A study of throughput for Iu-CS and Iu-PS interface in UMTS core network. - Ye Ouyang; M. Hosein Fallah (IPCCC, 2009)

A study of throughput for Nb, Mc and Nc interface in UMTS core network. - Ye Ouyang; M. Hosein Fallah (IPCCC, 2009)

A study on evolving the architecture of circuit switched domain in UMTS core networks. - Ye Ouyang; M. Hosein Fallah (WTS, 2010)

A performance analysis for UMTS packet switched network based on multivariate KPIs. - Ye Ouyang; M. Hosein Fallah (WTS, 2010)

The impact of cell site re-homing on the performance of umts core networks - Ye Ouyang; M. Hosein Fallah (CoRR, 2010)

A Dimensioning Study for UMTS Core Networks. - Ye Ouyang; M. Hosein Fallah (Int. J. Bus. Data Commun. Netw., 2010)

An Analysis of Traffic and Throughput for UMTS Packet Core Networks. - Ye Ouyang; M. Hosein Fallah (Int. J. Interdiscip. Telecommun. Netw., 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)

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 (WTS, 2011)

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 (WOCC, 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 (WTS, 2014)

Data Mining in Time Series: Current Study and Future Trend. - Tan Yan; Liudmila Ulanova; Ye Ouyang; Fengyuan Xu (J. Comput. Sci., 2014)

Profiling Wireless Resource Usage for Mobile Apps via Crowdsourcing-Based Network Analytics. - Ye Ouyang; Tan Yan (IEEE Internet Things J., 2015)

CrowdMi: Scalable and Diagnosable Mobile Voice Quality Assessment Through Wireless Analytics. - Ye Ouyang; Tan Yan; Guiling Wang 001 (IEEE Internet Things J., 2015)

Predicting 4G adoption with apache spark: A field experiment. - Ye Ouyang; Lulu Shi; Alexis Huet; Mantian Mandy Hu; Xinling Dai (ISCIT, 2016)

Mining of leaders in mobile telecom social networks. - Ye Ouyang; Mantian Mandy Hu; Alexis Huet; Xingshuai Sun (WTS, 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)

Latent Clustering Models for Outlier Identification in Telecom Data. - Ye Ouyang; Alexis Huet; J. P. Shim 001; Mantian Mandy Hu (Mob. Inf. Syst., 2016)

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 (IEEE BigData, 2017)

Mining Over Air: Wireless Communication Networks Analytics - Ye Ouyang; Mantian Mandy Hu; Alexis Huet; Zhongyuan Li (Springer, 2018)

Detecting traffic anomaly in wireless networks, an analytics methodology. - Zhongyuan Li; Ye Ouyang; Le Su; Wei Jiang; Yirui Hu; Zhenyi Lin (WTS, 2018)

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 (IEEE BigData, 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 (WTS, 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 (WTS, 2019)

Detection of Safety Helmet Wearing Based on Improved Faster R-CNN. - Songbo Chen; Wenhu Tang; Tianyao Ji; Huiling Zhu; Ye Ouyang; Wenbo Wang (IJCNN, 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)

TTERCL: An onSite Real-time Alarm Root-Cause Location Algorithm. - Jianbing Ding; Xidong Wang; Xiaozhou Ye; Ye Ouyang; Yuanyuan Chai (IEEE BigData, 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 (IEEE BigData, 2021)

RepRetinaFace: Re-Parameterization RetinaFace for Edge Embedded Platform. - Zhenjun He; Le Jiang; Jian Chen; Xiaozhou Ye; Ye Ouyang (ICCT, 2021)

Federated Learning Application on Telecommunication-Joint Healthcare Recommendation. - Yong Song; Yuchen Xie; Hongwei Zhang; Yuxin Liang; Xiaozhou Ye; Aidong Yang; Ye Ouyang (ICCT, 2021)

The Next Decade of Telecommunications Artificial Intelligence. - Ye Ouyang; Lilei Wang; Aidong Yang; Le Su; David Belanger 001; Tongqing Gao; Leping Wei; Yaqin Zhang (CoRR, 2021)

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 (DTPI, 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 (IICAIET, 2022)

Brisk-Yolo: A Lightweight Object Detection Algorithm for Edge Devices. - Yang Liu 165; Le Jiang; Guoming Li; Yunxin Liu 001; Xiaozhou Ye; Ye Ouyang; Aidong Yang (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Self-distilled Named Entity Recognition Based on Boundary Detection and Biaffine Attention. - Yong Song; Zhiwei Yan; Yukun Qin; Xiaozhou Ye; Ye Ouyang (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

4G 5G Cell-level Multi-indicator Forecasting based on Dense-MLP. - Jiacheng Yin; Wenwen Li; Xidong Wang; Xiaozhou Ye; Ye Ouyang (CoRR, 2022)

Reinforcement Learning in Computing and Network Convergence Orchestration. - Aidong Yang; Mohan Wu; Boquan Cheng; Xiaozhou Ye; Ye Ouyang (CoRR, 2022)

Vertical Federated Learning. - Yang Liu 165; Yan Kang 001; Tianyuan Zou; Yanhong Pu; Yuanqin He; Xiaozhou Ye; Ye Ouyang; Ya-Qin Zhang; Qiang Yang 001 (CoRR, 2022)

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 (DTPI, 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 (DTPI, 2023)

Applying Multiple-Correlations of Network to Cell Traffic Forecasting. - Wenwen Li; Mingjie Liao; Xidong Wang; Yun Li; Xiaozhou Ye; Ye Ouyang (GLOBECOM, 2023)

An Efficient Multi-Agent Optimization Approach for Coordinated Massive MIMO Beamforming. - Li Jiang 008; Xiangsen Wang; Aidong Yang; Xidong Wang; Xiaojia Jin; Wei Wang; Xiaozhou Ye; Ye Ouyang; Xianyuan Zhan (ICC, 2023)

The First Decade of Computing and Network Convergence. - Ye Ouyang; Xiaozhou Ye; Jie Sun; Yunxin Liu 001; Yaqin Zhang (ICC, 2023)

A Proposal-Improved Few-Shot Embedding Model with Contrastive Learning. - Fucai Gong; Yuchen Xie; Le Jiang; Keming Chen; Yunxin Liu 001; Xiaozhou Ye; Ye Ouyang (MMM (2), 2023)

AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments. - Hao Wen 004; Yuanchun Li; Zunshuai Zhang; Shiqi Jiang; Xiaozhou Ye; Ye Ouyang; Yaqin Zhang; Yunxin Liu 001 (MobiCom, 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 (TrustCom, 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 (TrustCom, 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 (TrustCom, 2023)

AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments. - Hao Wen 004; Yuanchun Li; Zunshuai Zhang; Shiqi Jiang; Xiaozhou Ye; Ye Ouyang; Ya-Qin Zhang; Yunxin Liu 001 (CoRR, 2023)

6G Network Operation Support System. - Ye Ouyang; Yaqin Zhang; Xiaozhou Ye; Yunxin Liu 001; Xidong Wang; Jie Sun; Yang Liu 165; Shoufeng Wang; Sen Bian; Yun Li (CoRR, 2023)

6G Network Business Support System. - Ye Ouyang; Yaqin Zhang; Peng Wang; Yunxin Liu 001; Wen Qiao; Jun Zhu; Yang Liu 165; Feng Zhang; Shuling Wang; Xidong Wang (CoRR, 2023)

AIGC Empowering Telecom Sector White Paper_chinese. - Ye Ouyang; Yaqin Zhang; Xiaozhou Ye; Yunxin Liu 001; Yong Song; Yang Liu 165; Sen Bian; Zhiyong Liu (CoRR, 2023)

Towards efficient communications in federated learning: A contemporary survey. - Zihao Zhao 001; Yuzhu Mao; Yang Liu 165; Linqi Song; Ye Ouyang; Xinlei Chen; Wenbo Ding 001 (J. Frankl. Inst., 2023)

SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget. - Rui Kong; Yuanchun Li; Qingtian Feng; Weijun Wang 001; Xiaozhou Ye; Ye Ouyang; Linghe Kong; Yunxin Liu 001 (ACL (1), 2024)

Defending Against Inference and Backdoor Attacks in Vertical Federated Learning via Mutual Information Regularization. - Tianyuan Zou; Yang Liu 165; Xiaozhou Ye; Ye Ouyang; Ya-Qin Zhang (IEEE Big Data, 2024)

Trinity Equilibrium Algorithm for Computing Network Digital Twin. - Shoufeng Wang; Hua-Min Chen; Jianchao Guo; Ye Ouyang; Fan Li; Xuan Chen; Shuling Wang; Sen Bian; Limeng Ma; Zhanwu Li (DTPI, 2024)

SC-Telco RAG: Enhancing RAG through Structured Contexts in Telecommunications. - Junjie Du; Jianbing Ding; Jingyi Li; Xidong Wang; Xiaozhou Ye; Ye Ouyang (GLOBECOM (Workshops), 2024)

A Weakly Supervised Part Detection Method for Robust Fine-Grained Classification. - Yang Liu 165; Le Jiang; Guoming Li; Xiaozhou Ye; Ye Ouyang (ICANN (2), 2024)

Multi-Teacher Distillation for Incremental Object Detection. - Le Jiang; Hongqiang Cheng; Xiaozhou Ye; Ye Ouyang (ICASSP, 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 (ICIC (LNAI 4), 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 (ICMLC, 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 (ICMLC, 2024)

Telecom Intelligent Connection and Capability Orchestration for Disaster Response and Recovery. - Shoufeng Wang; Ye Ouyang; Fan Li; Xuan Chen; Lexi Xu; Jianchao Guo; Zhongke Zhang; Lianhua Zhang; Sen Bian; Xidong Wang; Zhidong Ren; Rongxing He (ICT-DM, 2024)

Vertical Federated Learning: Concepts, Advances, and Challenges. - Yang Liu 165; Yan Kang 001; Tianyuan Zou; Yanhong Pu; Yuanqin He; Xiaozhou Ye; Ye Ouyang; Ya-Qin Zhang; Qiang Yang 001 (IEEE Trans. Knowl. Data Eng., 2024)

Confusion-Aware Prototypical Contrastive Learning for Open-Vocabulary Object Detection. - Hongqiang Cheng; Le Jiang; Guoming Li; Xiaozhou Ye; Ye Ouyang (ICASSP, 2025)

A Nested Zeroth-Order Fine-Tuning Approach for Cloud-Edge LLM Agents. - Ya Liu 005; Kai Yang 001; Yu Zhu; Keying Yang; Chengtao Jian; Wuguang Ni; Xiaozhou Ye; Ye Ouyang (PAKDD (5), 2025)

A goal-oriented document-grounded dialogue based on evidence generation. - Yong Song; Hongjie Fan; Junfei Liu; Yunxin Liu 001; Xiaozhou Ye; Ye Ouyang (Data Knowl. Eng., 2025)

Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion. - Tianyuan Zou; Yang Liu 165; Peng Li; Yufei Xiong; Jianqing Zhang; Jingjing Liu; Xiaozhou Ye; Ye Ouyang; Ya-Qin Zhang (CoRR, 2025)

6G autonomous radio access network empowered by artificial intelligence and network digital twin. - Guangyi Liu 001; Juan Deng; Yanhong Zhu; Na Li; Boxiao Han; Shoufeng Wang; Hua Rui; Jingyu Wang 001; Jianhua Zhang 001; Ying Cui; Yingping Cui; Yang Yang 001; et al. (Frontiers Inf. Technol. Electron. Eng., 2025)

Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks. - Yang Liu 165; Bingjie Yan; Tianyuan Zou; Jianqing Zhang; Zixuan Gu; Jianbing Ding; Xidong Wang; Jingyi Li; Xiaozhou Ye; Ye Ouyang; Qiang Yang 001; Ya-Qin Zhang (CoRR, 2025)

LLM-Explorer: Towards Efficient and Affordable LLM-based Exploration for Mobile Apps. - Shanhui Zhao; Hao Wen 004; Wenjie Du 004; Cheng Liang; Yunxin Liu 001; Xiaozhou Ye; Ye Ouyang; Yuanchun Li (CoRR, 2025)

UrbanMind: Towards Urban General Intelligence via Tool-Enhanced Retrieval-Augmented Generation and Multilevel Optimization. - Kai Yang 001; Zelin Zhu; Chengtao Jian; Hui Ma; Shengjie Zhao 001; Xiaozhou Ye; Ye Ouyang (CoRR, 2025)

Stable Preference Optimization for LLMs: A Bilevel Approach Beyond Direct Preference Optimization. - Chengtao Jian; Kai Yang 001; Ye Ouyang; Xiaozhou Ye (CoRR, 2025)