Shao-Yu Lien

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 42

Top Topics

Reinforcement Learning

Wireless Communication

Top Venues

IEEE Commun. Mag.

IEEE Wirel. Commun.

Publications

Shao-Yu Lien, Cheng-Hao Yeh, Der-Jiunn Deng
Optimum splitting computing for DNN training through next generation smart networks: a multi-tier deep reinforcement learning approach. Wirel. Networks 30 (3) (2024)
Kapal Dev, Chih-Lin I, Vuk Marojevic, Sunder Ali Khowaja, Shao-Yu Lien, Yue Wang
Guest Editorial Introduction to the Special Section on Open Radio Access Networks: Architecture, Challenges, Opportunities, and Use Cases in Vehicular Networks. IEEE Trans. Veh. Technol. 73 (7) (2024)
Yang Cao, Shao-Yu Lien, Ying-Chang Liang, Dusit Niyato, Xuemin Shen
Collaborative Computing in Non-Terrestrial Networks: A Multi-Time-Scale Deep Reinforcement Learning Approach. IEEE Trans. Wirel. Commun. 23 (5) (2024)
Shao-Yu Lien, Yi-Cheng Huang, Chih-Cheng Tseng, Shih-Chun Lin, Chih-Lin I, Xiaofei Xu, Der-Jiunn Deng
Universal Vertical Application Adaptation for O-RAN: Low-Latency RIC and Autonomous Intelligent xAPP Generation. IEEE Commun. Mag. 62 (5) (2024)
Yang Cao, Shao-Yu Lien, Ying-Chang Liang, Dusit Niyato
Multi-Tier Deep Reinforcement Learning for Non-Terrestrial Networks. IEEE Wirel. Commun. 31 (3) (2024)
Yang Cao, Shao-Yu Lien, Ying-Chang Liang, Dusit Niyato, Xuemin Sherman Shen
Collaborative Deep Reinforcement Learning for Resource Optimization in Non-Terrestrial Networks. PIMRC (2023)
Yang Cao, Shao-Yu Lien, Cheng-Hao Yeh, Ying-Chang Liang, Dusit Niyato
Efficient Communication-Computation Tradeoff for Split Computing: A Multi-Tier Deep Reinforcement Learning Approach. GLOBECOM (2023)
Shih-Chun Lin, Chia-Hung Lin, Liang C. Chu, Shao-Yu Lien
Enabling Resilient Access Equality for 6G LEO Satellite Swarm Networks. IEEE Internet Things Mag. 6 (3) (2023)
Shao-Yu Lien, Der-Jiunn Deng
Intelligent Session Management for URLLC in 5G Open Radio Access Network: A Deep Reinforcement Learning Approach. IEEE Trans. Ind. Informatics 19 (2) (2023)
Yang Cao, Shao-Yu Lien, Ying-Chang Liang, Kwang-Cheng Chen, Xuemin Shen
User Access Control in Open Radio Access Networks: A Federated Deep Reinforcement Learning Approach. IEEE Trans. Wirel. Commun. 21 (6) (2022)
Yi-Cheng Huang, Shao-Yu Lien, Chih-Cheng Tseng, Der-Jiunn Deng, Kwang-Cheng Chen
Universal Vertical Applications Adaptation for Open RAN: A Deep Reinforcement Learning Approach. WPMC (2022)
Shao-Yu Lien, Der-Jiunn Deng
Autonomous Non-Terrestrial Base Station Deployment for Non-Terrestrial Networks: A Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 71 (10) (2022)
Shih-Chun Lin, Chia-Hung Lin, Liang C. Chu, Shao-Yu Lien
Towards Resilient Access Equality for 6G Serverless p-LEO Satellite Networks. CoRR (2022)
Shao-Yu Lien, Der-Jiunn Deng, Bai-Chuan Chang
Session Management for URLLC in 5G Open Radio Access Network: A Machine Learning Approach. IWCMC (2021)
Yang Cao, Shao-Yu Lien, Ying-Chang Liang
Deep Reinforcement Learning For Multi-User Access Control in Non-Terrestrial Networks. IEEE Trans. Commun. 69 (3) (2021)
Eisaku Ko, Kwang-Cheng Chen, Shao-Yu Lien
Collaborative Partially-Observable Reinforcement Learning Using Wireless Communications. ICC (2021)
Yang Cao, Shao-Yu Lien, Ying-Chang Liang
Multi-tier Collaborative Deep Reinforcement Learning for Non-terrestrial Network Empowered Vehicular Connections. ICNP (2021)
Shao-Yu Lien, Hua-Lung Tsai
3GPP V2X on Unlicensed Spectrum: Performance Analysis and Optimum Channel Access Strategies. IEEE Trans. Veh. Technol. 70 (9) (2021)
Yang Cao, Shao-Yu Lien, Ying-Chang Liang, Kwang-Cheng Chen
Federated Deep Reinforcement Learning for User Access Control in Open Radio Access Networks. ICC (2021)
Chih-Cheng Tseng, Shao-Yu Lien, Chuan-Xian Zhuang, Fang-Chang Kuo, Hwang-Cheng Wang
InterWorking Function for Mission Critical Push to Talk Services. SGIoT (2021)
Der-Jiunn Deng, Shao-Yu Lien, Chun-Cheng Lin, Ming Gan, Hsing-Chung Chen
IEEE 802.11ba Wake-Up Radio: Performance Evaluation and Practical Designs. IEEE Access 8 (2020)
Shao-Yu Lien, Der-Jiunn Deng, Chun-Cheng Lin, Hua-Lung Tsai, Tao Chen, Chao Guo, Shin-Ming Cheng
3GPP NR Sidelink Transmissions Toward 5G V2X. IEEE Access 8 (2020)
Der-Jiunn Deng, Ming Gan, Yu-Chen Guo, Jian Yu, Ying-Pei Lin, Shao-Yu Lien, Kwang-Cheng Chen
IEEE 802.11ba: Low-Power Wake-Up Radio for Green IoT. IEEE Commun. Mag. 57 (7) (2019)
Shao-Yu Lien, Chih-Cheng Tseng, Ingrid Moerman, Leonardo Badia
Recent Advances in 5G Technologies: New Radio Access and Networking. Wirel. Commun. Mob. Comput. 2019 (2019)
Shao-Yu Lien, You-Lin Shiau, Der-Jiunn Deng
Throughput Analysis of 3GPP Licensed-Assisted Access Using Multiple Carriers. Mob. Networks Appl. 24 (5) (2019)
Shao-Yu Lien, Shao-Chou Hung, Der-Jiunn Deng, Chia-Lin Lai, Hua-Lung Tsai
Low Latency Radio Access in 3GPP Local Area Data Networks for V2X: Stochastic Optimization and Learning. IEEE Internet Things J. 6 (3) (2019)
Shao-Yu Lien, Yen-Chih Kuo, Der-Jiunn Deng, Hua-Lung Tsai, Alexey V. Vinel, Abderrahim Benslimane
Latency-Optimal mmWave Radio Access for V2X Supporting Next Generation Driving Use Cases. IEEE Access 7 (2019)
Shao-Yu Lien, Shao-Chou Hung, Hsiang Hsu
Latency Control in Edge Information Cache and Dissemination for Unmanned Mobile Machines. IEEE Trans. Ind. Informatics 14 (10) (2018)
Shao-Yu Lien, Shao-Chou Hung, Der-Jiunn Deng, Yueh Jir Wang
Optimum Ultra-Reliable and Low Latency Communications in 5G New Radio. Mob. Networks Appl. 23 (4) (2018)
Shao-Yu Lien, Shao-Chou Hung, Hsiang Hsu, Der-Jiunn Deng
Energy-Optimal Edge Content Cache and Dissemination: Designs for Practical Network Deployment. IEEE Commun. Mag. 56 (5) (2018)
Yen-Chih Kuo, Shao-Yu Lien, Der-Jiunn Deng, Yueh Jir Wang
Latency-Optimal Beam Sweeping for Millimeter-Wave Communications. GLOBECOM Workshops (2018)
Che-Yu Lin, Kwang-Cheng Chen, Dilranjan S. Wickramasuriya, Shao-Yu Lien, Richard D. Gitlin
Anticipatory Mobility Management by Big Data Analytics for Ultra-Low Latency Mobile Networking. ICC (2018)
Shao-Yu Lien, Der-Jiunn Deng, Hua-Lung Tsai, Ying-Pei Lin, Kwang-Cheng Chen
Vehicular Radio Access to Unlicensed Spectrum. IEEE Wirel. Commun. 24 (6) (2017)
Shao-Yu Lien, Shao-Chou Hung, Der-Jiunn Deng, Yueh Jir Wang
Efficient Ultra-Reliable and Low Latency Communications and Massive Machine-Type Communications in 5G New Radio. GLOBECOM (2017)
Der-Jiunn Deng, Shao-Yu Lien, Chun-Cheng Lin, Shao-Chou Hung, Wei-Bo Chen
Latency Control in Software-Defined Mobile-Edge Vehicular Networking. IEEE Commun. Mag. 55 (8) (2017)
Shao-Yu Lien, Shin-Lin Shieh, Yenming Huang, Borching Su, Yung-Lin Hsu, Hung-Yu Wei
5G New Radio: Waveform, Frame Structure, Multiple Access, and Initial Access. IEEE Commun. Mag. 55 (6) (2017)
Shao-Yu Lien, Chun-Che Chien, Hua-Lung Tsai, Ying-Chang Liang, Dong In Kim
Configurable 3GPP Licensed Assisted Access to Unlicensed Spectrum. IEEE Wirel. Commun. 23 (6) (2016)
Shao-Yu Lien, Shao-Chou Hung, Hsiang Hsu, Kwang-Cheng Chen
Collaborative radio access of heterogeneous cloud radio access networks and edge computing networks. ICC Workshops (2016)
Shao-Yu Lien, Jorden Lee, Ying-Chang Liang
Random Access or Scheduling: Optimum LTE Licensed-Assisted Access to Unlicensed Spectrum. IEEE Commun. Lett. 20 (3) (2016)
Shao-Yu Lien, Shin-Ming Cheng, Kwang-Cheng Chen, Dong In Kim
Resource-Optimal Licensed-Assisted Access in Heterogeneous Cloud Radio Access Networks With Heterogeneous Carrier Communications. IEEE Trans. Veh. Technol. 65 (12) (2016)
Shao-Yu Lien, Chun-Che Chien, Grace Shu-Tsz Liu, Hua-Lung Tsai, Richard Li, Yueh Jir Wang
Enhanced LTE Device-to-Device Proximity Services. IEEE Commun. Mag. 54 (12) (2016)
Der-Jiunn Deng, Shao-Yu Lien, Jorden Lee, Kwang-Cheng Chen
On Quality-of-Service Provisioning in IEEE 802.11ax WLANs. IEEE Access 4 (2016)
Shao-Chou Hung, David Liau, Shao-Yu Lien, Kwang-Cheng Chen
Low latency communication for Internet of Things. ICCC (2015)
Shao-Yu Lien, Shao-Chou Hung, Kwang-Cheng Chen
Optimal radio access for fully packet-switching 5G networks. ICC (2015)
Shao-Yu Lien, Yueh Jir Wang
To random access or schedule? Optimum 3GPP licensed-assisted access for machine-to-machine communications. QSHINE (2015)
Kwang-Cheng Chen, Whai-En Chen, Wu-Chun Chung, Yeh-Ching Chung, Qimei Cui, Cheng-Hsin Hsu, Shao-Yu Lien, Zhisheng Niu, Zhigang Tian, Jing Wang, Liqiang Zhao
Efficient Network Structure of 5G Mobile Communications. WASA (2015)
Shao-Chou Hung, Hsiang Hsu, Shao-Yu Lien, Kwang-Cheng Chen
Architecture Harmonization Between Cloud Radio Access Networks and Fog Networks. IEEE Access 3 (2015)
Shao-Yu Lien
Resource-Optimal Heterogeneous Machine-to-Machine Communications in Software Defined Networking Cyber-Physical Systems. Wirel. Pers. Commun. 84 (3) (2015)
Shao-Yu Lien, Kwang-Cheng Chen, Ying-Chang Liang, Yonghua Lin
Cognitive radio resource management for future cellular networks. IEEE Wirel. Commun. 21 (1) (2014)
Kwang-Cheng Chen, Shao-Yu Lien
Machine-to-machine communications: Technologies and challenges. Ad Hoc Networks 18 (2014)
Shao-Yu Lien, Shin-Ming Cheng, Yu-Yu Lin
Duality on timing alignment and radio resources orthogonality toward 5G heterogeneous networks. VITAE (2014)
Shao-Yu Lien, Shin-Ming Cheng
Resource-optimal network resilience for real-time data exchanges in Cyber-Physical Systems. PIMRC (2013)
Shao-Yu Lien, Shin-Ming Cheng, Kwang-Cheng Chen
Interference Mitigation in CR-Enabled Heterogeneous Networks. IEICE Trans. Commun. (6) (2013)
Shao-Yu Lien, Shin-Ming Cheng
Performance guaranteed statistical traffic control in cognitive cellular networks. WPMC (2013)
Shao-Chou Hung, Shao-Yu Lien, Kwang-Cheng Chen
Stochastic topology cognition in heterogeneous networks. PIMRC Workshops (2013)
Shao-Yu Lien, Shin-Ming Cheng, Sung-Yin Shih, Kwang-Cheng Chen
Radio Resource Management for QoS Guarantees in Cyber-Physical Systems. IEEE Trans. Parallel Distributed Syst. 23 (9) (2012)
Shao-Yu Lien, Tzu-Huan Liau, Ching-Yueh Kao, Kwang-Cheng Chen
Cooperative Access Class Barring for Machine-to-Machine Communications. IEEE Trans. Wirel. Commun. 11 (1) (2012)
Shao-Yu Lien, Kwang-Cheng Chen
Stochastic mutual induction computing in Het-CoMP empowered cellular networks. ICCS (2012)
Shao-Yu Lien, Yu-Yu Lin, Kwang-Cheng Chen
Cognitive and Game-Theoretical Radio Resource Management for Autonomous Femtocells with QoS Guarantees. IEEE Trans. Wirel. Commun. 10 (7) (2011)
Shao-Yu Lien, Kwang-Cheng Chen, Yonghua Lin
Toward ubiquitous massive accesses in 3GPP machine-to-machine communications. IEEE Commun. Mag. 49 (4) (2011)
Shao-Yu Lien, Sung-Yin Shih, Kwang-Cheng Chen
Spectrum Map Empowered Resource Management for QoS Guarantees in Multi-Tier Cellular Networks. GLOBECOM (2011)
Shao-Yu Lien, Kwang-Cheng Chen
Massive Access Management for QoS Guarantees in 3GPP Machine-to-Machine Communications. IEEE Commun. Lett. 15 (3) (2011)
Shao-Yu Lien, Hou-Hsun Lee, Sung-Yin Shih, Pin-Yu Chen, Kwang-Cheng Chen
Network synchronization among femtocells. GLOBECOM Workshops (2011)
Shao-Yu Lien, Chih-Cheng Tseng, Kwang-Cheng Chen, Chih-Wei Su
Cognitive Radio Resource Management for QoS Guarantees in Autonomous Femtocell Networks. ICC (2010)
Hung-Bin Chang, Shin-Ming Cheng, Shao-Yu Lien, Kwang-Cheng Chen
Statistical delay control of opportunistic links in cognitive radio networks. PIMRC (2010)
Wen-Kuang Kuo, Shao-Yu Lien
Dynamic resource allocation for supporting real-time multimedia applications in IEEE 802.15.3 WPANs. IET Commun. 3 (1) (2009)
Chih-Cheng Tseng, Shao-Yu Lien, Ramjee Prasad
Rate-Distance Adaptation of MAC Protocols. VTC Spring (2008)
Shao-Yu Lien, Chih-Cheng Tseng, Kwang-Cheng Chen
Carrier Sensing Based Multiple Access Protocols for Cognitive Radio Networks. ICC (2008)
Chih-Cheng Tseng, Shao-Yu Lien, Kwang-Cheng Chen, Ramjee Prasad
On The Rate-Distance Adaptability of Slotted Aloha. ICC (2008)
Shao-Yu Lien, Chih-Cheng Tseng, Kwang-Cheng Chen
Novel Rate-Distance Adaptation of Multiple Access Protocols in Cognitive Radio. PIMRC (2007)