2024：

1. Jiayi Liu，Zhongyi Xu, Chen Wang, Xuefang Liu, Xuemei Xie, Guangming Shi, Mobility-aware MEC planning with a GNN-based Graph Partitioning Framework, in IEEE Transactions on Network and Service Management, 2024. （中科院SCI二区期刊)
2. Yu Wu, Jiayi Liu, Chen Wang, Xuemei Xie, Guangming Shi, Graph Transformer and LSTM Attention for VNF Multi-step Workload Prediction in SFC, in IEEE Transactions on Network and Service Management, 2024. （中科院SCI二区期刊，通信作者)
3. Dongyu Xia, Jiayi Liu, Chen Wang, Weihua Wu, Comprehensive Fault Diagnosis for Multiple Coupled SFCs based on Deep Learning. in Computer Networks. （SCI期刊，CCF B类，通信作者）

2023：

1. Jiayi Liu, Wenbin Yao, Chen Wang, Qinghai Yang, Provisioning Network Slice for Mobile Content Delivery in Uncertain MEC Environment, in Computer Networks, 2023. （SCI期刊，CCF B类）
2. Yunchun Liu, Jiayi Liu, Chen Wang, Qinghai Yang, Comprehensive 5G Core Network Slice State Prediction based on Graph Neural Networks, IEEE ICC，2023. （国际会议，CCF C类，通信作者）
3. Yu Wu, Jiayi Liu, Chen Wang, Qinghai Yang, Graph Attention LSTM for Load Prediction of Fine-grained VNFs in SFC, IEEE ICC，2023. （国际会议，CCF C类，通信作者）
4. Wenbin Yao, Jiayi Liu, Chen Wang, Qinghai Yang, Learning-based RSU Placement for C-V2X with Uncertain Traffic Density and Task Demand, IEEE WCNC，2023. （国际会议，CCF C类，通信作者）
5. Menghan Shao, Jiayi Liu, Qinghai Yang, et. al, Fog Nodes Planning with Stochastic Sensor Traffic in Dynamic Industrial Environment, in IEEE Transactions on Industrial Informatics, 2023. （中科院SCI一区期刊，通信作者）
6. Jiayi Liu, Xiangjie Shi, Yizhi Huang, Qinghai Yang, Selective and on-demand network measurement with SRv6 and INT, in Computer Networks, 2023. （SCI期刊，CCF B类）

7. Weihua Wu, Peng Wang, Yue Fan, Jiayi Liu, Runzi Liu, Wenchao Xia, Robust Resource Allocation for RIS-aided V2X Communications with Imperfect CSI, in 2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall), 2023. (国际会议)

8. Peng Wang, Weihua Wu, Jiayi Liu, Guanhua Chai, Li Feng, Joint Spectrum and Power Allocation for V2X Communications with Imperfect CSI, in IEEE Transactions on Vehicular Technology, 2023. （中科院SCI二区期刊)

2022：

1. Zhendong Yu, Jiayi Liu, Sijia Liu, Qinghai Yang, Co-Optimizing Latency and Energy with Learning Based 360° Video Edge Caching Policy, IEEE WCNC，2022. （国际会议，CCF C类，通信作者）
2. Jiayi Liu，Shan Lu，Qinghai Yang，Accurate-ECN: An ECN Enhancement with Inband Network Telemetry, in IEEE LCN, 2022.（国际会议，CCF C类）
3. Zhendong Yu, Jiayi Liu, Chen Wang, Qinghai Yang,  Bandit Learning-Based Edge Caching for 360 Degree Video Streaming With Switching Cost, in IEEE Access. （SCI国际期刊，通信作者）
4. Meiming Fu, Qingyang Liu, Jiayi Liu, Xiang Wang, Hongyan Yang, A Learning-based Service Function Chain Early Fault Diagnosis Mechanism based on In-band Network Telemetry, IEICE Transactions on Information and Systems，2022. （SCI国际期刊，通信作者）

2021：

1. Jiayi Liu, Bowen Zhao, Menghan Shao, Qinghai Yang, Gwendal Simon, Optimal Provisioning for Determining and Embedding 5G End-to-End Network Slices for Information Centric Network, in IEEE Transactions on Network and Service Management, 2020. (中科院SCI二区期刊)
2. Xiang Wang, Xin Lu, Meiming Fu, Jiayi Liu, Hongyan Yang, Reliability Enhancement for 5G End-to-End Network Slice Provisioning to Survive Physical Node Failures, IEICE Transactions on Communications, 2021. (SCI国际期刊，通信作者)
3. Xin Lu, Xiang Wang, Lin Pang, Jiayi Liu, Qinghai Yang, Xingchen Song, Deployment and Reconfiguration for Balanced 5G Core Network Slices, IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, 2021. （SCI国际期刊，通信作者）

2020:

1. Chengli Mei, Xu Xia, Jiayi Liu, Hongyan Yang, Load Balancing Oriented Deployment Policy for 5G Core Network Slices, in IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, June 2020. （国际会议）
2. Jiayi Liu, Gwendal Simon, Xavier Corbillon, Jacob Chakaresk and Qinghai Yang, Delivering Viewport-Adaptive 360-Degree Videos in Cache-Aided MEC Networks, in IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, June 2020.（国际会议）
3. Menghan Shao, Jiayi Liu, Qinghai Yang, Gwendal Simon, A learning-based framework for MEC edge server planning with uncertain BS demands, in IEEE Access, 2020. (中科院SCI二区期刊，通信作者)
4. Chengli Mei, Jinyan Li, Jiayi Liu, Menghan Shao, 5G End-to-end Network Slices Embedding with Sharable Virtual Network Functions, in Journal of Communication and Network, 2020. (SCI 国际期刊，通信作者)

2018:

1. Jiayi Liu, Qinghai Yang, Gwendal Simon: Congestion Avoidance and Load Balancing in Content Placement and Request Redirection for Mobile CDN, accepted in IEEE/ACM Transactions on Networking, 2018. (国际期刊，中科院2区，CCF A类)
    
2. Jiayi Liu, Qinghai Yang, Gwendal Simon: Migration-based Dynamic and Practical Virtual Streaming Agent Placement for Mobile Adaptive Live streaming, accepted in IEEE Transactions on Network and Service management, 2018. (国际期刊，中科院3区)
   
    

2017:

1. Jiayi Liu, Qinghai Yang, Gwendal Simon, Delay Oriented Content Placement and Request Redirection for Mobile-CDN, The 42nd IEEE Conference on Local Computer Networks (LCN), （国际会议，CCF C类）.
2. Jiayi Liu, Qinghai Yang, Gwendal Simon, Joint Optimization of Content Placement and Request Redirection in Mobile-CDN, IFIP/IEEE International Symposium on Integrated Network Management (IM),（国际会议，CCF C类）.
3. Yashuang Guo, Qinghai Yang, Jiayi Liu, Kyung Sup Kwak: Cross-Layer Rate Control and Resource Allocation in Spectrum-Sharing OFDMA Small-Cell Networks With Delay Constraints. IEEE Trans. Vehicular Technology 66(5): 4133-4147 (2017). (国际期刊文章，中科院2区).
4. Yashuang Guo, Qinghai Yang, Jiayi Liu, Kyung Sup Kwak: Quality-Aware Streaming in Heterogeneous Wireless Networks. IEEE Trans. Wireless Communications 16(12): 8077-8091 (2017). (国际期刊文章，中科院2区).

2016:

1. Jiayi Liu, Gwendal Simon, Qinghai Yang: Optimal tree packing for discretized live rate-adaptive streaming in CDN. Multimedia Syst. 22(5): 559-573 (2016). (国际期刊，中科院三区).
2. Jiayi Liu, Qinghai Yang, Gwendal Simon: Optimal and Practical Algorithms for Implementing Wireless CDN Based on Base Stations. VTC Spring 2016.(国际会议文章)
3. Yashuang Guo, Qinghai Yang, Jiayi Liu, Kyung Sup Kwak: Resource allocation in small cell networks with time-averaged rate constraints. IET Communications 10(18): 2598-2605 (2016). (国际期刊文章).
    

2015:

1. Jiayi Liu, Shakeel Ahmad, Eliya Buyukkaya, Raouf Hamzaoui, Gwendal Simon:
   Resource allocation in underprovisioned multioverlay peer-to-peer live video sharing services. Peer-to-Peer Networking and Applications 8(3): 399-413 (2015). (国际期刊，CCF C类).
2. Fen Zhou, Jiayi Liu, Gwendal Simon, Raouf Boutaba: Joint Optimization for the Delivery of Multiple Video Channels in Telco-CDNs. IEEE Trans. Network and Service Management 12(1): 87-100 (2015). (国际期刊文章，中科院3区).

2014:

1. Jiayi Liu, Catherine Rosenberg, Gwendal Simon, Géraldine Texier: Optimal Delivery of Rate-Adaptive Streams in Underprovisioned Networks. IEEE Journal on Selected Areas in Communications 32(4): 706-718 (2014). (国际期刊，中科院一区，CCF A类期刊).

2013以前：

1. Jiayi Liu, Gwendal Simon: Fast Near-Optimal Algorithm for Delivering Multiple Live Video Channels in CDNs. IEEE ICCCN 2013. (国际会议文章, CCF C类).
2. Jiayi Liu, Shakeel Ahmad, Eliya Buyukkaya, Raouf Hamzaoui, Gwendal Simon: Resource allocation in underprovisioned multioverlay live video sharing services. ACM CoNext workshop 2012. (国际会议文章, CCF B类).
3. Fen Zhou, Jiayi Liu, Gwendal Simon, Raouf Boutaba: Joint optimization for the delivery of multiple video channels in Telco-CDN. CNSM 2013. (国际会议文章, CCF C类).
4. Eliya Buyukkaya, Shakeel Ahmad, Muneeb Dawood, Jiayi Liu, Fen Zhou, Raouf Hamzaoui, Gwendal Simon: Level-Based Peer-to-Peer Live Streaming with Rateless Codes. ISM 2012. (国际会议文章).