Ye Ouyang - RankMe

79 papers A* 3B 6C 2Misc 4Journal 31Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	6G autonomous radio access network empowered by artificial intelligence and network digital twin. Frontiers Inf. Technol. Electron. Eng. Guangyi Liu, Juan Deng, Yanhong Zhu, Na Li, Boxiao Han, Shoufeng Wang, Hua Rui, Jingyu Wang, Jianhua Zhang, Ying Cui, Yingping Cui, Yang Yang, Yan Zhang, Jiangzhou Wang, Ye Ouyang, Xiaozhou Ye, Tao Chen, Rongpeng Li, Yongdong Zhu, Yuanyuan Zhang, Li Yang, Sen Bian, Wanfei Sun, Qingbi Zheng, Zhou Tong, Huimin Zhang, Zecai Shao, Jiajun Wu, Mancong Kang
2025	—	`conf`	A Nested Zeroth-Order Fine-Tuning Approach for Cloud-Edge LLM Agents. PAKDD (5) Ya Liu, Kai Yang, Yu Zhu, Keying Yang, Chengtao Jian, Wuguang Ni, Xiaozhou Ye, Ye Ouyang
2025	J	`jnl`	A goal-oriented document-grounded dialogue based on evidence generation. Data Knowl. Eng. Yong Song, Hongjie Fan, Junfei Liu, Yunxin Liu, Xiaozhou Ye, Ye Ouyang
2025	Misc	`conf`	Confusion-Aware Prototypical Contrastive Learning for Open-Vocabulary Object Detection. ICASSP Hongqiang Cheng, Le Jiang, Guoming Li, Xiaozhou Ye, Ye Ouyang
2025	A*	`conf`	Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion. ICML Tianyuan Zou, Yang Liu, Peng Li, Yufei Xiong, Jianqing Zhang, Jingjing Liu, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang
2025	J	`jnl`	Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion. CoRR Tianyuan Zou, Yang Liu, Peng Li, Yufei Xiong, Jianqing Zhang, Jingjing Liu, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang
2025	J	`jnl`	FedMMKT:Co-Enhancing a Server Text-to-Image Model and Client Task Models in Multi-Modal Federated Learning. CoRR Ningxin He, Yang Liu, Wei Sun, Xiaozhou Ye, Ye Ouyang, Tiegang Gao, Zehui Zhang
2025	A*	`conf`	LLM-Explorer: Towards Efficient and Affordable LLM-based Exploration for Mobile Apps. MobiCom Shanhui Zhao, Hao Wen, Wenjie Du, Cheng Liang, Yunxin Liu, Xiaozhou Ye, Ye Ouyang, Yuanchun Li
2025	J	`jnl`	LLM-Explorer: Towards Efficient and Affordable LLM-based Exploration for Mobile Apps. CoRR Shanhui Zhao, Hao Wen, Wenjie Du, Cheng Liang, Yunxin Liu, Xiaozhou Ye, Ye Ouyang, Yuanchun Li
2025	J	`jnl`	Leveraging AI Agents for Autonomous Networks: A Reference Architecture and Empirical Studies. CoRR Binghan Wu, Shoufeng Wang, Yunxin Liu, Ya-Qin Zhang, Joseph Sifakis, Ye Ouyang
2025	J	`jnl`	Stable Preference Optimization for LLMs: A Bilevel Approach Beyond Direct Preference Optimization. CoRR Chengtao Jian, Kai Yang, Ye Ouyang, Xiaozhou Ye
2025	J	`jnl`	Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks. CoRR Yang Liu, Bingjie Yan, Tianyuan Zou, Jianqing Zhang, Zixuan Gu, Jianbing Ding, Xidong Wang, Jingyi Li, Xiaozhou Ye, Ye Ouyang, Qiang Yang, Ya-Qin Zhang
2025	J	`jnl`	UrbanMind: Towards Urban General Intelligence via Tool-Enhanced Retrieval-Augmented Generation and Multilevel Optimization. CoRR Kai Yang, Zelin Zhu, Chengtao Jian, Hui Ma, Shengjie Zhao, Xiaozhou Ye, Ye Ouyang
2024	—	`conf`	A Weakly Supervised Part Detection Method for Robust Fine-Grained Classification. ICANN (2) Yang Liu, Le Jiang, Guoming Li, Xiaozhou Ye, Ye Ouyang
2024	—	`conf`	Data-Driven MoE: A Data-Driven Approach to Construct MoE by a Single LLM. ICIC (LNAI 4) Zeyu Teng, Zhiwei Yan, Yong Song, Xiaozhou Ye, Ye Ouyang
2024	B	`conf`	Defending Against Inference and Backdoor Attacks in Vertical Federated Learning via Mutual Information Regularization. IEEE Big Data Tianyuan Zou, Yang Liu, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang
2024	Misc	`conf`	Fine-Tuning LLMs for Multi-Turn Dialogues: Optimizing Cross-Entropy Loss with KL Divergence for All Rounds of Responses. ICMLC Zeyu Teng, Yong Song, Xiaozhou Ye, Ye Ouyang
2024	Misc	`conf`	Multi-Teacher Distillation for Incremental Object Detection. ICASSP Le Jiang, Hongqiang Cheng, Xiaozhou Ye, Ye Ouyang
2024	Misc	`conf`	Multi-task Learning Model for Location Estimation Using RSSI of Wireless LAN in NLoS Environment. ICMLC Zehui Wei, Jianbing Ding, Zening Wang, Xidong Wang, Xiaozhou Ye, Ye Ouyang
2024	—	`conf`	SC-Telco RAG: Enhancing RAG through Structured Contexts in Telecommunications. GLOBECOM (Workshops) Junjie Du, Jianbing Ding, Jingyi Li, Xidong Wang, Xiaozhou Ye, Ye Ouyang
2024	—	`conf`	SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget. ACL (1) Rui Kong, Yuanchun Li, Qingtian Feng, Weijun Wang, Xiaozhou Ye, Ye Ouyang, Linghe Kong, Yunxin Liu
2024	—	`conf`	Telecom Intelligent Connection and Capability Orchestration for Disaster Response and Recovery. ICT-DM Shoufeng Wang, Ye Ouyang, Fan Li, Xuan Chen, Lexi Xu, Jianchao Guo, Zhongke Zhang, Lianhua Zhang, Sen Bian, Xidong Wang, Zhidong Ren, Rongxing He
2024	—	`conf`	Trinity Equilibrium Algorithm for Computing Network Digital Twin. DTPI Shoufeng Wang, Hua-Min Chen, Jianchao Guo, Ye Ouyang, Fan Li, Xuan Chen, Shuling Wang, Sen Bian, Limeng Ma, Zhanwu Li
2024	J	`jnl`	Vertical Federated Learning: Concepts, Advances, and Challenges. IEEE Trans. Knowl. Data Eng. Yang Liu, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang
2023	J	`jnl`	6G Network Business Support System. CoRR Ye Ouyang, Yaqin Zhang, Peng Wang, Yunxin Liu, Wen Qiao, Jun Zhu, Yang Liu, Feng Zhang, Shuling Wang, Xidong Wang
2023	J	`jnl`	6G Network Operation Support System. CoRR Ye Ouyang, Yaqin Zhang, Xiaozhou Ye, Yunxin Liu, Xidong Wang, Jie Sun, Yang Liu, Shoufeng Wang, Sen Bian, Yun Li
2023	—	`conf`	A Proposal-Improved Few-Shot Embedding Model with Contrastive Learning. MMM (2) Fucai Gong, Yuchen Xie, Le Jiang, Keming Chen, Yunxin Liu, Xiaozhou Ye, Ye Ouyang
2023	J	`jnl`	AIGC Empowering Telecom Sector White Paper_chinese. CoRR Ye Ouyang, Yaqin Zhang, Xiaozhou Ye, Yunxin Liu, Yong Song, Yang Liu, Sen Bian, Zhiyong Liu
2023	A*	`conf`	AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments. MobiCom Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Yaqin Zhang, Yunxin Liu
2023	J	`jnl`	AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments. CoRR Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Yunxin Liu
2023	—	`conf`	An Efficient Multi-Agent Optimization Approach for Coordinated Massive MIMO Beamforming. ICC Li Jiang, Xiangsen Wang, Aidong Yang, Xidong Wang, Xiaojia Jin, Wei Wang, Xiaozhou Ye, Ye Ouyang, Xianyuan Zhan
2023	B	`conf`	Applying Multiple-Correlations of Network to Cell Traffic Forecasting. GLOBECOM Wenwen Li, Mingjie Liao, Xidong Wang, Yun Li, Xiaozhou Ye, Ye Ouyang
2023	B	`conf`	Constellation Autonomy Modeling for Agile on-Orbit Communication and Computing. TrustCom Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Jianchao Guo, Yun Li, Sen Bian, Xidong Wang, Zhidong Ren
2023	—	`conf`	Digital Twin Network Application Requirement on Green Coordination of Computing and Networking. DTPI Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Jianchao Guo, Yun Li, Lianhua Zhang, Shuling Wang, Jie Sun
2023	—	`conf`	Elastic Digital Twin Network Modeling fulfilling Twining Dynamic in Network Life Cycle. DTPI Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Jianchao Guo, Yun Li, Sen Bian, Xidong Wang, Zhanwu Li
2023	B	`conf`	Elastic Digital Twin Network Modeling toward Restraining Resource Occupation. TrustCom Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Jianchao Guo, Yun Li, Sen Bian, Xidong Wang, You Lu
2023	B	`conf`	Evaluation of Distributed Collaborative Learning Approach for 5G Network Data Analytics Function. TrustCom Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Limeng Ma, Zhanwu Li, Sen Bian, Zhidong Ren
2023	—	`conf`	The First Decade of Computing and Network Convergence. ICC Ye Ouyang, Xiaozhou Ye, Jie Sun, Yunxin Liu, Yaqin Zhang
2023	J	`jnl`	Towards efficient communications in federated learning: A contemporary survey. J. Frankl. Inst. Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding
2022	J	`jnl`	4G 5G Cell-level Multi-indicator Forecasting based on Dense-MLP. CoRR Jiacheng Yin, Wenwen Li, Xidong Wang, Xiaozhou Ye, Ye Ouyang
2022	—	`conf`	A Chinese Business License Text Detection Algorithm Based On Multi-Scale Features. IICAIET Xingxing Sun, Mohan Wu, Boquan Cheng, Aidong Yang, Xiaozhou Ye, Ye Ouyang
2022	—	`conf`	Brisk-Yolo: A Lightweight Object Detection Algorithm for Edge Devices. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta Yang Liu, Le Jiang, Guoming Li, Yunxin Liu, Xiaozhou Ye, Ye Ouyang, Aidong Yang
2022	—	`conf`	Leverage Digital Twins Technology for Network Lifecycle Management. DTPI Da Wang, Jianchao Guo, Ye Ouyang, Shoufeng Wang, Aidong Yang, Zhidong Ren, Ying Ding, Guo Chen, Cheng Zhou, Danyang Chen
2022	J	`jnl`	Reinforcement Learning in Computing and Network Convergence Orchestration. CoRR Aidong Yang, Mohan Wu, Boquan Cheng, Xiaozhou Ye, Ye Ouyang
2022	—	`conf`	Self-distilled Named Entity Recognition Based on Boundary Detection and Biaffine Attention. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta Yong Song, Zhiwei Yan, Yukun Qin, Xiaozhou Ye, Ye Ouyang
2022	J	`jnl`	Towards Efficient Communications in Federated Learning: A Contemporary Survey. CoRR Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding
2022	J	`jnl`	Vertical Federated Learning. CoRR Yang Liu, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang
2021	—	`conf`	A Methodology of Trusted Data Sharing across Telecom and Finance Sector under China's Data Security Policy. IEEE BigData Yuxin Liang, Zhiyong Liu, Yong Song, Aidong Yang, Xiaozhou Ye, Ye Ouyang
2021	—	`conf`	Federated Learning Application on Telecommunication-Joint Healthcare Recommendation. ICCT Yong Song, Yuchen Xie, Hongwei Zhang, Yuxin Liang, Xiaozhou Ye, Aidong Yang, Ye Ouyang
2021	—	`conf`	RepRetinaFace: Re-Parameterization RetinaFace for Edge Embedded Platform. ICCT Zhenjun He, Le Jiang, Jian Chen, Xiaozhou Ye, Ye Ouyang
2021	—	`conf`	TTERCL: An onSite Real-time Alarm Root-Cause Location Algorithm. IEEE BigData Jianbing Ding, Xidong Wang, Xiaozhou Ye, Ye Ouyang, Yuanyuan Chai
2021	J	`jnl`	The Next Decade of Telecommunications Artificial Intelligence. CoRR Ye Ouyang, Lilei Wang, Aidong Yang, Le Su, David Belanger, Tongqing Gao, Leping Wei, Yaqin Zhang
2020	J	`jnl`	Application Behaviors Driven Self-Organizing Network (SON) for 4G LTE Networks. IEEE Trans. Netw. Sci. Eng. Ye Ouyang, Zhongyuan Li, Le Su, Wenyuan Lu, Zhenyi Lin
2020	B	`conf`	Detection of Safety Helmet Wearing Based on Improved Faster R-CNN. IJCNN Songbo Chen, Wenhu Tang, Tianyao Ji, Huiling Zhu, Ye Ouyang, Wenbo Wang
2019	—	`conf`	A Machine Learning Assisted Method of Coverage and Capacity Optimization (CCO) in 4G LTE Self Organizing Networks (SON). WTS Zhengyi Lin, Ye Ouyang, Le Su, Wenyuan Lu, Zhongyuan Li
2019	—	`conf`	MNP Inside Out: A Game Theory Assisted Machine Learning Model to Detect Subscriber Churn Behaviors under China's Mobile Number Portability Policy. IEEE BigData Ye Ouyang, Aidong Yang, Shuming Zeng, Fanyu Meng
2019	—	`conf`	P2P: From Packets to Pepole, Leverage Wireless Artifical Intelligence for Bridging Network Performance Healthiness to Quality of Experience (QoE) in 4G Networks. WTS Ye Ouyang, Le Su, Wenyuan Lu, Zhengyi Lin, Maulik Shah, Zhongyuan Li
2018	—	`conf`	Detecting traffic anomaly in wireless networks, an analytics methodology. WTS Zhongyuan Li, Ye Ouyang, Le Su, Wei Jiang, Yirui Hu, Zhenyi Lin
2018	—	`book`	Mining Over Air: Wireless Communication Networks Analytics Ye Ouyang, Mantian Mandy Hu, Alexis Huet, Zhongyuan Li
2017	—	`conf`	APP-SON: Application characteristics-driven SON to optimize 4G/5G network performance and quality of experience. IEEE BigData Ye Ouyang, Zhongyuan Li, Le Su, Wenyuan Lu, Zhenyi Lin
2016	J	`jnl`	Identifying Dissatisfied 4G Customers from Network Indicators: A Comparison between Complaint and Survey Data. Int. J. Interdiscip. Telecommun. Netw. Alexis Huet, Ye Ouyang, Mantian Mandy Hu, Xinling Dai
2016	J	`jnl`	Latent Clustering Models for Outlier Identification in Telecom Data. Mob. Inf. Syst. Ye Ouyang, Alexis Huet, J. P. Shim, Mantian Mandy Hu
2016	—	`conf`	Mining of leaders in mobile telecom social networks. WTS Ye Ouyang, Mantian Mandy Hu, Alexis Huet, Xingshuai Sun
2016	—	`conf`	Predicting 4G adoption with apache spark: A field experiment. ISCIT Ye Ouyang, Lulu Shi, Alexis Huet, Mantian Mandy Hu, Xinling Dai
2015	J	`jnl`	CrowdMi: Scalable and Diagnosable Mobile Voice Quality Assessment Through Wireless Analytics. IEEE Internet Things J. Ye Ouyang, Tan Yan, Guiling Wang
2015	J	`jnl`	Profiling Wireless Resource Usage for Mobile Apps via Crowdsourcing-Based Network Analytics. IEEE Internet Things J. Ye Ouyang, Tan Yan
2014	—	`conf`	A novel methodology of data analytics and modeling to evaluate LTE network performance. WTS Ye Ouyang, M. Hosein Fallah, Sanqing Hu, Yong Ren Yong, Yirui Hu, Zhichang Lai, Mingxin Guan, Wenyuan Lu
2014	—	`conf`	A study of LTE network performance based on data analytics and statistical modeling. WOCC Sanqing Hu, Ye Ouyang, Yu-Dong Yao, M. Hosein Fallah, Wenyuan Lu
2014	J	`jnl`	Data Mining in Time Series: Current Study and Future Trend. J. Comput. Sci. Tan Yan, Liudmila Ulanova, Ye Ouyang, Fengyuan Xu
2011	—	`conf`	A prediction model of merger & acquisitions in the US telecommunications industry - A case study of a recent M&A in wireless communications sector. WTS Ye Ouyang, M. Hosein Fallah
2010	J	`jnl`	A Dimensioning Study for UMTS Core Networks. Int. J. Bus. Data Commun. Netw. Ye Ouyang, M. Hosein Fallah
2010	J	`jnl`	A Performance Analysis for UMTS Packet Switched Network Based on Multivariate KPIS CoRR Ye Ouyang, M. Hosein Fallah
2010	—	`conf`	A performance analysis for UMTS packet switched network based on multivariate KPIs. WTS Ye Ouyang, M. Hosein Fallah
2010	—	`conf`	A study on evolving the architecture of circuit switched domain in UMTS core networks. WTS Ye Ouyang, M. Hosein Fallah
2010	J	`jnl`	An Analysis of Traffic and Throughput for UMTS Packet Core Networks. Int. J. Interdiscip. Telecommun. Netw. Ye Ouyang, M. Hosein Fallah
2010	J	`jnl`	Optimizing the Traffic of Voice Core Domain in UMTS Network through RNC Re-homing. Int. J. Interdiscip. Telecommun. Netw. Ye Ouyang, M. Hosein Fallah
2010	J	`jnl`	The impact of cell site re-homing on the performance of umts core networks CoRR Ye Ouyang, M. Hosein Fallah
2009	C	`conf`	A study of throughput for Iu-CS and Iu-PS interface in UMTS core network. IPCCC Ye Ouyang, M. Hosein Fallah
2009	C	`conf`	A study of throughput for Nb, Mc and Nc interface in UMTS core network. IPCCC Ye Ouyang, M. Hosein Fallah