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2020 – today
- 2024
[j11]Yang Liu
, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang:
Vertical Federated Learning: Concepts, Advances, and Challenges. IEEE Trans. Knowl. Data Eng. 36(7): 3615-3634 (2024)- [c39]Rui Kong, Yuanchun Li, Qingtian Feng, Weijun Wang, Xiaozhou Ye, Ye Ouyang, Linghe Kong, Yunxin Liu:
SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget. ACL (1) 2024: 6710-6720 - [c38]Yang Liu, Le Jiang, Guoming Li, Xiaozhou Ye, Ye Ouyang:
A Weakly Supervised Part Detection Method for Robust Fine-Grained Classification. ICANN (2) 2024: 3-16 - [c37]Le Jiang, Hongqiang Cheng, Xiaozhou Ye, Ye Ouyang:
Multi-Teacher Distillation for Incremental Object Detection. ICASSP 2024: 5520-5524 - [c36]Zeyu Teng, Zhiwei Yan, Yong Song, Xiaozhou Ye, Ye Ouyang:
Data-Driven MoE: A Data-Driven Approach to Construct MoE by a Single LLM. ICIC (LNAI 4) 2024: 352-363 - [c35]Zeyu Teng, Yong Song, Xiaozhou Ye, Ye Ouyang:
Fine-Tuning LLMs for Multi-Turn Dialogues: Optimizing Cross-Entropy Loss with KL Divergence for All Rounds of Responses. ICMLC 2024: 128-133 - [c34]Zehui Wei, Jianbing Ding, Zening Wang, Xidong Wang, Xiaozhou Ye, Ye Ouyang:
Multi-task Learning Model for Location Estimation Using RSSI of Wireless LAN in NLoS Environment. ICMLC 2024: 741-744 - 2023
- [j10]Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding:
Towards efficient communications in federated learning: A contemporary survey. J. Frankl. Inst. 360(12): 8669-8703 (2023) - [c33]Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Jianchao Guo, Yun Li, Sen Bian, Xidong Wang, Zhanwu Li:
Elastic Digital Twin Network Modeling fulfilling Twining Dynamic in Network Life Cycle. DTPI 2023: 1-7 - [c32]Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Jianchao Guo, Yun Li, Lianhua Zhang, Shuling Wang, Jie Sun:
Digital Twin Network Application Requirement on Green Coordination of Computing and Networking. DTPI 2023: 1-6 - [c31]Wenwen Li, Mingjie Liao, Xidong Wang, Yun Li, Xiaozhou Ye, Ye Ouyang:
Applying Multiple-Correlations of Network to Cell Traffic Forecasting. GLOBECOM 2023: 7405-7410 - [c30]Ye Ouyang, Xiaozhou Ye, Jie Sun, Yunxin Liu, Yaqin Zhang:
The First Decade of Computing and Network Convergence. ICC 2023: 1928-1933 - [c29]Li Jiang, Xiangsen Wang, Aidong Yang, Xidong Wang, Xiaojia Jin, Wei Wang, Xiaozhou Ye, Ye Ouyang, Xianyuan Zhan:
An Efficient Multi-Agent Optimization Approach for Coordinated Massive MIMO Beamforming. ICC 2023: 5632-5638 - [c28]Fucai Gong, Yuchen Xie, Le Jiang, Keming Chen, Yunxin Liu, Xiaozhou Ye, Ye Ouyang:
A Proposal-Improved Few-Shot Embedding Model with Contrastive Learning. MMM (2) 2023: 202-214 - [c27]Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Yaqin Zhang, Yunxin Liu:
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments. MobiCom 2023: 28:1-28:17 - [c26]Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Jianchao Guo, Yun Li, Sen Bian, Xidong Wang, Zhidong Ren:
Constellation Autonomy Modeling for Agile on-Orbit Communication and Computing. TrustCom 2023: 2012-2017 - [c25]Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Limeng Ma, Zhanwu Li, Sen Bian, Zhidong Ren:
Evaluation of Distributed Collaborative Learning Approach for 5G Network Data Analytics Function. TrustCom 2023: 2058-2063 - [c24]Shoufeng Wang, Hua-Min Chen, Ye Ouyang, Fan Li, Xuan Chen, Jianchao Guo, Yun Li, Sen Bian, Xidong Wang, You Lu:
Elastic Digital Twin Network Modeling toward Restraining Resource Occupation. TrustCom 2023: 2240-2245 - [i11]Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Yunxin Liu:
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments. CoRR abs/2303.07129 (2023) - [i10]Ye Ouyang, Yaqin Zhang, Xiaozhou Ye, Yunxin Liu, Xidong Wang, Jie Sun, Yang Liu, Shoufeng Wang, Sen Bian, Yun Li:
6G Network Operation Support System. CoRR abs/2307.09045 (2023) - [i9]Ye Ouyang, Yaqin Zhang, Peng Wang, Yunxin Liu, Wen Qiao, Jun Zhu, Yang Liu, Feng Zhang, Shuling Wang, Xidong Wang:
6G Network Business Support System. CoRR abs/2307.10004 (2023) - [i8]Ye Ouyang, Yaqin Zhang, Xiaozhou Ye, Yunxin Liu, Yong Song, Yang Liu, Sen Bian, Zhiyong Liu:
AIGC Empowering Telecom Sector White Paper_chinese. CoRR abs/2307.11449 (2023) - 2022
- [c23]Da Wang, Jianchao Guo, Ye Ouyang, Shoufeng Wang, Aidong Yang, Zhidong Ren, Ying Ding, Guo Chen, Cheng Zhou, Danyang Chen:
Leverage Digital Twins Technology for Network Lifecycle Management. DTPI 2022: 1-5 - [c22]Xingxing Sun, Mohan Wu, Boquan Cheng, Aidong Yang, Xiaozhou Ye, Ye Ouyang:
A Chinese Business License Text Detection Algorithm Based On Multi-Scale Features. IICAIET 2022: 1-6 - [c21]Yong Song, Zhiwei Yan, Yukun Qin, Xiaozhou Ye, Ye Ouyang:
Self-distilled Named Entity Recognition Based on Boundary Detection and Biaffine Attention. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 1132-1137 - [c20]Yang Liu, Le Jiang, Guoming Li, Yunxin Liu, Xiaozhou Ye, Ye Ouyang, Aidong Yang:
Brisk-Yolo: A Lightweight Object Detection Algorithm for Edge Devices. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 1415-1420 - [i7]Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding:
Towards Efficient Communications in Federated Learning: A Contemporary Survey. CoRR abs/2208.01200 (2022) - [i6]Jiacheng Yin, Wenwen Li, Xidong Wang, Xiaozhou Ye, Ye Ouyang:
4G 5G Cell-level Multi-indicator Forecasting based on Dense-MLP. CoRR abs/2209.05989 (2022) - [i5]Aidong Yang, Mohan Wu, Boquan Cheng, Xiaozhou Ye, Ye Ouyang:
Reinforcement Learning in Computing and Network Convergence Orchestration. CoRR abs/2209.10753 (2022) - [i4]Yang Liu, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang:
Vertical Federated Learning. CoRR abs/2211.12814 (2022) - 2021
- [c19]Jianbing Ding, Xidong Wang, Xiaozhou Ye, Ye Ouyang, Yuanyuan Chai:
TTERCL: An onSite Real-time Alarm Root-Cause Location Algorithm. IEEE BigData 2021: 4852-4858 - [c18]Yuxin Liang, Zhiyong Liu, Yong Song, Aidong Yang, Xiaozhou Ye, Ye Ouyang:
A Methodology of Trusted Data Sharing across Telecom and Finance Sector under China's Data Security Policy. IEEE BigData 2021: 5406-5412 - [c17]Zhenjun He, Le Jiang, Jian Chen, Xiaozhou Ye, Ye Ouyang:
RepRetinaFace: Re-Parameterization RetinaFace for Edge Embedded Platform. ICCT 2021: 998-1003 - [c16]Yong Song, Yuchen Xie, Hongwei Zhang, Yuxin Liang, Xiaozhou Ye, Aidong Yang, Ye Ouyang:
Federated Learning Application on Telecommunication-Joint Healthcare Recommendation. ICCT 2021: 1443-1448 - [i3]Ye Ouyang, Lilei Wang, Aidong Yang, Le Su, David Belanger, Tongqing Gao, Leping Wei, Yaqin Zhang:
The Next Decade of Telecommunications Artificial Intelligence. CoRR abs/2101.09163 (2021) - 2020
- [j9]Ye Ouyang, Zhongyuan Li, Le Su, Wenyuan Lu, Zhenyi Lin:
Application Behaviors Driven Self-Organizing Network (SON) for 4G LTE Networks. IEEE Trans. Netw. Sci. Eng. 7(1): 3-14 (2020) - [c15]Songbo Chen, Wenhu Tang, Tianyao Ji, Huiling Zhu, Ye Ouyang, Wenbo Wang:
Detection of Safety Helmet Wearing Based on Improved Faster R-CNN. IJCNN 2020: 1-7
2010 – 2019
- 2019
- [c14]Ye Ouyang, Aidong Yang, Shuming Zeng, Fanyu Meng:
MNP Inside Out: A Game Theory Assisted Machine Learning Model to Detect Subscriber Churn Behaviors under China's Mobile Number Portability Policy. IEEE BigData 2019: 1878-1886 - [c13]Zhengyi Lin, Ye Ouyang, Le Su, Wenyuan Lu, Zhongyuan Li:
A Machine Learning Assisted Method of Coverage and Capacity Optimization (CCO) in 4G LTE Self Organizing Networks (SON). WTS 2019: 1-9 - [c12]Ye Ouyang, Le Su, Wenyuan Lu, Zhengyi Lin, Maulik Shah, Zhongyuan Li:
P2P: From Packets to Pepole, Leverage Wireless Artifical Intelligence for Bridging Network Performance Healthiness to Quality of Experience (QoE) in 4G Networks. WTS 2019: 1-11 - 2018
- [b1]Ye Ouyang, Mantian Mandy Hu, Alexis Huet, Zhongyuan Li:
Mining Over Air: Wireless Communication Networks Analytics. Springer 2018, ISBN 978-3-319-92311-6, pp. 1-196 - [c11]Zhongyuan Li, Ye Ouyang, Le Su, Wei Jiang, Yirui Hu, Zhenyi Lin:
Detecting traffic anomaly in wireless networks, an analytics methodology. WTS 2018: 1-6 - 2017
- [c10]Ye Ouyang, Zhongyuan Li, Le Su, Wenyuan Lu, Zhenyi Lin:
APP-SON: Application characteristics-driven SON to optimize 4G/5G network performance and quality of experience. IEEE BigData 2017: 1514-1523 - 2016
- [j8]Alexis Huet, Ye Ouyang, Mantian Mandy Hu, Xinling Dai:
Identifying Dissatisfied 4G Customers from Network Indicators: A Comparison between Complaint and Survey Data. Int. J. Interdiscip. Telecommun. Netw. 8(1): 12-20 (2016) - [j7]Ye Ouyang, Alexis Huet, J. P. Shim, Mantian Mandy Hu:
Latent Clustering Models for Outlier Identification in Telecom Data. Mob. Inf. Syst. 2016: 1542540:1-1542540:11 (2016) - [c9]Ye Ouyang, Lulu Shi, Alexis Huet, Mantian Mandy Hu, Xinling Dai:
Predicting 4G adoption with apache spark: A field experiment. ISCIT 2016: 235-240 - [c8]Ye Ouyang, Mantian Mandy Hu, Alexis Huet, Xingshuai Sun:
Mining of leaders in mobile telecom social networks. WTS 2016: 1-4 - 2015
- [j6]Ye Ouyang, Tan Yan, Guiling Wang:
CrowdMi: Scalable and Diagnosable Mobile Voice Quality Assessment Through Wireless Analytics. IEEE Internet Things J. 2(4): 287-294 (2015) - [j5]Ye Ouyang, Tan Yan:
Profiling Wireless Resource Usage for Mobile Apps via Crowdsourcing-Based Network Analytics. IEEE Internet Things J. 2(5): 391-398 (2015) - 2014
- [j4]Tan Yan, Liudmila Ulanova, Ye Ouyang, Fengyuan Xu:
Data Mining in Time Series: Current Study and Future Trend. J. Comput. Sci. 10(12): 2358-2359 (2014) - [c7]Sanqing Hu, Ye Ouyang, Yu-Dong Yao, M. Hosein Fallah, Wenyuan Lu:
A study of LTE network performance based on data analytics and statistical modeling. WOCC 2014: 1-6 - [c6]Ye Ouyang, M. Hosein Fallah, Sanqing Hu, Yong Ren Yong, Yirui Hu, Zhichang Lai, Mingxin Guan, Wenyuan Lu:
A novel methodology of data analytics and modeling to evaluate LTE network performance. WTS 2014: 1-10 - 2011
- [c5]Ye Ouyang, M. Hosein Fallah:
A prediction model of merger & acquisitions in the US telecommunications industry - A case study of a recent M&A in wireless communications sector. WTS 2011: 1-11 - 2010
- [j3]Ye Ouyang, M. Hosein Fallah:
A Dimensioning Study for UMTS Core Networks. Int. J. Bus. Data Commun. Netw. 6(2): 19-45 (2010) - [j2]Ye Ouyang, M. Hosein Fallah:
An Analysis of Traffic and Throughput for UMTS Packet Core Networks. Int. J. Interdiscip. Telecommun. Netw. 2(2): 1-26 (2010) - [j1]Ye Ouyang, M. Hosein Fallah:
Optimizing the Traffic of Voice Core Domain in UMTS Network through RNC Re-homing. Int. J. Interdiscip. Telecommun. Netw. 2(4): 1-14 (2010) - [c4]Ye Ouyang, M. Hosein Fallah:
A study on evolving the architecture of circuit switched domain in UMTS core networks. WTS 2010: 1-11 - [c3]Ye Ouyang, M. Hosein Fallah:
A performance analysis for UMTS packet switched network based on multivariate KPIs. WTS 2010: 1-10 - [i2]Ye Ouyang, M. Hosein Fallah:
A Performance Analysis for UMTS Packet Switched Network Based on Multivariate KPIS. CoRR abs/1003.5438 (2010) - [i1]Ye Ouyang, M. Hosein Fallah:
The impact of cell site re-homing on the performance of umts core networks. CoRR abs/1003.5775 (2010)
2000 – 2009
- 2009
- [c2]Ye Ouyang, M. Hosein Fallah:
A study of throughput for Iu-CS and Iu-PS interface in UMTS core network. IPCCC 2009: 349-353 - [c1]Ye Ouyang, M. Hosein Fallah:
A study of throughput for Nb, Mc and Nc interface in UMTS core network. IPCCC 2009: 371-375
Coauthor Index
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