Kai Yang

116 papers A* 10B 9Misc 3Journal 81Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Argus: Federated Non-Convex Bilevel Learning Over 6G Space-Air-Ground Integrated Network.
IEEE Trans. Netw. Sci. Eng.
Ya Liu, Kai Yang, Yu Zhu, Keying Yang, Haibo Zhao
2026 J jnl
Federated Distributionally Robust Optimization With Non-Convex Objectives: Algorithm and Analysis.
IEEE Trans. Mob. Comput.
Yang Jiao, Kai Yang, Dongjin Song
2026 J jnl
Machine Learning Model Trading with Verification under Information Asymmetry.
CoRR
Xiang Li, Jianwei Huang, Kai Yang, Chenyou Fan
2026 A* conf
RoS-Guard: Robust and Scalable Online Change Detection with Delay-Optimal Guarantees.
AAAI
Zelin Zhu, Yancheng Huang, Kai Yang
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
Anomaly Detection in Event-Triggered Traffic Time Series via Similarity Learning.
IEEE Trans. Dependable Secur. Comput.
Shaoyu Dou, Kai Yang, Yang Jiao, Chengbo Qiu, Kui Ren
2025 J jnl
Anomaly Detection in Event-triggered Traffic Time Series via Similarity Learning.
CoRR
Shaoyu Dou, Kai Yang, Yang Jiao, Chengbo Qiu, Kui Ren
2025 J jnl
Asynchronous Decentralized Federated Anomaly Detection for 6G Networks.
IEEE Trans. Cogn. Commun. Netw.
Ya Liu, Kai Yang
2025 J jnl
Cellular Traffic Prediction via Byzantine-Robust Asynchronous Federated Learning.
IEEE Trans. Netw. Sci. Eng.
Hui Ma, Kai Yang, Yang Jiao
2025 J jnl
Cellular Traffic Prediction via Byzantine-robust Asynchronous Federated Learning.
CoRR
Hui Ma, Kai Yang, Yang Jiao
2025 A* conf
DTZO: Distributed Trilevel Zeroth Order Learning with Provable Non-Asymptotic Convergence.
ICML
Yang Jiao, Kai Yang, Chengtao Jian
2025 J jnl
Fog Intelligence for Network Anomaly Detection.
CoRR
Kai Yang, Hui Ma, Shaoyu Dou
2025 J jnl
Interventional Causal Structure Discovery Over Graphical Models With Convergence and Optimality Guarantees.
IEEE Trans. Netw. Sci. Eng.
Chengbo Qiu, Kai Yang
2025 J jnl
Machine Learning Model Trading With Verification Under Information Asymmetry.
IEEE Trans. Netw.
Xiang Li, Jianwei Huang, Kai Yang, Chenyou Fan
2025 A* conf
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization.
SIGIR
Yang Jiao, Xiaodong Wang, Kai Yang
2025 J jnl
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization.
CoRR
Yang Jiao, Xiaodong Wang, Kai Yang
2025 J jnl
RoS-Guard: Robust and Scalable Online Change Detection with Delay-Optimal Guarantees.
CoRR
Zelin Zhu, Yancheng Huang, Kai Yang
2025 J jnl
Robust Group Anomaly Detection for Quasi-Periodic Network Time Series.
CoRR
Kai Yang, Shaoyu Dou, Pan Luo, Xin Wang, H. Vincent Poor
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
Synergistic Localization and Sensing in MIMO-OFDM Systems via Mixed-Integer Bilevel Learning.
CoRR
Zelin Zhu, Kai Yang, Rui 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 J jnl
Interventional Causal Structure Discovery over Graphical Models with Convergence and Optimality Guarantees.
CoRR
Chengbo Qiu, Kai Yang
2024 J jnl
Log Anomaly Detection by Adversarial Autoencoders With Graph Feature Fusion.
IEEE Trans. Reliab.
Yuxia Xie, Kai Yang
2024 J jnl
MetaSTNet: Multimodal Meta-Learning for Cellular Traffic Conformal Prediction.
IEEE Trans. Netw. Sci. Eng.
Hui Ma, Kai Yang
2024 A* conf
Provably Convergent Federated Trilevel Learning.
AAAI
Yang Jiao, Kai Yang, Tiancheng Wu, Chengtao Jian, Jianwei Huang
2024 A* conf
Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization.
NeurIPS
Chengtao Jian, Kai Yang, Yang Jiao
2024 J jnl
Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization.
CoRR
Chengtao Jian, Kai Yang, Yang Jiao
2024 A* conf
Triadic-OCD: Asynchronous Online Change Detection with Provable Robustness, Optimality, and Convergence.
ICML
Yancheng Huang, Kai Yang, Zelin Zhu, Leian Chen
2024 J jnl
Triadic-OCD: Asynchronous Online Change Detection with Provable Robustness, Optimality, and Convergence.
CoRR
Yancheng Huang, Kai Yang, Zelin Zhu, Leian Chen
2024 J jnl
Unlocking TriLevel Learning with Level-Wise Zeroth Order Constraints: Distributed Algorithms and Provable Non-Asymptotic Convergence.
CoRR
Yang Jiao, Kai Yang, Chengtao Jian
2023 J jnl
AI Empowered Net-RCA for 6G.
IEEE Netw.
Chengbo Qiu, Kai Yang, Ji Wang, Shenjie Zhao
2023 A* conf
Asynchronous Distributed Bilevel Optimization.
ICLR
Yang Jiao, Kai Yang, Tiancheng Wu, Dongjin Song, Chengtao Jian
2023 J jnl
Federated Distributionally Robust Optimization with Non-Convex Objectives: Algorithm and Analysis.
CoRR
Yang Jiao, Kai Yang, Dongjin Song
2023 J jnl
Guest Editorial: AI-Powered Telco Network Automation: 5G Evolution and 6G.
IEEE Wirel. Commun.
Yan Xin, Kai Yang, Chih-Lin I, Sanyogita Shamsunder, Xingqin Lin, Lifeng Lai
2023 — conf
Machine Learning Model Trading with Information Asymmetry.
ICC
Xiang Li, Jianwei Huang, Kai Yang, Chenyou Fan
2023 J jnl
Provably Convergent Federated Trilevel Learning.
CoRR
Yang Jiao, Kai Yang, Tiancheng Wu, Chengtao Jian, Jianwei Huang
2023 B conf
Secrecy Wireless Information and Power Transfer in Ultra-Dense Cloud-RAN with Wireless Fronthaul.
WCNC
Ji Wang, Xinxin Ma, Le Zheng, Kai Yang, Zhao Chen, Qiaoqiao Xia
2023 J jnl
Unsupervised Deep Learning for IoT Time Series.
CoRR
Ya Liu, Yingjie Zhou, Kai Yang, Xin Wang
2023 J jnl
Unsupervised Deep Learning for IoT Time Series.
IEEE Internet Things J.
Ya Liu, Yingjie Zhou, Kai Yang, Xin Wang
2022 J jnl
AI Empowered Net-RCA for 6G.
CoRR
Chengbo Qiu, Kai Yang, Ji Wang, Shenjie Zhao
2022 J jnl
Asynchronous Distributed Bilevel Optimization.
CoRR
Yang Jiao, Kai Yang, Tiancheng Wu, Dongjin Song, Chengtao Jian
2022 A* conf
Distributed Distributionally Robust Optimization with Non-Convex Objectives.
NeurIPS
Yang Jiao, Kai Yang, Dongjin Song
2022 J jnl
Distributed Distributionally Robust Optimization with Non-Convex Objectives.
CoRR
Yang Jiao, Kai Yang, Dongjin Song
2022 J jnl
Domain Adaptive Log Anomaly Prediction for Hadoop System.
IEEE Internet Things J.
Yuxia Xie, Kai Yang
2022 J jnl
Robust Group Anomaly Detection for Quasi-Periodic Network Time Series.
IEEE Trans. Netw. Sci. Eng.
Kai Yang, Shaoyu Dou, Pan Luo, Xin Wang, H. Vincent Poor
2022 J jnl
Task-aware Similarity Learning for Event-triggered Time Series.
CoRR
Shaoyu Dou, Kai Yang, Yang Jiao, Chengbo Qiu, Kui Ren
2022 J jnl
TimeAutoAD: Autonomous Anomaly Detection With Self-Supervised Contrastive Loss for Multivariate Time Series.
IEEE Trans. Netw. Sci. Eng.
Yang Jiao, Kai Yang, Dongjin Song, Dacheng Tao
2021 J jnl
Edge-Centric Bandit Learning for Task-Offloading Allocations in Multi-RAT Heterogeneous Networks.
IEEE Trans. Veh. Technol.
Bochun Wu, Tianyi Chen, Kai Yang, Xin Wang
2021 J jnl
Extending the Welch Bound: Non-Orthogonal Pilot Sequence Design for Two-Cell Interference Networks.
IEEE Trans. Wirel. Commun.
Ji Wang, Jun Sun, Xiaodong Wang, Kai Yang, Yingzhuang Liu
2021 J jnl
LogM: Log Analysis for Multiple Components of Hadoop Platform.
IEEE Access
Yuxia Xie, Kai Yang, Pan Luo
2020 J jnl
Decoding Binary Linear Codes Over Channels With Synchronization Errors.
IEEE J. Sel. Areas Commun.
Kai Yang, Jie Ren, Chao Tian, Ji Wang, H. Vincent Poor
2020 J jnl
Fog Intelligence for Network Anomaly Detection.
IEEE Netw.
Kai Yang, Hui Ma, Shaoyu Dou
2020 J jnl
Gridless Underdetermined DOA Estimation of Wideband LFM Signals With Unknown Amplitude Distortion Based on Fractional Fourier Transform.
IEEE Internet Things J.
Yue Cui, Junfeng Wang, Haixin Sun, Hao Jiang, Kai Yang, Jiangfan Zhang
2020 J jnl
Privacy-Preserving Energy Scheduling for Smart Grid With Renewables.
IEEE Access
Kai Yang, Libin Jiang, Steven H. Low, Sijia Liu
2020 J jnl
TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series.
CoRR
Yang Jiao, Kai Yang, Shaoyu Dou, Pan Luo, Sijia Liu, Dongjin Song
2019 J jnl
Anomaly detection for cellular networks using big data analytics.
IET Commun.
Bing Li, Shengjie Zhao, Rongqing Zhang, Qingjiang Shi, Kai Yang
2019 J jnl
Guest Editorial Special Issue on AI Enabled Cognitive Communication and Networking for IoT.
IEEE Internet Things J.
Kai Yang, Sijia Liu, Lin Cai, Yasin Yilmaz, Pin-Yu Chen, Anwar Walid
2019 J jnl
MRI and PET image fusion using the nonparametric density model and the theory of variable-weight.
Comput. Methods Programs Biomed.
Zhe Liu, Yuqing Song, Victor S. Sheng, Chunyan Xu, Charlie Maere, Kaifeng Xue, Kai Yang
2019 J jnl
Multicast Precoding for Multigateway Multibeam Satellite Systems With Feeder Link Interference.
IEEE Trans. Wirel. Commun.
Ji Wang, Longfei Zhou, Kai Yang, Xiaodong Wang, Yingzhuang Liu
2019 J jnl
PC
IEEE Internet Things J.
Shaoyu Dou, Kai Yang, H. Vincent Poor
2019 J jnl
Positioning optimisation based on particle quality prediction in wireless sensor networks.
IET Networks
Chunjiong Zhang, Tao Xie, Kai Yang, Hui Ma, Yuxia Xie, Yueyao Xu, Pan Luo
2019 J jnl
Tripartite Active Learning for Interactive Anomaly Discovery.
IEEE Access
Yanqiao Zhu, Kai Yang
2019 J jnl
Utilizing Active Sensor Nodes in Smart Environments for Optimal Communication Coverage.
IEEE Access
Tao Xie, Chunjiong Zhang, Zhengwan Zhang, Kai Yang
2018 J jnl
Active Learning for Wireless IoT Intrusion Detection.
CoRR
Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang
2018 J jnl
Active Learning for Wireless IoT Intrusion Detection.
IEEE Wirel. Commun.
Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang
2018 J jnl
Design of Network Coding for Wireless Broadcast and Multicast With Optimal Decoders.
IEEE Trans. Wirel. Commun.
Guosen Yue, Kai Yang, Shengjie Zhao, H. Vincent Poor
2018 A* conf
Fusing Object Context to Detect Functional Area for Cognitive Robots.
ICRA
Hui Cheng, Junhao Cai, Quande Liu, Zhanpeng Zhang, Kai Yang, Chen Change Loy, Liang Lin
2017 — conf
A novel and robust face clustering method via adaptive difference dictionary.
ICME Workshops
Jiaxiang Ren, Shengjie Zhao, Kai Yang, Brian Nlong Zhao
2017 B conf
Decentralized Beamforming for Weighted Sum Energy Efficiency Maximization in MIMO Systems.
GLOBECOM
Fengxia Han, Shengjie Zhao, Lu Zhang, Kai Yang, Jie Shen
2017 J jnl
Deep Network Analyzer (DNA): A Big Data Analytics Platform for Cellular Networks.
IEEE Internet Things J.
Kai Yang, Ruilin Liu, Yanjia Sun, Jin Yang, Xin Chen
2017 J jnl
Millimeter Wave Communications for Future Mobile Networks (Guest Editorial), Part I.
IEEE J. Sel. Areas Commun.
Ming Xiao, Shahid Mumtaz, Yongming Huang, Linglong Dai, Yonghui Li, Michail Matthaiou, George K. Karagiannidis, Emil Björnson, Kai Yang, Chih Lin, Amitava Ghosh
2017 J jnl
Millimeter Wave Communications for Future Mobile Networks.
CoRR
Ming Xiao, Shahid Mumtaz, Yongming Huang, Linglong Dai, Yonghui Li, Michail Matthaiou, George K. Karagiannidis, Emil Björnson, Kai Yang, Chih-Lin I, Amitava Ghosh
2017 J jnl
Millimeter Wave Communications for Future Mobile Networks.
IEEE J. Sel. Areas Commun.
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
2017 — conf
Neural architecture for tibetan word segmentation.
IALP
Mengzhu Chen, Shengjie Zhao, Kai Yang
2016 J jnl
Gaussian Process Assisted Fingerprinting Localization.
IEEE Internet Things J.
Simon Yiu, Kai Yang
2016 J jnl
Robust Cooperative Wi-Fi Fingerprint-Based Indoor Localization.
IEEE Internet Things J.
Leian Chen, Kai Yang, Xiaodong Wang
2016 — conf
Spark-based rare association rule mining for big datasets.
IEEE BigData
Ruilin Liu, Kai Yang, Yanjia Sun, Tao Quan, Jin Yang
2013 J jnl
On the High Capacity lightRadio™ Metro Cell Design for Stadiums.
Bell Labs Tech. J.
Doru Calin, Aliye Özge Kaya, Bong-Ho Kim, Kai Yang, Simon Yiu
2013 J jnl
Outage-Storage Tradeoff in Frequency Regulation for Smart Grid With Renewables.
IEEE Trans. Smart Grid
Kai Yang, Anwar Walid
2013 J jnl
Outage-capacity tradeoff for smart grid with renewables.
SIGMETRICS Perform. Evaluation Rev.
Kai Yang, Anwar Walid
2013 J jnl
Privacy-Preserving Energy Scheduling in Microgrid Systems.
IEEE Trans. Smart Grid
Zhe Wang, Kai Yang, Xiaodong Wang
2013 J jnl
Robust Power Control under Channel Uncertainty for Cognitive Radios with Sensing Delays.
IEEE Trans. Wirel. Commun.
Hua Xiao, Kai Yang, Xiaodong Wang
2012 — conf
A robust MDP approach to secure power control in cognitive radio networks.
ICC
Hua Xiao, Kai Yang, Xiaodong Wang, Huai-Zong Shao
2012 — conf
Coordinated dual-layer beamforming for public safety network: Architecture and algorithms.
ICC
Kai Yang, Doru Calin, Aliye Özge Kaya, Simon Yiu
2012 B conf
Distributed STBC-OFDM and distributed SFBC-OFDM for frequency-selective and time-varying channels.
WCNC
Simon Yiu, Doru Calin, Aliye Özge Kaya, Kai Yang
2012 J jnl
Guest Editorial.
J. Commun.
Kai Yang, A. S. Madhukumar, Guosen Yue, Huahui Wang, Saeed S. Ghassemzadeh, Shiwen Mao
2012 J jnl
Interference management in LTE wireless networks [Industry Perspectives].
IEEE Wirel. Commun.
Kai Yang
2012 Misc conf
Outage-storage tradeoff in smart grid networks with renewable energy sources.
ICNC
Kai Yang, Anwar Walid
2012 — conf
Privacy constrained energy management in microgrid systems.
SmartGridComm
Zhe Wang, Kai Yang, Xiaodong Wang
2012 J jnl
Uncoordinated Beamforming for Cognitive Networks.
IEEE Trans. Commun.
Simon Yiu, Chan-Byoung Chae, Kai Yang, Doru Calin
2011 J jnl
A Message-Passing Approach to Distributed Resource Allocation in Uplink DFT-Spread-OFDMA Systems.
IEEE Trans. Commun.
Kai Yang, Narayan Prasad, Xiaodong Wang
2011 J jnl
Analysis of Message-Passing Decoding of Finite-Length Concatenated Codes.
IEEE Trans. Commun.
Kai Yang, Xiaodong Wang
2011 — conf
Cloud-based demand response for smart grid: Architecture and distributed algorithms.
SmartGridComm
Hongseok Kim, Young-Jin Kim, Kai Yang, Marina Thottan
2011 — conf
Distributed Beam Scheduling in Multi-Cell Networks via Auction over Competitive Markets.
ICC
Kai Yang, Doru Calin, Chan-Byoung Chae, Simon Yiu
2011 — conf
Uncoordinated beamforming for cognitive networks.
CrownCom
Simon Yiu, Chan-Byoung Chae, Kai Yang, Doru Calin
2009 J jnl
An auction approach to resource allocation in uplink OFDMA systems.
IEEE Trans. Signal Process.
Kai Yang, Narayan Prasad, Xiaodong Wang
2009 J jnl
Decision feedback data detection in frequency domain for single carrier cyclic prefix assisted CDMA systems: A sequential quadratic programming approach.
Digit. Signal Process.
A. S. Madhukumar, Kai Yang, Francois P. S. Chin, A. Benjamin Premkumar
2008 J jnl
A New Linear Programming Approach to Decoding Linear Block Codes.
IEEE Trans. Inf. Theory
Kai Yang, Xiaodong Wang, Jon Feldman
2008 B conf
An Auction Approach to Resource Allocation in Uplink Multi-Cell OFDMA Systems.
GLOBECOM
Kai Yang, Narayan Prasad, Xiaodong Wang
2008 J jnl
Battery-Aware Adaptive Modulation Based on Large-Scale MDP.
IEEE Trans. Wirel. Commun.
Kai Yang, Xiaodong Wang
2008 J jnl
Cross-layer network planning for multi-radio multi-channel cognitive wireless networks.
IEEE Trans. Commun.
Kai Yang, Xiaodong Wang
2008 A* conf
Distributed Robust Optimization for Communication Networks.
INFOCOM
Kai Yang, Yihong Wu, Jianwei Huang, Xiaodong Wang, Sergio Verdú
2007 B conf
Cascaded Formulation of the Fundamental Polytope of General Linear Block Codes.
ISIT
Kai Yang, Xiaodong Wang, Jon Feldman
2007 B conf
Fast ML Decoding of SPC Product Code by Linear Programming Decoding.
GLOBECOM
Kai Yang, Xiaodong Wang, Jon Feldman
2007 J jnl
Multiuser resource allocation for video transmission over a chip-interleaved multicarrier system.
Wirel. Commun. Mob. Comput.
Kai Yang, Vladimir Stankovic, Zixiang Xiong, Xiaodong Wang
2006 J jnl
A multicarrier interleave-division uwb system.
IEEE Trans. Wirel. Commun.
Kai Yang, Xiaodong Wang
2006 Misc conf
Battery-Aware Adaptive Modulation with QoS Constraints.
CISS
Kai Yang, Xiaodong Wang
2006 Misc conf
Hierarchical Power and Subcarrier Allocation for Multicarrier Two-Layer Chip-Interleaved Multiuser UWB System.
CISS
Kai Yang, Xiaodong Wang
2006 — conf
Network planning for multi-radio cognitive wireless networks.
EUSIPCO
Kai Yang, Xiaodong Wang
2006 J jnl
Nonlinear Programming Approaches to Decoding Low-Density Parity-Check Codes.
IEEE J. Sel. Areas Commun.
Kai Yang, Jon Feldman, Xiaodong Wang
2006 B conf
Optimal Radio Allocation for Multi-radio Cognitive Wireless Networks.
GLOBECOM
Kai Yang, Xiaodong Wang
2004 J jnl
A two-dimensional multipath channel estimator for CDMA systems with timing-offset errors.
IEEE Commun. Lett.
Kai Yang, A. S. Madhukumar
2004 J jnl
Single Carrier Cyclic Prefix-Assisted CDMA System with Frequency Domain Equalization for High Data Rate Transmission.
EURASIP J. Wirel. Commun. Netw.
A. S. Madhukumar, Francois P. S. Chin, Ying-Chang Liang, Kai Yang
2003 B conf
Multistage interference cancellation with frequency domain equalization for uplink transmission of single carrier cyclic prefix assisted CDMA system.
WCNC
Kai Yang, A. S. Madhukumar, Francois P. S. Chin
2003 — conf
Optimal and sub-optimal training sequence design for two-dimensional maximum-likelihood channel estimator for single-carrier and multicarrier quasisynchronous CDMA systems.
ICASSP (4)
A. S. Madhukumar, Kai Yang, Francois P. S. Chin
2003 B conf
Software-defined decision-feedback multi-user detection in frequency domain for single-carrier and multi-carrier CDMA systems - a sequential quadratic programming approach.
PIMRC
Kai Yang, A. S. Madhukumar, Francois P. S. Chin