Ziyang Guo

67 papers B 4C 1Journal 50Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
ComplLLM: Fine-tuning LLMs to Discover Complementary Signals for Decision-making.
CoRR
Ziyang Guo, Yifan Wu, Jason D. Hartline, Kenneth Holstein, Jessica Hullman
2026 J jnl
Heterogeneous Multi-Agent Reinforcement Learning for Distributed Channel Access in WLANs.
IEEE Trans. Cogn. Commun. Netw.
Jiaming Yu, Le Liang, Chongtao Guo, Ziyang Guo, Shi Jin, Geoffrey Ye Li
2026 J jnl
TLHAC: Three-level hierarchical architecture of the controller of the software-defined industrial production network.
Future Gener. Comput. Syst.
Jin Chen, Ziyang Guo, Liang Tan, Kun She
2025 J jnl
A High-Speed, Low-Power, High-Reliability and Fully Single Event Double Node Upset Tolerant Design for Magnetic Random Access Memory.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jiaxin Yang, Ziyang Guo, Shixuan Wang, Jilong Liu, Yue Zhang, Weisheng Zhao, Lang Zeng, Deming Zhang
2025 J jnl
A manifold-based adversarial autoencoder with Fourier convolution for hyperspectral unmixing.
Appl. Soft Comput.
Ziyang Guo, Meixia Xiao, Fa Zhu, Xingchi Chen, Achyut Shankar, Mazdak Zamani, Sushil Kumar Singh
2025 J jnl
Conformal Prediction and Human Decision Making.
CoRR
Jessica Hullman, Yifan Wu, Dawei Xie, Ziyang Guo, Andrew Gelman
2025 B conf
Deep Reinforcement Learning Based Spatial Reuse for IEEE 802.11 bn.
WCNC
Mingjun Du, Rong Yan, Peng Liu, Ziyang Guo, Xinghua Sun
2025 J jnl
Explanations are a means to an end.
CoRR
Jessica Hullman, Ziyang Guo, Berk Ustun
2025 B conf
Heterogeneous Multi-Agent Reinforcement Learning for Channel Access in WLANs.
WCNC
Jiaming Yu, Le Liang, Ziyang Guo, Shi Jin
2025 — conf
LLM Prompt Engineering for IEEE 802.11 DCF Optimization.
ICC Workshops
Jingyi Zuo, Qiao Lan, Ziyang Guo, Peng Liu, Jian Song
2025 J jnl
Learning Multi-Access Point Coordination in Agentic AI Wi-Fi with Large Language Models.
CoRR
Yifan Fan, Le Liang, Peng Liu, Xiao Li, Ziyang Guo, Qiao Lan, Shi Jin, Wen Tong
2025 J jnl
Multi-Agent Reinforcement Learning-Based Channel Access Optimization for IEEE 802.11bn.
IEEE Trans. Green Commun. Netw.
Rong Yan, Ziyang Guo, Peng Liu, Qiao Lan, Xiao-Ping Zhang, Yuhan Dong
2025 J jnl
Progressive Hybrid-Order Hypergraph Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bing Yang, Wenke Yu, Ziyang Guo, Weiwei Sun, Jiangtao Peng
2025 J jnl
The Value of Information in Human-AI Decision-making.
CoRR
Ziyang Guo, Yifan Wu, Jason D. Hartline, Jessica Hullman
2025 J jnl
VMC: A Grammar for Visualizing Statistical Model Checks.
IEEE Trans. Vis. Comput. Graph.
Ziyang Guo, Alex Kale, Matthew Kay, Jessica Hullman
2024 — conf
A Decision Theoretic Framework for Measuring AI Reliance.
FAccT
Ziyang Guo, Yifan Wu, Jason D. Hartline, Jessica Hullman
2024 J jnl
A Statistical Framework for Measuring AI Reliance.
CoRR
Ziyang Guo, Yifan Wu, Jason D. Hartline, Jessica Hullman
2024 J jnl
Blockchain-based remote operation and maintenance network slicing resource transaction method for intelligent manufacturing products.
Comput. Commun.
Jin Chen, Ziyang Guo, Liang Tan
2024 J jnl
EVM: Incorporating Model Checking into Exploratory Visual Analysis.
IEEE Trans. Vis. Comput. Graph.
Alex Kale, Ziyang Guo, Xiaoli Qiao, Jeffrey Heer, Jessica Hullman
2024 J jnl
FCFDA: Fine-Coarse-Fine Progressive Graph Framework With Distribution Alignment for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Bing Yang, Shirui Pan, Weiwei Sun, Ziyang Guo, Zhijing Ye, Jiangtao Peng
2024 J jnl
Heterogeneous Multi-Agent Reinforcement Learning for Distributed Channel Access in WLANs.
CoRR
Jiaming Yu, Le Liang, Chongtao Guo, Ziyang Guo, Shi Jin, Geoffrey Ye Li
2024 J jnl
Learning-Based Autonomous Channel Access in the Presence of Hidden Terminals.
IEEE Trans. Mob. Comput.
Yulin Shao, Yucheng Cai, Taotao Wang, Ziyang Guo, Peng Liu, Jianjun Luo, Deniz Gündüz
2024 J jnl
Real-time tracking of radial artery vessel wall using a Kalman filter-based ultrasound single-plane wave RF signal time-frequency information fusion algorithm.
Biomed. Signal Process. Control.
Liyuan Liu, Xingguang Geng, Fei Yao, Ziyang Guo, Chaohong Zhang, Yitao Zhang, Haiying Zhang, Yunfeng Wang
2024 J jnl
Regularizing Scale-Adaptive Central Moment Sharpness for Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Junhong Chen, Ziyang Guo, Hong Li, C. L. Philip Chen
2024 J jnl
The Rational Agent Benchmark for Data Visualization.
IEEE Trans. Vis. Comput. Graph.
Yifan Wu, Ziyang Guo, Michalis Mamakos, Jason D. Hartline, Jessica Hullman
2024 J jnl
VMC: A Grammar for Visualizing Statistical Model Checks.
CoRR
Ziyang Guo, Alex Kale, Matthew Kay, Jessica Hullman
2024 J jnl
Vision-Based Real-Time Posture Tracking for Multiple Construction Workers.
J. Comput. Civ. Eng.
Xiao Lin, Ziyang Guo, Hongling Guo, Ying Zhou
2023 J jnl
Beep: Balancing Effectiveness and Efficiency when Finding Multivariate Patterns in Racket Sports.
CoRR
Jiang Wu, Dongyu Liu, Ziyang Guo, Yingcai Wu
2023 — conf
Deep Reinforcement Learning based Dynamic Channel Bonding for Wi-Fi Networks.
ISPA/BDCloud/SocialCom/SustainCom
Hao Chen, Peng Liu, Lizhao You, Ziyang Guo, Jianjun Luo, Xinghua Sun, Taotao Wang, Liqun Fu
2023 J jnl
EVM: Incorporating Model Checking into Exploratory Visual Analysis.
CoRR
Alex Kale, Ziyang Guo, Xiaoli Qiao, Jeffrey Heer, Jessica Hullman
2023 J jnl
Peak Age of Information Optimization of Slotted Aloha: FCFS Versus LCFS.
IEEE Trans. Netw. Sci. Eng.
Wen Zhan, Dewei Wu, Xinghua Sun, Ziyang Guo, Peng Liu, Jingjing Liu
2023 J jnl
RASIPAM: Interactive Pattern Mining of Multivariate Event Sequences in Racket Sports.
IEEE Trans. Vis. Comput. Graph.
Jiang Wu, Dongyu Liu, Ziyang Guo, Yingcai Wu
2023 J jnl
The Rational Agent Benchmark for Data Visualization.
CoRR
Yifan Wu, Ziyang Guo, Michalis Mamakos, Jason D. Hartline, Jessica Hullman
2022 B conf
3GPP Fairness Constrained Throughput Optimization for 5G NR-U and WiFi Coexistence in the Unlicensed Spectrum.
WCNC
Jiangwei Peng, Yayu Gao, Xinghua Sun, Wen Zhan, Ziyang Guo
2022 J jnl
A Sparse Oblique-Manifold Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Ziyang Guo, Anyou Min, Bing Yang, Junhong Chen, Hong Li, Junbin Gao
2022 J jnl
Deep Contrastive Self-Supervised Hashing for Remote Sensing Image Retrieval.
Remote. Sens.
Xiaoyan Tan, Yun Zou, Ziyang Guo, Ke Zhou, Qiangqiang Yuan
2022 — conf
Deep Learning Based MAC via Joint Channel Access and Rate Adaptation.
VTC Spring
Jiantao Xin, Wensen Xu, Yucheng Cai, Taotao Wang, Shengli Zhang, Peng Liu, Ziyang Guo, Jianjun Luo
2022 J jnl
Deep Manifold Structure-Preserving Spectral-Spatial Feature Extraction of Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Bing Yang, Hong Li, Ziyang Guo
2022 — conf
Deep Reinforcement Learning based Rate Adaptation for Wi-Fi Networks.
VTC Fall
Wenhai Lin, Ziyang Guo, Peng Liu, Mingjun Du, Xinghua Sun, Xun Yang
2022 — conf
Fair Coexistence in Unlicensed Band for Next Generation Multiple Access: The Art of Learning.
ICC
Haowei Xu, Xinghua Sun, Howard H. Yang, Ziyang Guo, Peng Liu, Tony Q. S. Quek
2022 J jnl
JMnet: Joint Metric Neural Network for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Anyou Min, Ziyang Guo, Hong Li, Jiangtao Peng
2022 J jnl
Learning-based Autonomous Channel Access in the Presence of Hidden Terminals.
CoRR
Yulin Shao, Yucheng Cai, Taotao Wang, Ziyang Guo, Peng Liu, Jianjun Luo, Deniz Gündüz
2022 J jnl
Multi-Agent Reinforcement Learning-Based Distributed Channel Access for Next Generation Wireless Networks.
IEEE J. Sel. Areas Commun.
Ziyang Guo, Zhenyu Chen, Peng Liu, Jianjun Luo, Xun Yang, Xinghua Sun
2022 — conf
Optimal Coexistence of NR-U with Wi-Fi under 3GPP Fairness Constraint.
ICC
Feifan Luo, Xinghua Sun, Yayu Gao, Wen Zhan, Peng Liu, Ziyang Guo
2022 J jnl
RASIPAM: Interactive Pattern Mining of Multivariate Event Sequences in Racket Sports.
CoRR
Jiang Wu, Dongyu Liu, Ziyang Guo, Yingcai Wu
2022 — conf
Synchronous Multi-Link Access in IEEE 802.11be: Modeling and Network Sum Rate Optimization.
ICC
Jie Zhang, Yayu Gao, Xinghua Sun, Wen Zhan, Peng Liu, Ziyang Guo
2022 J jnl
TacticFlow: Visual Analytics of Ever-Changing Tactics in Racket Sports.
IEEE Trans. Vis. Comput. Graph.
Jiang Wu, Dongyu Liu, Ziyang Guo, Qingyang Xu, Yingcai Wu
2021 J jnl
A Modified Huber Nonnegative Matrix Factorization Algorithm for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ziyang Guo, Anyou Min, Bing Yang, Junhong Chen, Hong Li
2021 B conf
AI-Aided Channel Quality Assessment for Bluetooth Adaptive Frequency Hopping.
PIMRC
Ziyang Guo, Peng Liu, Chunqing Zhang, Jianjun Luo, Zhongying Long, Xun Yang
2021 J jnl
Column concept determination based on multiple evidences.
Concurr. Comput. Pract. Exp.
Xianxi An, Sihan You, Ziyang Guo, Zeguang Lu, Bo Zheng, Shengfei Shi, Yan Song
2021 J jnl
Deep Learning for Intelligent Wireless MAC: Exploiting Real Data Sampled on 2.4GHz Frequency Band.
CoRR
Jiantao Xin, Wensen Xu, Yucheng Cai, Taotao Wang, Shengli Zhang, Peng Liu, Ziyang Guo, Jianjun Luo
2021 J jnl
Learning a Deep Similarity Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bing Yang, Hong Li, Ziyang Guo
2021 J jnl
Time Synchronization Attack and Countermeasure for Multisystem Scheduling in Remote Estimation.
IEEE Trans. Autom. Control.
Ziyang Guo, Yuqing Ni, Wing Shing Wong, Ling Shi
2020 J jnl
A Novel Framework for Improving Pulse-Coupled Neural Networks With Fuzzy Connectedness for Medical Image Segmentation.
IEEE Access
Peirui Bai, Kai Yang, Xiaolin Min, Ziyang Guo, Chang Li, Yingxia Fu, Chao Han, Xiang Lu, Qingyi Liu
2020 J jnl
On the Performance Analysis of Reset Attack in Cyber-Physical Systems.
IEEE Trans. Autom. Control.
Yuqing Ni, Ziyang Guo, Yilin Mo, Ling Shi
2020 — conf
Visual Analytics of Multivariate Event Sequence Data in Racquet Sports.
IEEE VAST@IEEE VIS
Jiang Wu, Ziyang Guo, Zuobin Wang, Qingyang Xu, Yingcai Wu
2019 J jnl
Secure State Estimation Against Integrity Attacks: A Gaussian Mixture Model Approach.
IEEE Trans. Signal Process.
Ziyang Guo, Dawei Shi, Daniel E. Quevedo, Ling Shi
2019 J jnl
Time Synchronization Attack and Countermeasure for Multi-System Scheduling in Remote Estimation.
CoRR
Ziyang Guo, Yuqing Ni, Wing Shing Wong, Ling Shi
2019 J jnl
Worst-Case Innovation-Based Integrity Attacks With Side Information on Remote State Estimation.
IEEE Trans. Control. Netw. Syst.
Ziyang Guo, Dawei Shi, Karl Henrik Johansson, Ling Shi
2018 J jnl
Causality Countermeasures for Anomaly Detection in Cyber-Physical Systems.
IEEE Trans. Autom. Control.
Dawei Shi, Ziyang Guo, Karl Henrik Johansson, Ling Shi
2018 J jnl
Worst-case stealthy innovation-based linear attack on remote state estimation.
Autom.
Ziyang Guo, Dawei Shi, Karl Henrik Johansson, Ling Shi
2017 J jnl
Optimal Linear Cyber-Attack on Remote State Estimation.
IEEE Trans. Control. Netw. Syst.
Ziyang Guo, Dawei Shi, Karl Henrik Johansson, Ling Shi
2017 — conf
Optimal denial-of-service attack on feedback channel against acknowledgment-based sensor power schedule for remote estimation.
CDC
Ziyang Guo, Jiazheng Wang, Ling Shi
2017 C conf
Optimal innovation-based deception attack on remote state estimation.
ACC
Shuang Wu, Ziyang Guo, Dawei Shi, Karl Henrik Johansson, Ling Shi
2017 J jnl
Optimizing Electric Taxi Charging System: A Data-Driven Approach from Transport Energy Supply Chain Perspective.
CoRR
Yinghao Jia, Yide Zhao, Ziyang Guo, Yu Xin, Huimiao Chen
2016 — conf
Optical fiber laser sensor for liquid level measurement based on multimode interference effect.
WOCC
Ziyang Guo, Qingqiang Meng, Menghui Zhou, Xinyong Dong
2016 — conf
Worst-case analysis of innovation-based linear attack on remote state estimation with resource constraint.
CDC
Ziyang Guo, Dawei Shi, Karl Henrik Johansson, Ling Shi