squeezing-Aware Communication and Computing for Proactive VR. CoRR (2021)
Yang Li, Zhilin Chen, Yunqi Wang, Chenyang Yang, Yik-Chung Wu
Heterogeneous Transformer: A Scale Adaptable Neural Network Architecture for Device Activity Detection. CoRR (2021)
Yinghan Li, Shengqian Han, Chenyang Yang
Constrained learning for Multicell Power Control. VTC Spring (2021)
Dong Liu, Jingjing Cui, Jian-Kang Zhang, Chenyang Yang, Lajos Hanzo
Deep Reinforcement Learning Aided Packet-Routing for Aeronautical Ad-Hoc Networks Formed by Passenger Planes. IEEE Trans. Veh. Technol. 70 (5) (2021)
Xing Wei, Chenyang Yang
FoV Privacy-aware VR Streaming. CoRR (2021)
Changyang She, Chengjian Sun, Zhouyou Gu, Yonghui Li, Chenyang Yang, H. Vincent Poor, Branka Vucetic
A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep Learning. Proc. IEEE 109 (3) (2021)
Shengqian Han, Fei Xue, Chenyang Yang, Jinyang Liu, Fengxu Lin
Data-Supported Caching Policy Optimization for Wireless D2D Caching Networks. IEEE Trans. Commun. 69 (11) (2021)
Dong Liu, Jingjing Cui, Jiankang Zhang, Chenyang Yang, Lajos Hanzo
Deep Reinforcement Learning Aided Packet-Routing For Aeronautical Ad-Hoc Networks Formed by Passenger Planes. CoRR (2021)
Changyang She, Chengjian Sun, Zhouyou Gu, Yonghui Li, Chenyang Yang, H. Vincent Poor, Branka Vucetic
A Tutorial of Ultra-Reliable and Low-Latency Communications in 6G: Integrating Theoretical Knowledge into Deep Learning. CoRR (2020)
Jiajun Wu, Chenyang Yang, Binqiang Chen
Proactive Caching and Bandwidth Allocation in Heterogenous Networks by Learning From Historical Numbers of Requests. IEEE Trans. Commun. 68 (7) (2020)
Dong Liu, Jianyu Zhao, Chenyang Yang, Lajos Hanzo
Accelerating Deep Reinforcement Learning With the Aid of a Partial Model: Power-Efficient Predictive Video Streaming. CoRR (2020)
Changyang She, Rui Dong, Zhouyou Gu, Zhanwei Hou, Yonghui Li, Wibowo Hardjawana, Chenyang Yang, Lingyang Song, Branka Vucetic
Deep Learning for Ultra-Reliable and Low-Latency Communications in 6G Networks. IEEE Netw. 34 (5) (2020)
Chengjian Sun, Changyang She, Chenyang Yang
Optimizing Ultra-Reliable and Low-Latency Communication Systems with Unsupervised Learning. CoRR (2020)
Shengqian Han, Huiting Su, Chenyang Yang, Andreas F. Molisch
Proactive Edge Caching for Video on Demand With Quality Adaptation. IEEE Trans. Wirel. Commun. 19 (1) (2020)
Yinghan Li, Shengqian Han, Chenyang Yang
Multicell Power Control under Rate Constraints with Deep Learning. CoRR (2020)
Shengqian Han, Xiaofeng Tan, Kaiqiang Qi, Chenyang Yang, Andreas F. Molisch, Yiming Lu, Jian Zheng, Yunchun Li
Rethinking the Gain of Multicasting and Proactive Caching for VoD Service. IEEE Wirel. Commun. 27 (5) (2020)
Chengjian Sun, Jiajun Wu, Chenyang Yang
Data Representation for Deep Learning with Priori Knowledge of Symmetric Wireless Tasks. CoRR (2020)
Xing Wei, Chenyang Yang
Matching Prediction to Communication and Computing for Proactive VR Video Streaming. VTC Spring (2020)
Changyang She, Rui Dong, Zhouyou Gu, Zhanwei Hou, Yonghui Li, Wibowo Hardjawana, Chenyang Yang, Lingyang Song, Branka Vucetic
Deep Learning for Ultra-Reliable and Low-Latency Communications in 6G Networks. CoRR (2020)
Dong Liu, Chengjian Sun, Chenyang Yang, Lajos Hanzo
Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning. CoRR (2020)
Pengyu Cong, Chengjian Sun, Dong Liu, Chenyang Yang
Optimizing Caching Policy and Bandwidth Allocation Towards User Fairness. WCNC (2020)
Jia Guo, Chenyang Yang
Structure of Deep Neural Networks with a Priori Information in Wireless Tasks. ICC (2020)
Jia Guo, Chenyang Yang
Constructing Deep Neural Networks with a Priori Knowledge of Wireless Tasks. CoRR (2020)
Jia Guo, Chenyang Yang
Learning Power Control for Cellular Systems with Heterogeneous Graph Neural Network. CoRR (2020)
Kaiqiang Qi, Chenyang Yang
Popularity Prediction with Federated Learning for Proactive Caching at Wireless Edge. WCNC (2020)
Jia Guo, Chenyang Yang
Impact of Prediction Errors on High Throughput Predictive Resource Allocation. IEEE Trans. Veh. Technol. 69 (9) (2020)
Changyang She, Chenyang Yang
Energy Efficient Resource Allocation for Hybrid Services With Future Channel Gains. IEEE Trans. Green Commun. Netw. 4 (1) (2020)
Dong Liu, Chengjian Sun, Chenyang Yang, Lajos Hanzo
Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning. IEEE Netw. 34 (4) (2020)
Chengjian Sun, Chenyang Yang
Unsupervised Deep Learning for Ultra-reliable and Low-latency Communications. CoRR (2019)
Chengjian Sun, Dong Liu, Chenyang Yang
Model-Free Unsupervised Learning for Optimization Problems with Constraints. APCC (2019)
Chengjian Sun, Dong Liu, Chenyang Yang
Model-Free Unsupervised Learning for Optimization Problems with Constraints. CoRR (2019)
Dong Liu, Chenyang Yang
A Deep Reinforcement Learning Approach to Proactive Content Pushing and Recommendation for Mobile Users. IEEE Access 7 (2019)
Jia Guo, Chenyang Yang
Structure of Deep Neural Networks with a Priori Information in Wireless Tasks. CoRR (2019)
Chengjian Sun, Changyang She, Chenyang Yang, Tony Q. S. Quek, Yonghui Li, Branka Vucetic
Optimizing Resource Allocation in the Short Blocklength Regime for Ultra-Reliable and Low-Latency Communications. IEEE Trans. Wirel. Commun. 18 (1) (2019)
Kaiqiang Qi, Shengqian Han, Chenyang Yang
Learning a Hybrid Proactive and Reactive Caching Policy in Wireless Edge Under Dynamic Popularity. IEEE Access 7 (2019)
Chengjian Sun, Chenyang Yang
Learning to Optimize with Unsupervised Learning: Training Deep Neural Networks for URLLC. CoRR (2019)
Pengyu Cong, Kaiqiang Qi, Chenyang Yang
Impact of Prediction Uncertainty of Popularity Distribution on Proactive Caching. ICCC (2019)
Zhaoqi Xu, Jia Guo, Chenyang Yang
Predictive Resource Allocation with Interference Coordination by Deep Learning. WCSP (2019)
Xing Wei, Chenyang Yang
Matching Capabilities of Prediction to Communication and Computing for Proactive VR Video Streaming. CoRR (2019)
Jiajun Wu, Chenyang Yang
Why Simple Models Perform Well in Predicting Popularity for Caching? APCC (2019)
Dong Liu, Jianyu Zhao, Chenyang Yang
Energy-Saving Predictive Video Streaming with Deep Reinforcement Learning. GLOBECOM (2019)
Wei Xing, Chenyang Yang
Tile-based Proactive Virtual Reality Streaming via Online Hierarchial Learning. APCC (2019)
Chengjian Sun, Chenyang Yang
Unsupervised Deep Learning for Ultra-Reliable and Low-Latency Communications. GLOBECOM (2019)
Kaiyang Guo, Chenyang Yang
Temporal-Spatial Recommendation for Caching at Base Stations via Deep Reinforcement Learning. IEEE Access 7 (2019)
Changyang She, Chenxi Liu, Tony Q. S. Quek, Chenyang Yang, Yonghui Li
Ultra-Reliable and Low-Latency Communications in Unmanned Aerial Vehicle Communication Systems. IEEE Trans. Commun. 67 (5) (2019)
Jiajun Wu, Chengjian Sun, Chenyang Yang
Proactive Optimization with Unsupervised Learning. CoRR (2019)
Chengjian Sun, Chenyang Yang
Learning to Optimize with Unsupervised Learning: Training Deep Neural Networks for URLLC. PIMRC (2019)
Dong Liu, Chenyang Yang
Caching at Base Stations With Heterogeneous User Demands and Spatial Locality. IEEE Trans. Commun. 67 (2) (2019)
Dong Liu, Chenyang Yang, Victor C. M. Leung
When Exploiting Individual User Preference Is Beneficial for Caching at Base Stations. ICC Workshops (2018)
Kaiqiang Qi, Binqiang Chen, Chenyang Yang, Shengqian Han
Optimizing Caching and Recommendation Towards User Satisfaction. WCSP (2018)
Rongpeng Li, Zhifeng Zhao, Qi Sun, Chih-Lin I, Chenyang Yang, Xianfu Chen, Minjian Zhao, Honggang Zhang
Deep Reinforcement Learning for Resource Management in Network Slicing. IEEE Access 6 (2018)
Changyang She, Chenxi Liu, Tony Q. S. Quek, Chenyang Yang, Yonghui Li
UAV-Assisted Uplink Transmission for Ultra-Reliable and Low-Latency Communications. ICC Workshops (2018)
Huiting Su, Shengqian Han, Chenyang Yang
Stochastic Geometry Analysis of Downlink Data Rate Over Fast Fading Channels. IEEE Commun. Lett. 22 (9) (2018)
Changyang She, Chenyang Yang, Tony Q. S. Quek
Joint Uplink and Downlink Resource Configuration for Ultra-reliable and Low-latency Communications. CoRR (2018)
Dong Liu, Binqiang Chen, Chenyang Yang, Andreas F. Molisch
Caching at the Wireless Edge: Design Aspects, Challenges and Future Directions. CoRR (2018)
Binqiang Chen, Chenyang Yang
Caching Policy for Cache-Enabled D2D Communications by Learning User Preference. IEEE Trans. Commun. 66 (12) (2018)
Lingxiao Kong, Shengqian Han, Chenyang Yang
Hybrid Precoding With Rate and Coverage Constraints for Wideband Massive MIMO Systems. IEEE Trans. Wirel. Commun. 17 (7) (2018)
Kaiyang Guo, Tingting Liu, Chenyang Yang, Zixiang Xiong
Interference Coordination and Resource Allocation Planning With Predicted Average Channel Gains for HetNets. IEEE Access 6 (2018)
Changyang She, Chenyang Yang, Tony Q. S. Quek
Joint Uplink and Downlink Resource Configuration for Ultra-Reliable and Low-Latency Communications. IEEE Trans. Commun. 66 (5) (2018)
Jia Guo, Chuting Yao, Chenyang Yang, Zixiang Xiong
Exploiting Residual Resources to Support High Throughput with Resource Allocation. CoRR (2018)
Changyang She, Chenyang Yang, Tony Q. S. Quek
Cross-Layer Optimization for Ultra-Reliable and Low-Latency Radio Access Networks. IEEE Trans. Wirel. Commun. 17 (1) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chenyang Yang