Ye Ouyang

According to our database, Ye Ouyang authored at least 60 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Vertical Federated Learning: Concepts, Advances, and Challenges.

Yang Liu, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang

IEEE Trans. Knowl. Data Eng., July, 2024

Multi-task Learning Model for Location Estimation Using RSSI of Wireless LAN in NLoS Environment.

Zehui Wei, Jianbing Ding, Zening Wang, Xidong Wang, Xiaozhou Ye, Ye Ouyang

Proceedings of the 2024 16th International Conference on Machine Learning and Computing, 2024

Fine-Tuning LLMs for Multi-Turn Dialogues: Optimizing Cross-Entropy Loss with KL Divergence for All Rounds of Responses.

Zeyu Teng, Yong Song, Xiaozhou Ye, Ye Ouyang

Proceedings of the 2024 16th International Conference on Machine Learning and Computing, 2024

Data-Driven MoE: A Data-Driven Approach to Construct MoE by a Single LLM.

Zeyu Teng, Zhiwei Yan, Yong Song, Xiaozhou Ye, Ye Ouyang

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Multi-Teacher Distillation for Incremental Object Detection.

Le Jiang, Hongqiang Cheng, Xiaozhou Ye, Ye Ouyang

Proceedings of the IEEE International Conference on Acoustics, 2024

A Weakly Supervised Part Detection Method for Robust Fine-Grained Classification.

Yang Liu, Le Jiang, Guoming Li, Xiaozhou Ye, Ye Ouyang

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget.

Rui Kong, Yuanchun Li, Qingtian Feng, Weijun Wang, Xiaozhou Ye, Ye Ouyang, Linghe Kong, Yunxin Liu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Towards efficient communications in federated learning: A contemporary survey.

Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding

J. Frankl. Inst., 2023

AIGC Empowering Telecom Sector White Paper_chinese.

Ye Ouyang, Yaqin Zhang, Xiaozhou Ye, Yunxin Liu, Yong Song, Yang Liu, Sen Bian, Zhiyong Liu

CoRR, 2023

6G Network Business Support System.

Ye Ouyang, Yaqin Zhang, Peng Wang, Yunxin Liu, Wen Qiao, Jun Zhu, Yang Liu, Feng Zhang, Shuling Wang, Xidong Wang

CoRR, 2023

6G Network Operation Support System.

Ye Ouyang, Yaqin Zhang, Xiaozhou Ye, Yunxin Liu, Xidong Wang, Jie Sun, Yang Liu, Shoufeng Wang, Sen Bian, Yun Li

CoRR, 2023

AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments.

Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Yunxin Liu

CoRR, 2023

Evaluation of Distributed Collaborative Learning Approach for 5G Network Data Analytics Function.

Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Limeng Ma, Zhanwu Li, Sen Bian, Zhidong Ren

Proceedings of the 22nd IEEE International Conference on Trust, 2023

Constellation Autonomy Modeling for Agile on-Orbit Communication and Computing.

Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Jianchao Guo, Yun Li, Sen Bian, Xidong Wang, Zhidong Ren

Proceedings of the 22nd IEEE International Conference on Trust, 2023

Elastic Digital Twin Network Modeling toward Restraining Resource Occupation.

Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Jianchao Guo, Yun Li, Sen Bian, Xidong Wang, You Lu

Proceedings of the 22nd IEEE International Conference on Trust, 2023

AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments.

Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Yaqin Zhang, Yunxin Liu

Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

A Proposal-Improved Few-Shot Embedding Model with Contrastive Learning.

Fucai Gong, Yuchen Xie, Le Jiang, Keming Chen, Yunxin Liu, Xiaozhou Ye, Ye Ouyang

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

The First Decade of Computing and Network Convergence.

Ye Ouyang, Xiaozhou Ye, Jie Sun, Yunxin Liu, Yaqin Zhang

Proceedings of the IEEE International Conference on Communications, 2023

An Efficient Multi-Agent Optimization Approach for Coordinated Massive MIMO Beamforming.

Li Jiang, Xiangsen Wang, Aidong Yang, Xidong Wang, Xiaojia Jin, Wei Wang, Xiaozhou Ye, Ye Ouyang, Xianyuan Zhan

Proceedings of the IEEE International Conference on Communications, 2023

Applying Multiple-Correlations of Network to Cell Traffic Forecasting.

Wenwen Li, Mingjie Liao, Xidong Wang, Yun Li, Xiaozhou Ye, Ye Ouyang

Proceedings of the IEEE Global Communications Conference, 2023

Digital Twin Network Application Requirement on Green Coordination of Computing and Networking.

Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Jianchao Guo, Yun Li, Lianhua Zhang, Shuling Wang, Jie Sun

Proceedings of the IEEE 3rd International Conference on Digital Twins and Parallel Intelligence, 2023

Elastic Digital Twin Network Modeling fulfilling Twining Dynamic in Network Life Cycle.

Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Jianchao Guo, Yun Li, Sen Bian, Xidong Wang, Zhanwu Li

Proceedings of the IEEE 3rd International Conference on Digital Twins and Parallel Intelligence, 2023

2022

Vertical Federated Learning.

Yang Liu, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang

CoRR, 2022

Reinforcement Learning in Computing and Network Convergence Orchestration.

Aidong Yang, Mohan Wu, Boquan Cheng, Xiaozhou Ye, Ye Ouyang

CoRR, 2022

4G 5G Cell-level Multi-indicator Forecasting based on Dense-MLP.

Jiacheng Yin, Wenwen Li, Xidong Wang, Xiaozhou Ye, Ye Ouyang

CoRR, 2022

Self-distilled Named Entity Recognition Based on Boundary Detection and Biaffine Attention.

Yong Song, Zhiwei Yan, Yukun Qin, Xiaozhou Ye, Ye Ouyang

Proceedings of the IEEE Smartworld, 2022

Brisk-Yolo: A Lightweight Object Detection Algorithm for Edge Devices.

Yang Liu, Le Jiang, Guoming Li, Yunxin Liu, Xiaozhou Ye, Ye Ouyang, Aidong Yang

Proceedings of the IEEE Smartworld, 2022

A Chinese Business License Text Detection Algorithm Based On Multi-Scale Features.

Xingxing Sun, Mohan Wu, Boquan Cheng, Aidong Yang, Xiaozhou Ye, Ye Ouyang

Proceedings of the IEEE International Conference on Artificial Intelligence in Engineering and Technology, 2022

Leverage Digital Twins Technology for Network Lifecycle Management.

Da Wang, Jianchao Guo, Ye Ouyang, Shoufeng Wang, Aidong Yang, Zhidong Ren, Ying Ding, Guo Chen, Cheng Zhou, Danyang Chen

Proceedings of the IEEE 2nd International Conference on Digital Twins and Parallel Intelligence, 2022

2021

The Next Decade of Telecommunications Artificial Intelligence.

Ye Ouyang, Lilei Wang, Aidong Yang, Le Su, David Belanger, Tongqing Gao, Leping Wei, Yaqin Zhang

CoRR, 2021

Federated Learning Application on Telecommunication-Joint Healthcare Recommendation.

Yong Song, Yuchen Xie, Hongwei Zhang, Yuxin Liang, Xiaozhou Ye, Aidong Yang, Ye Ouyang

Proceedings of the 21st International Conference on Communication Technology, 2021

RepRetinaFace: Re-Parameterization RetinaFace for Edge Embedded Platform.

Zhenjun He, Le Jiang, Jian Chen, Xiaozhou Ye, Ye Ouyang

Proceedings of the 21st International Conference on Communication Technology, 2021

A Methodology of Trusted Data Sharing across Telecom and Finance Sector under China's Data Security Policy.

Yuxin Liang, Zhiyong Liu, Yong Song, Aidong Yang, Xiaozhou Ye, Ye Ouyang

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

TTERCL: An onSite Real-time Alarm Root-Cause Location Algorithm.

Jianbing Ding, Xidong Wang, Xiaozhou Ye, Ye Ouyang, Yuanyuan Chai

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Application Behaviors Driven Self-Organizing Network (SON) for 4G LTE Networks.

Ye Ouyang, Zhongyuan Li, Le Su, Wenyuan Lu, Zhenyi Lin

IEEE Trans. Netw. Sci. Eng., 2020

Detection of Safety Helmet Wearing Based on Improved Faster R-CNN.

Songbo Chen, Wenhu Tang, Tianyao Ji, Huiling Zhu, Ye Ouyang, Wenbo Wang

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

P2P: From Packets to Pepole, Leverage Wireless Artifical Intelligence for Bridging Network Performance Healthiness to Quality of Experience (QoE) in 4G Networks.

Ye Ouyang, Le Su, Wenyuan Lu, Zhengyi Lin, Maulik Shah, Zhongyuan Li

Proceedings of the 2019 Wireless Telecommunications Symposium, 2019

A Machine Learning Assisted Method of Coverage and Capacity Optimization (CCO) in 4G LTE Self Organizing Networks (SON).

Zhengyi Lin, Ye Ouyang, Le Su, Wenyuan Lu, Zhongyuan Li

Proceedings of the 2019 Wireless Telecommunications Symposium, 2019

MNP Inside Out: A Game Theory Assisted Machine Learning Model to Detect Subscriber Churn Behaviors under China's Mobile Number Portability Policy.

Ye Ouyang, Aidong Yang, Shuming Zeng, Fanyu Meng

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Detecting traffic anomaly in wireless networks, an analytics methodology.

Zhongyuan Li, Ye Ouyang, Le Su, Wei Jiang, Yirui Hu, Zhenyi Lin

Proceedings of the 2018 Wireless Telecommunications Symposium, 2018

Mining Over Air: Wireless Communication Networks Analytics

Ye Ouyang, Mantian Mandy Hu, Alexis Huet, Zhongyuan Li

Springer, ISBN: 978-3-319-92311-6, 2018

2017

APP-SON: Application characteristics-driven SON to optimize 4G/5G network performance and quality of experience.

Ye Ouyang, Zhongyuan Li, Le Su, Wenyuan Lu, Zhenyi Lin

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Latent Clustering Models for Outlier Identification in Telecom Data.

Ye Ouyang, Alexis Huet, J. P. Shim, Mantian Mandy Hu

Mob. Inf. Syst., 2016

Identifying Dissatisfied 4G Customers from Network Indicators: A Comparison between Complaint and Survey Data.

Alexis Huet, Ye Ouyang, Mantian Mandy Hu, Xinling Dai

Int. J. Interdiscip. Telecommun. Netw., 2016

Mining of leaders in mobile telecom social networks.

Ye Ouyang, Mantian Mandy Hu, Alexis Huet, Xingshuai Sun

Proceedings of the 2016 Wireless Telecommunications Symposium, 2016

Predicting 4G adoption with apache spark: A field experiment.

Ye Ouyang, Lulu Shi, Alexis Huet, Mantian Mandy Hu, Xinling Dai

Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

2015

CrowdMi: Scalable and Diagnosable Mobile Voice Quality Assessment Through Wireless Analytics.

Ye Ouyang, Tan Yan, Guiling Wang

IEEE Internet Things J., 2015

Profiling Wireless Resource Usage for Mobile Apps via Crowdsourcing-Based Network Analytics.

Ye Ouyang, Tan Yan

IEEE Internet Things J., 2015

2014

Data Mining in Time Series: Current Study and Future Trend.

Tan Yan, Liudmila Ulanova, Ye Ouyang, Fengyuan Xu

J. Comput. Sci., 2014

A novel methodology of data analytics and modeling to evaluate LTE network performance.

Ye Ouyang, M. Hosein Fallah, Sanqing Hu, Yong Ren Yong, Yirui Hu, Zhichang Lai, Mingxin Guan, Wenyuan Lu

Proceedings of the 2014 Wireless Telecommunications Symposium, 2014

A study of LTE network performance based on data analytics and statistical modeling.

Sanqing Hu, Ye Ouyang, Yu-Dong Yao, M. Hosein Fallah, Wenyuan Lu

Proceedings of the 23rd Wireless and Optical Communication Conference, 2014

2011

A prediction model of merger & acquisitions in the US telecommunications industry - A case study of a recent M&A in wireless communications sector.

Ye Ouyang, M. Hosein Fallah

Proceedings of the 2011 Wireless Telecommunications Symposium, 2011

2010

Optimizing the Traffic of Voice Core Domain in UMTS Network through RNC Re-homing.

Ye Ouyang, M. Hosein Fallah

Int. J. Interdiscip. Telecommun. Netw., 2010

An Analysis of Traffic and Throughput for UMTS Packet Core Networks.

Ye Ouyang, M. Hosein Fallah

Int. J. Interdiscip. Telecommun. Netw., 2010

A Dimensioning Study for UMTS Core Networks.

Ye Ouyang, M. Hosein Fallah

Int. J. Bus. Data Commun. Netw., 2010

The impact of cell site re-homing on the performance of umts core networks

Ye Ouyang, M. Hosein Fallah

CoRR, 2010

A performance analysis for UMTS packet switched network based on multivariate KPIs.

Ye Ouyang, M. Hosein Fallah

Proceedings of the 2010 Wireless Telecommunications Symposium, 2010

A study on evolving the architecture of circuit switched domain in UMTS core networks.

Ye Ouyang, M. Hosein Fallah

Proceedings of the 2010 Wireless Telecommunications Symposium, 2010

2009

A study of throughput for Nb, Mc and Nc interface in UMTS core network.

Ye Ouyang, M. Hosein Fallah

Proceedings of the 28th International Performance Computing and Communications Conference, 2009

A study of throughput for Iu-CS and Iu-PS interface in UMTS core network.

Ye Ouyang, M. Hosein Fallah

Proceedings of the 28th International Performance Computing and Communications Conference, 2009