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ORCIDKai Yang 0001
Person information
- affiliation: Tongji University, Department of Computer Science, Shanghai, China
- affiliation (former): NEC Laboratories America, Princeton, NJ, USA
- affiliation (former): Huawei Technologies, Plano, TX, USA
- affiliation (former): Bell Laboratories, Alcatel-Lucent, Murray Hill, NJ, USA
- affiliation (PhD 2009): Columbia University, New York, NY, USA
Other persons with the same name
- Kai Yang — disambiguation page
- Kai Yang 0002
![[0000-0002-6794-6795]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-6794-6795")
— Tianjin University, Institute of Systems Engineering, China (and 1 more) - Kai Yang 0003 — Huaqiao University, College of Mechanical Engineering and Automation, Xiamen, China
- Kai Yang 0004 — Beijing Institute of Technology, School of Information and Electronics, China (and 5 more)
- Kai Yang 0005 — Wayne State University, Department of Industrial and Systems Engineering, Detroit, MI, USA
- Kai Yang 0006 — JD Technology Group, Beijing, China (and 3 more)
- Kai Yang 0007 — Shenzhen University, College of Economics, Shenzhen, China (and 2 more)
- Kai Yang 0008 — Harbin Institute of Technology, State Key Laboratory of Robotics and Systems, Harbin, China
- Kai Yang 0009 — Indiana University-Purdue University Indianapolis, Department of Electrical and Computer Engineering, Indianapolis, IN, USA
- Kai Yang 0010 — Hunan ZOOMLION Intelligent Technology Corporation Limited, Department of Electronic Products, Changsha, China
- Kai Yang 0011 — Chongqing University, China (and 1 more)
- Kai Yang 0012 — Hengyang Normal University, College of Computer Science and Technology, Hengyang, China
- Kai Yang 0013 — Changchun University of Technology, School of Mathematics and Statistics, Changchun, China
- Kai Yang 0014 — Xidian University, School of Physics and Optoelectronic Engineering, Xi'an, China
- Kai Yang 0015 — Southeast University, School of Mathematics, Nanjing, China
- Kai Yang 0016 — Huazhong University of Science and Technology, School of Electrical and Electronic Engineering, State Key Laboratory of Advanced Electromagnetic Engineering and Technology, Wuhan, China
- Kai Yang 0017 — China Aerodynamics Research and Development Center, Mianyang, China (and 1 more)
- Kai Yang 0018 — Harbin Institute of Technology, Department of Computer Science and Technology, Shenzhen, China
- Kai Yang 0019 — Qingdao Agricultural University, Science and Information College, Qingdao, China
- Kai Yang 0020 — University of Southampton, School of Electronics and Computer Science, Southampton, UK (and 1 more)
- Kai Yang 0021 — Tongji University, School of Marine and Earth Science, State Key Laboratory of Marine Geology, Shanghai, China
- Kai Yang 0022 — Ant Financial Services Group, Hangzhou, China (and 1 more)
- Kai Yang 0023 — Shandong University of Science and Technology, College of Electronic Information Engineering, Qingdao, China
- Kai Yang 0024 — Southwest Jiaotong University, School of Physical Science and Technology, Chengdu, China
- Kai Yang 0025 — Wuhan Institute of Technology, School of Mechanical and Electrical Engineering, Wuhan, China
- Kai Yang 0026 — National University of Defense Technology, State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System, Changsha, China
- Kai Yang 0027 — Science Systems and Applications, Inc., Lanham, MD, USA (and 3 more)
- Kai Yang 0028 — University of Florida, Gainesville, FL, USA (and 1 more)
- Kai Yang 0029 — China Mobile Research Institute, Beijing, China
- Kai Yang 0030 — University of Electronic Science and Technology of China, School of Aeronautics and Astronautics, Chengdu, China
- Kai Yang 0031 — Yangzhou University, College of Information Engineering, Yangzhou, China (and 1 more)
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2020 – today
- 2024
[j50]Hui Ma, Kai Yang:
MetaSTNet: Multimodal Meta-Learning for Cellular Traffic Conformal Prediction. IEEE Trans. Netw. Sci. Eng. 11(2): 1999-2011 (2024)- [j49]Yuxia Xie, Kai Yang:
Log Anomaly Detection by Adversarial Autoencoders With Graph Feature Fusion. IEEE Trans. Reliab. 73(1): 637-649 (2024) - [c27]Yang Jiao, Kai Yang, Tiancheng Wu, Chengtao Jian, Jianwei Huang:
Provably Convergent Federated Trilevel Learning. AAAI 2024: 12928-12937 - [i11]Chengbo Qiu, Kai Yang:
Interventional Causal Structure Discovery over Graphical Models with Convergence and Optimality Guarantees. CoRR abs/2408.04819 (2024) - [i10]Chengtao Jian, Kai Yang, Yang Jiao:
Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization. CoRR abs/2410.07018 (2024) - 2023
- [j48]Ya Liu, Yingjie Zhou, Kai Yang, Xin Wang:
Unsupervised Deep Learning for IoT Time Series. IEEE Internet Things J. 10(16): 14285-14306 (2023) - [j47]Chengbo Qiu, Kai Yang, Ji Wang, Shenjie Zhao:
AI Empowered Net-RCA for 6G. IEEE Netw. 37(6): 132-140 (2023) - [j46]Yan Xin, Kai Yang, Chih-Lin I, Sanyogita Shamsunder, Xingqin Lin, Lifeng Lai:
Guest Editorial: AI-Powered Telco Network Automation: 5G Evolution and 6G. IEEE Wirel. Commun. 30(1): 68-69 (2023) - [c26]Xiang Li, Jianwei Huang, Kai Yang, Chenyou Fan:
Machine Learning Model Trading with Information Asymmetry. ICC 2023: 3320-3326 - [c25]Yang Jiao, Kai Yang, Tiancheng Wu, Dongjin Song, Chengtao Jian:
Asynchronous Distributed Bilevel Optimization. ICLR 2023 - [c24]Ji Wang, Xinxin Ma, Le Zheng, Kai Yang, Zhao Chen, Qiaoqiao Xia:
Secrecy Wireless Information and Power Transfer in Ultra-Dense Cloud-RAN with Wireless Fronthaul. WCNC 2023: 1-6 - [i9]Ya Liu, Yingjie Zhou, Kai Yang, Xin Wang:
Unsupervised Deep Learning for IoT Time Series. CoRR abs/2302.03284 (2023) - [i8]Yang Jiao, Kai Yang, Dongjin Song:
Federated Distributionally Robust Optimization with Non-Convex Objectives: Algorithm and Analysis. CoRR abs/2307.14364 (2023) - 2022
- [j45]Yuxia Xie, Kai Yang:
Domain Adaptive Log Anomaly Prediction for Hadoop System. IEEE Internet Things J. 9(20): 20778-20787 (2022) - [j44]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): 1604-1619 (2022) - [j43]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): 2833-2845 (2022) - [c23]Yang Jiao, Kai Yang, Dongjin Song:
Distributed Distributionally Robust Optimization with Non-Convex Objectives. NeurIPS 2022 - [i7]Shaoyu Dou, Kai Yang, Yang Jiao, Chengbo Qiu, Kui Ren:
Task-aware Similarity Learning for Event-triggered Time Series. CoRR abs/2207.08159 (2022) - [i6]Yang Jiao, Kai Yang, Dongjin Song:
Distributed Distributionally Robust Optimization with Non-Convex Objectives. CoRR abs/2210.07588 (2022) - [i5]Chengbo Qiu, Kai Yang, Ji Wang, Shenjie Zhao:
AI Empowered Net-RCA for 6G. CoRR abs/2212.00331 (2022) - [i4]Yang Jiao, Kai Yang, Tiancheng Wu, Dongjin Song, Chengtao Jian:
Asynchronous Distributed Bilevel Optimization. CoRR abs/2212.10048 (2022) - 2021
- [j42]Yuxia Xie, Kai Yang, Pan Luo:
LogM: Log Analysis for Multiple Components of Hadoop Platform. IEEE Access 9: 73522-73532 (2021) - [j41]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): 3702-3714 (2021) - [j40]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): 1425-1439 (2021) - 2020
- [j39]Kai Yang, Libin Jiang, Steven H. Low, Sijia Liu:
Privacy-Preserving Energy Scheduling for Smart Grid With Renewables. IEEE Access 8: 132320-132329 (2020) - [j38]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): 11612-11625 (2020) - [j37]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): 2853-2863 (2020) - [j36]Kai Yang, Hui Ma, Shaoyu Dou:
Fog Intelligence for Network Anomaly Detection. IEEE Netw. 34(2): 78-82 (2020) - [i3]Yang Jiao, Kai Yang, Shaoyu Dou, Pan Luo, Sijia Liu, Dongjin Song:
TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series. CoRR abs/2010.01596 (2020)
2010 – 2019
- 2019
- [j35]Tao Xie, Chunjiong Zhang, Zhengwan Zhang, Kai Yang:
Utilizing Active Sensor Nodes in Smart Environments for Optimal Communication Coverage. IEEE Access 7: 11338-11348 (2019) - [j34]Yanqiao Zhu, Kai Yang:
Tripartite Active Learning for Interactive Anomaly Discovery. IEEE Access 7: 63195-63203 (2019) - [j33]Zhe Liu, Yuqing Song, Victor S. Sheng, Chunyan Xu, Charlie Maere, Kaifeng Xue, Kai Yang:
MRI and PET image fusion using the nonparametric density model and the theory of variable-weight. Comput. Methods Programs Biomed. 175: 73-82 (2019) - [j32]Bing Li, Shengjie Zhao, Rongqing Zhang, Qingjiang Shi, Kai Yang:
Anomaly detection for cellular networks using big data analytics. IET Commun. 13(20): 3351-3359 (2019) - [j31]Chunjiong Zhang, Tao Xie, Kai Yang, Hui Ma, Yuxia Xie, Yueyao Xu, Pan Luo:
Positioning optimisation based on particle quality prediction in wireless sensor networks. IET Networks 8(2): 107-113 (2019) - [j30]Kai Yang, Sijia Liu, Lin Cai, Yasin Yilmaz, Pin-Yu Chen, Anwar Walid:
Guest Editorial Special Issue on AI Enabled Cognitive Communication and Networking for IoT. IEEE Internet Things J. 6(2): 1906-1910 (2019) - [j29]Shaoyu Dou, Kai Yang, H. Vincent Poor:
PC2A: Predicting Collective Contextual Anomalies via LSTM With Deep Generative Model. IEEE Internet Things J. 6(6): 9645-9655 (2019) - [j28]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): 1637-1650 (2019) - 2018
- [j27]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): 6944-6957 (2018) - [j26]Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang:
Active Learning for Wireless IoT Intrusion Detection. IEEE Wirel. Commun. 25(6): 19-25 (2018) - [c22]Hui Cheng, Junhao Cai, Quande Liu, Zhanpeng Zhang, Kai Yang, Chen Change Loy, Liang Lin:
Fusing Object Context to Detect Functional Area for Cognitive Robots. ICRA 2018: 1-8 - [i2]Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang:
Active Learning for Wireless IoT Intrusion Detection. CoRR abs/1808.01412 (2018) - 2017
- [j25]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): 2019-2027 (2017) - [j24]Ming Xiao, Shahid Mumtaz, Yongming Huang, Linglong Dai, Yonghui Li, Michail Matthaiou, George K. Karagiannidis, Emil Björnson, Kai Yang, Chih Lin, Amitava Ghosh:
Millimeter Wave Communications for Future Mobile Networks (Guest Editorial), Part I. IEEE J. Sel. Areas Commun. 35(7): 1425-1431 (2017) - [j23]Ming Xiao, Shahid Mumtaz, Yongming Huang, Linglong Dai, Yonghui Li, Michail Matthaiou, George K. Karagiannidis, Emil Björnson, Kai Yang, Chih-Lin I, Amitabha Amitava Ghosh:
Millimeter Wave Communications for Future Mobile Networks. IEEE J. Sel. Areas Commun. 35(9): 1909-1935 (2017) - [c21]Fengxia Han, Shengjie Zhao, Lu Zhang, Kai Yang, Jie Shen:
Decentralized Beamforming for Weighted Sum Energy Efficiency Maximization in MIMO Systems. GLOBECOM 2017: 1-6 - [c20]Mengzhu Chen, Shengjie Zhao, Kai Yang:
Neural architecture for tibetan word segmentation. IALP 2017: 367-370 - [c19]Jiaxiang Ren, Shengjie Zhao, Kai Yang, Brian Nlong Zhao:
A novel and robust face clustering method via adaptive difference dictionary. ICME Workshops 2017: 627-632 - [i1]Ming Xiao, Shahid Mumtaz, Yongming Huang, Linglong Dai, Yonghui Li, Michail Matthaiou, George K. Karagiannidis, Emil Björnson, Kai Yang, Chih-Lin I, Amitava Ghosh:
Millimeter Wave Communications for Future Mobile Networks. CoRR abs/1705.06072 (2017) - 2016
- [j22]Simon Yiu, Kai Yang:
Gaussian Process Assisted Fingerprinting Localization. IEEE Internet Things J. 3(5): 683-690 (2016) - [j21]Leian Chen, Kai Yang, Xiaodong Wang:
Robust Cooperative Wi-Fi Fingerprint-Based Indoor Localization. IEEE Internet Things J. 3(6): 1406-1417 (2016) - [c18]Ruilin Liu, Kai Yang, Yanjia Sun, Tao Quan, Jin Yang:
Spark-based rare association rule mining for big datasets. IEEE BigData 2016: 2734-2739 - 2013
- [j20]Doru Calin, Aliye Özge Kaya, Bong-Ho Kim, Kai Yang, Simon Yiu:
On the High Capacity lightRadio™ Metro Cell Design for Stadiums. Bell Labs Tech. J. 18(2): 77-97 (2013) - [j19]Kai Yang, Anwar Walid:
Outage-capacity tradeoff for smart grid with renewables. SIGMETRICS Perform. Evaluation Rev. 41(3): 80-82 (2013) - [j18]Kai Yang, Anwar Walid:
Outage-Storage Tradeoff in Frequency Regulation for Smart Grid With Renewables. IEEE Trans. Smart Grid 4(1): 245-252 (2013) - [j17]Zhe Wang, Kai Yang, Xiaodong Wang:
Privacy-Preserving Energy Scheduling in Microgrid Systems. IEEE Trans. Smart Grid 4(4): 1810-1820 (2013) - [j16]Hua Xiao, Kai Yang, Xiaodong Wang:
Robust Power Control under Channel Uncertainty for Cognitive Radios with Sensing Delays. IEEE Trans. Wirel. Commun. 12(2): 646-655 (2013) - 2012
- [j15]Kai Yang, A. S. Madhukumar, Guosen Yue, Huahui Wang, Saeed S. Ghassemzadeh, Shiwen Mao:
Guest Editorial. J. Commun. 7(9): 643-645 (2012) - [j14]Simon Yiu, Chan-Byoung Chae, Kai Yang, Doru Calin:
Uncoordinated Beamforming for Cognitive Networks. IEEE Trans. Commun. 60(5): 1390-1397 (2012) - [j13]Kai Yang:
Interference management in LTE wireless networks [Industry Perspectives]. IEEE Wirel. Commun. 19(3): 8-9 (2012) - [c17]Kai Yang, Doru Calin, Aliye Özge Kaya, Simon Yiu:
Coordinated dual-layer beamforming for public safety network: Architecture and algorithms. ICC 2012: 4095-4099 - [c16]Hua Xiao, Kai Yang, Xiaodong Wang, Huai-Zong Shao:
A robust MDP approach to secure power control in cognitive radio networks. ICC 2012: 4642-4647 - [c15]Kai Yang, Anwar Walid:
Outage-storage tradeoff in smart grid networks with renewable energy sources. ICNC 2012: 517-521 - [c14]Zhe Wang, Kai Yang, Xiaodong Wang:
Privacy constrained energy management in microgrid systems. SmartGridComm 2012: 670-674 - [c13]Simon Yiu, Doru Calin, Aliye Özge Kaya, Kai Yang:
Distributed STBC-OFDM and distributed SFBC-OFDM for frequency-selective and time-varying channels. WCNC 2012: 251-255 - 2011
- [j12]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): 1099-1113 (2011) - [j11]Kai Yang, Xiaodong Wang:
Analysis of Message-Passing Decoding of Finite-Length Concatenated Codes. IEEE Trans. Commun. 59(8): 2090-2100 (2011) - [c12]Simon Yiu, Chan-Byoung Chae, Kai Yang, Doru Calin:
Uncoordinated beamforming for cognitive networks. CrownCom 2011: 365-369 - [c11]Kai Yang, Doru Calin, Chan-Byoung Chae, Simon Yiu:
Distributed Beam Scheduling in Multi-Cell Networks via Auction over Competitive Markets. ICC 2011: 1-6 - [c10]Hongseok Kim, Young-Jin Kim, Kai Yang, Marina Thottan:
Cloud-based demand response for smart grid: Architecture and distributed algorithms. SmartGridComm 2011: 398-403
2000 – 2009
- 2009
- [j10]A. S. Madhukumar, Kai Yang, Francois P. S. Chin, A. Benjamin Premkumar:
Decision feedback data detection in frequency domain for single carrier cyclic prefix assisted CDMA systems: A sequential quadratic programming approach. Digit. Signal Process. 19(4): 678-692 (2009) - [j9]Kai Yang, Narayan Prasad, Xiaodong Wang:
An auction approach to resource allocation in uplink OFDMA systems. IEEE Trans. Signal Process. 57(11): 4482-4496 (2009) - 2008
- [j8]Kai Yang, Xiaodong Wang:
Cross-layer network planning for multi-radio multi-channel cognitive wireless networks. IEEE Trans. Commun. 56(10): 1705-1714 (2008) - [j7]Kai Yang, Xiaodong Wang, Jon Feldman:
A New Linear Programming Approach to Decoding Linear Block Codes. IEEE Trans. Inf. Theory 54(3): 1061-1072 (2008) - [j6]Kai Yang, Xiaodong Wang:
Battery-Aware Adaptive Modulation Based on Large-Scale MDP. IEEE Trans. Wirel. Commun. 7(1): 72-77 (2008) - [c9]Kai Yang, Narayan Prasad, Xiaodong Wang:
An Auction Approach to Resource Allocation in Uplink Multi-Cell OFDMA Systems. GLOBECOM 2008: 3707-3711 - [c8]Kai Yang, Yihong Wu, Jianwei Huang, Xiaodong Wang, Sergio Verdú:
Distributed Robust Optimization for Communication Networks. INFOCOM 2008: 1157-1165 - 2007
- [j5]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): 143-158 (2007) - [c7]Kai Yang, Xiaodong Wang, Jon Feldman:
Fast ML Decoding of SPC Product Code by Linear Programming Decoding. GLOBECOM 2007: 1577-1581 - [c6]Kai Yang, Xiaodong Wang, Jon Feldman:
Cascaded Formulation of the Fundamental Polytope of General Linear Block Codes. ISIT 2007: 1361-1365 - 2006
- [j4]Kai Yang, Jon Feldman, Xiaodong Wang:
Nonlinear Programming Approaches to Decoding Low-Density Parity-Check Codes. IEEE J. Sel. Areas Commun. 24(8): 1603-1613 (2006) - [j3]Kai Yang, Xiaodong Wang:
A multicarrier interleave-division uwb system. IEEE Trans. Wirel. Commun. 5(7): 1827-1837 (2006) - [c5]Kai Yang, Xiaodong Wang:
Network planning for multi-radio cognitive wireless networks. EUSIPCO 2006: 1-5 - [c4]Kai Yang, Xiaodong Wang:
Optimal Radio Allocation for Multi-radio Cognitive Wireless Networks. GLOBECOM 2006 - 2004
- [j2]A. S. Madhukumar, Francois P. S. Chin, Ying-Chang Liang, Kai Yang:
Single Carrier Cyclic Prefix-Assisted CDMA System with Frequency Domain Equalization for High Data Rate Transmission. EURASIP J. Wirel. Commun. Netw. 2004(1): 149-160 (2004) - [j1]Kai Yang, A. S. Madhukumar:
A two-dimensional multipath channel estimator for CDMA systems with timing-offset errors. IEEE Commun. Lett. 8(6): 333-335 (2004) - 2003
- [c3]A. S. Madhukumar, Kai Yang, Francois P. S. Chin:
Optimal and sub-optimal training sequence design for two-dimensional maximum-likelihood channel estimator for single-carrier and multicarrier quasisynchronous CDMA systems. ICASSP (4) 2003: 157-160 - [c2]Kai Yang, A. S. Madhukumar, Francois P. S. Chin:
Software-defined decision-feedback multi-user detection in frequency domain for single-carrier and multi-carrier CDMA systems - a sequential quadratic programming approach. PIMRC 2003: 1255-1259 - [c1]Kai Yang, A. S. Madhukumar, Francois P. S. Chin:
Multistage interference cancellation with frequency domain equalization for uplink transmission of single carrier cyclic prefix assisted CDMA system. WCNC 2003: 585-590
Coauthor Index
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