Kai Yang

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 35

Top Topics

Wireless Broadcast

Anomaly Detection

Big Data Analytics

Conformal Prediction

Top Venues

IEEE Internet Things J.

IEEE Trans. Wirel. Commun.

Publications

Yuxia Xie, Kai Yang
Log Anomaly Detection by Adversarial Autoencoders With Graph Feature Fusion. IEEE Trans. Reliab. 73 (1) (2024)
Yang Jiao, Kai Yang, Tiancheng Wu, Chengtao Jian, Jianwei Huang
Provably Convergent Federated Trilevel Learning. AAAI (2024)
Hui Ma, Kai Yang
MetaSTNet: Multimodal Meta-Learning for Cellular Traffic Conformal Prediction. IEEE Trans. Netw. Sci. Eng. 11 (2) (2024)
Yang Jiao, Kai Yang, Tiancheng Wu, Dongjin Song, Chengtao Jian
Asynchronous Distributed Bilevel Optimization. ICLR (2023)
Ya Liu, Yingjie Zhou, Kai Yang, Xin Wang
Unsupervised Deep Learning for IoT Time Series. IEEE Internet Things J. 10 (16) (2023)
Chengbo Qiu, Kai Yang, Ji Wang, Shenjie Zhao
AI Empowered Net-RCA for 6G. IEEE Netw. 37 (6) (2023)
Yang Jiao, Kai Yang, Dongjin Song
Federated Distributionally Robust Optimization with Non-Convex Objectives: Algorithm and Analysis. CoRR (2023)
Yuxia Xie, Kai Yang
Domain Adaptive Log Anomaly Prediction for Hadoop System. IEEE Internet Things J. 9 (20) (2022)
Chengbo Qiu, Kai Yang, Ji Wang, Shenjie Zhao
AI Empowered Net-RCA for 6G. CoRR (2022)
Yang Jiao, Kai Yang, Dongjin Song, Dacheng Tao
TimeAutoAD: Autonomous Anomaly Detection With Self-Supervised Contrastive Loss for Multivariate Time Series. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Yang Jiao, Kai Yang, Dongjin Song
Distributed Distributionally Robust Optimization with Non-Convex Objectives. NeurIPS (2022)
Kai Yang, Shaoyu Dou, Pan Luo, Xin Wang, H. Vincent Poor
Robust Group Anomaly Detection for Quasi-Periodic Network Time Series. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Yang Jiao, Kai Yang, Dongjin Song
Distributed Distributionally Robust Optimization with Non-Convex Objectives. CoRR (2022)
Shaoyu Dou, Kai Yang, Yang Jiao, Chengbo Qiu, Kui Ren
Task-aware Similarity Learning for Event-triggered Time Series. CoRR (2022)
Bochun Wu, Tianyi Chen, Kai Yang, Xin Wang
Edge-Centric Bandit Learning for Task-Offloading Allocations in Multi-RAT Heterogeneous Networks. IEEE Trans. Veh. Technol. 70 (4) (2021)
Ji Wang, Jun Sun, Xiaodong Wang, Kai Yang, Yingzhuang Liu
Extending the Welch Bound: Non-Orthogonal Pilot Sequence Design for Two-Cell Interference Networks. IEEE Trans. Wirel. Commun. 20 (2) (2021)
Yuxia Xie, Kai Yang, Pan Luo
LogM: Log Analysis for Multiple Components of Hadoop Platform. IEEE Access 9 (2021)
Kai Yang, Hui Ma, Shaoyu Dou
Fog Intelligence for Network Anomaly Detection. IEEE Netw. 34 (2) (2020)
Kai Yang, Libin Jiang, Steven H. Low, Sijia Liu
Privacy-Preserving Energy Scheduling for Smart Grid With Renewables. IEEE Access 8 (2020)
Yang Jiao, Kai Yang, Shaoyu Dou, Pan Luo, Sijia Liu, Dongjin Song
TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series. CoRR (2020)
Kai Yang, Jie Ren, Chao Tian, Ji Wang, H. Vincent Poor
Decoding Binary Linear Codes Over Channels With Synchronization Errors. IEEE J. Sel. Areas Commun. 38 (12) (2020)
Yue Cui, Junfeng Wang, Haixin Sun, Hao Jiang, Kai Yang, Jiangfan Zhang
Gridless Underdetermined DOA Estimation of Wideband LFM Signals With Unknown Amplitude Distortion Based on Fractional Fourier Transform. IEEE Internet Things J. 7 (12) (2020)
Shaoyu Dou, Kai Yang, H. Vincent Poor
A: Predicting Collective Contextual Anomalies via LSTM With Deep Generative Model. IEEE Internet Things J. 6 (6) (2019)
Ji Wang, Longfei Zhou, Kai Yang, Xiaodong Wang, Yingzhuang Liu
Multicast Precoding for Multigateway Multibeam Satellite Systems With Feeder Link Interference. IEEE Trans. Wirel. Commun. 18 (3) (2019)
Yanqiao Zhu, Kai Yang
Tripartite Active Learning for Interactive Anomaly Discovery. IEEE Access 7 (2019)
Bing Li, Shengjie Zhao, Rongqing Zhang, Qingjiang Shi, Kai Yang
Anomaly detection for cellular networks using big data analytics. IET Commun. 13 (20) (2019)
Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang
Active Learning for Wireless IoT Intrusion Detection. CoRR (2018)
Guosen Yue, Kai Yang, Shengjie Zhao, H. Vincent Poor
Design of Network Coding for Wireless Broadcast and Multicast With Optimal Decoders. IEEE Trans. Wirel. Commun. 17 (10) (2018)
Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang
Active Learning for Wireless IoT Intrusion Detection. IEEE Wirel. Commun. 25 (6) (2018)
Fengxia Han, Shengjie Zhao, Lu Zhang, Kai Yang, Jie Shen
Decentralized Beamforming for Weighted Sum Energy Efficiency Maximization in MIMO Systems. GLOBECOM (2017)
Kai Yang, Ruilin Liu, Yanjia Sun, Jin Yang, Xin Chen
Deep Network Analyzer (DNA): A Big Data Analytics Platform for Cellular Networks. IEEE Internet Things J. 4 (6) (2017)
Mengzhu Chen, Shengjie Zhao, Kai Yang
Neural architecture for tibetan word segmentation. IALP (2017)
Jiaxiang Ren, Shengjie Zhao, Kai Yang, Brian Nlong Zhao
A novel and robust face clustering method via adaptive difference dictionary. ICME Workshops (2017)
Ruilin Liu, Kai Yang, Yanjia Sun, Tao Quan, Jin Yang
Spark-based rare association rule mining for big datasets. IEEE BigData (2016)
Leian Chen, Kai Yang, Xiaodong Wang
Robust Cooperative Wi-Fi Fingerprint-Based Indoor Localization. IEEE Internet Things J. 3 (6) (2016)
Hua Xiao, Kai Yang, Xiaodong Wang
Robust Power Control under Channel Uncertainty for Cognitive Radios with Sensing Delays. IEEE Trans. Wirel. Commun. 12 (2) (2013)
Zhe Wang, Kai Yang, Xiaodong Wang
Privacy-Preserving Energy Scheduling in Microgrid Systems. IEEE Trans. Smart Grid 4 (4) (2013)
Hua Xiao, Kai Yang, Xiaodong Wang, Huai-Zong Shao
A robust MDP approach to secure power control in cognitive radio networks. ICC (2012)
Kai Yang, A. S. Madhukumar, Guosen Yue, Huahui Wang, Saeed S. Ghassemzadeh, Shiwen Mao
Guest Editorial. J. Commun. 7 (9) (2012)
Zhe Wang, Kai Yang, Xiaodong Wang
Privacy constrained energy management in microgrid systems. SmartGridComm (2012)
Kai Yang, Narayan Prasad, Xiaodong Wang
A Message-Passing Approach to Distributed Resource Allocation in Uplink DFT-Spread-OFDMA Systems. IEEE Trans. Commun. 59 (4) (2011)
Kai Yang, Xiaodong Wang
Analysis of Message-Passing Decoding of Finite-Length Concatenated Codes. IEEE Trans. Commun. 59 (8) (2011)
Kai Yang, Narayan Prasad, Xiaodong Wang
An auction approach to resource allocation in uplink OFDMA systems. IEEE Trans. Signal Process. 57 (11) (2009)
Kai Yang, Xiaodong Wang, Jon Feldman
A New Linear Programming Approach to Decoding Linear Block Codes. IEEE Trans. Inf. Theory 54 (3) (2008)
Kai Yang, Xiaodong Wang
Battery-Aware Adaptive Modulation Based on Large-Scale MDP. IEEE Trans. Wirel. Commun. 7 (1) (2008)
Kai Yang, Xiaodong Wang
Cross-layer network planning for multi-radio multi-channel cognitive wireless networks. IEEE Trans. Commun. 56 (10) (2008)
Kai Yang, Yihong Wu, Jianwei Huang, Xiaodong Wang, Sergio Verdú
Distributed Robust Optimization for Communication Networks. INFOCOM (2008)
Kai Yang, Narayan Prasad, Xiaodong Wang
An Auction Approach to Resource Allocation in Uplink Multi-Cell OFDMA Systems. GLOBECOM (2008)
Kai Yang, Xiaodong Wang, Jon Feldman
Cascaded Formulation of the Fundamental Polytope of General Linear Block Codes. ISIT (2007)
Kai Yang, Vladimir Stankovic, Zixiang Xiong, Xiaodong Wang
Multiuser resource allocation for video transmission over a chip-interleaved multicarrier system. Wirel. Commun. Mob. Comput. 7 (2) (2007)
Kai Yang, Xiaodong Wang, Jon Feldman
Fast ML Decoding of SPC Product Code by Linear Programming Decoding. GLOBECOM (2007)
Kai Yang, Jon Feldman, Xiaodong Wang
Nonlinear Programming Approaches to Decoding Low-Density Parity-Check Codes. IEEE J. Sel. Areas Commun. 24 (8) (2006)
Kai Yang, Xiaodong Wang
Network planning for multi-radio cognitive wireless networks. EUSIPCO (2006)
Kai Yang, Xiaodong Wang
Optimal Radio Allocation for Multi-radio Cognitive Wireless Networks. GLOBECOM (2006)
Kai Yang, Xiaodong Wang
A multicarrier interleave-division uwb system. IEEE Trans. Wirel. Commun. 5 (7) (2006)