Preprints (P) ​

​​​​​​​​

• P7. "Explainable Adversarial Learning Framework on Physical Layer Secret Keys Combating Malicious Reconfigurable Intelligent Surface," preprint, 2024 [arXiv]

• P6. "Federated Transformed Learning for a Circular, Secure, and Tiny AI," preprint, 2024 [arXiv]

• P5. "Securing Autonomous Air Traffic Management: Blockchain Networks Driven by Explainable AI," preprint, 2022-23 [arXiv]

• P4. "The Rising Entropy of English in the Attention Economy," preprint, 2021-24 [arXiv]

• P3. "How to Find Opinion Leader on the Online Social Network?," preprint, 2023-24 [arXiv] 

• P2. "Nonlinear Dynamic Models of Conflict via Multiplexed Interaction Networks," preprint, 2019 [arXiv] [Key Paper - follow up paper on multiplexed non-linear topology for conflict prediction]

• P1. "The Spatial Ecology of War and Peace," preprint, 2017 [arXiv] [Key Paper - original research on relation of global city network topology and conflict]

​

Journal Papers (J)

​​​​​

• J157. "Reservoir Computing for Drone Trajectory Intent Prediction: A Physics Informed Approach," A. Perrusquia, W. Guo, IEEE Transactions on Cybernetics, early-access, Apr 2024 IF 11.8 Q10 [Link]

• J156. "Multi-agent Reinforcement Learning-based Passenger Spoofing Attack on Mobility-as-a-Service," KF. Chu, W. Guo, IEEE Transactions on Dependable and Secure Computing, Apr 2024 IF 7.3 Q10 [Link]

• J155. "Characterizing China's road network development from a spatial entropy perspective," J. Pan, X. Zhao, W. Guo, Y. Feng, Y. Liu, J. Zhu, J. Fang, Journal of Transport Geography, vol.116, Apr 2024, IF 6.1 Q10 [Link]

• J154. "Network-Entropy-based Morphological Polycentricity in 1851-1881 England and Wales," M. Mazzamurro, W. Guo, Environment and Planning B: Urban Analytics and City Science, Mar 2024 IF 3.5 [Link]

• J153. "Control Layer Security: Exploiting Unobservable Cooperative States of Autonomous Systems for Secret Key Generation," Z. Wei, W. Guo, IEEE Transactions on Mobile Computing, accepted, Feb 2024 IF 7.9 Q10 [Link] [Key  EPSRC TAS-S Paper - full demo of cipher key generation from cooperative control states]

• J152. "Uncovering Drone Intentions using Control Physics Informed Machine Learning," A. Perrusquia, W. Guo, B. Fraser, Z. Wei, Nature Communications Engineering, vol.3, Feb 2024 [Link] [Key RAEng Fellowship & EPSRC TAS-S Paper - learning drone behaviour intentions from observation data]

• J151. “Resilient Multi-Sensor UAV Navigation with a Hybrid Federated Fusion Architecture," S. Negru, P. Geragersian, I. Petrunin, W. Guo, Sensors, vol.24(3), Jan 2024, IF 3.9 Q1 [Link]

• J150. "Trajectory Inference of Unknown Linear Systems based on Partial States Measurements," A. Perrusquia, W. Guo, IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol.54(4), Jan 2024 IF 8.7 Q10 [Link]

• J149. "A Novel Distributed Authentication of Blockchain Technology Integration in IoT Services," A. Deep, A. Perrusquía, L. Aljaburi, S. Al-Rubaye, W. Guo, IEEE Access, vol.12, Jan 2024 IF3.9 [Link]

• J148. "Sim2Real: Generative AI to Enhance Photorealism Through Domain Transfer with GAN and 7-Chanel-360°-Paired-Images Dataset," M. Bresson, Y. Xing, W. Guo, Sensors, vol.24(1), Dec 2023 IF 3.9 Q1 [Link]

• J147. "Drone’s Objective Inference using Policy Error Inverse Reinforcement Learning," A. Perrusquia, W. Guo, IEEE Transactions on Neural Networks and Learning Systems, early access, Nov 2023 IF 10.4 Q10 [Link] [Key RAEng Fellowship Paper - identifying latent risky drone behaviour classes from observation data]

• J146. "Privacy-Preserving Federated Deep Reinforcement Learning for Mobility-as-a-Service," KF. Chu, W. Guo, IEEE Transactions on Intelligent Transportation Systems, vol.25(2), Oct 2023 IF 9.55 Q10 [Link]

• J145. "Physics Informed Trajectory Inference of a Class of Nonlinear Systems using a Closed-Loop Output Error Technique," A. Perrusquia, W. Guo, IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol.53(12), Aug 2023 IF 8.7 Q10 [Link]

• J144. "Control Layer Security: A New Security Paradigm
  for Cooperative Autonomous Systems," W. Guo, Z. Wei, O. Gonzalez, A. Perrusquia, A. Tsourdos, IEEE Vehicular Technology Magazine, vol.19(1), Jul 2023 IF 8.1 Q10 [Link] [Key Paper - identifying new physical unobservable attributes to encrypt digital data in swarm robotics]

• J143. "Deep Reinforcement Learning of Passenger Behavior in Multimodal Journey Planning with Proportional Fairness," KF. Chu, W. Guo, Neural Computing and Applications, Jul 2023 IF 6 [Link]

• J142. "Review of Physical Layer Security in Molecular Internet of Nano-Things," S. Qiu, Z. Wei, Y. Huang, M. Abbaszadeh, J. Charmet, B. Li, W. Guo, IEEE Transactions on NanoBioscience, vol.23(11), Jun 2023 IF 3.9 [Link]

• J141. "Machine Learning-enabled Globally Guaranteed Evolutionary Computation," B. Li, Z. Wei, J. Wu, S. Yu, T. Zhang, C. Zhu, D. Zheng, W. Guo, C. Zhao, J. Zhang, Nature Machine Intelligence, vol.5(4), Apr 2023 IF 23.8 Q10 [Link] [Key Paper - identifying low rank attention space to guarantee performance in evolutionary optimisation] [Cover Issue]

• J140. "Scarce Data Driven Deep Learning of Drones via Generalized Data Distribution Space," C. Li, S. Sun, Z. Wei, A. Tsourdos, W. Guo, Neural Computing and Applications, early access, Apr 2023 IF 6  [Link] [Key Paper - understanding difficult to learn and adversarial connected deep features for low-shot learning]

• J139. "Adversarial Reconfigurable Intelligent Surface Against Physical Layer Key Generation," Z. Wei, B. Li, W. Guo, IEEE Transactions on Information Forensics & Security, vol.18, Apr 2023 IF 6.8 Q10 [Link]

• J138. "Reward Inference of Discrete-time Expert's Controllers: A Complementary Learning Approach," A. Perrusquia, W. Guo, Information Sciences,  vol.631, Apr 2023 IF 8.1 Q1 [Link]

• J137. "A Narrative Literature Review of Natural Language Processing Application to Safety Occurrence Reports," J. Ricketts, W. Guo, D. Barry, J. Pelham, Safety, vol.9(2), Apr 2023 [Link]

• J136. "Physical-layer Counterattack Strategies for the Internet of Bio-Nano things with Molecular Communication," Y. Huang, M. Wen, L. Lin, B. Li, Z. Wei, D. Tang, J. Li, W. Duan, W. Guo, IEEE Internet of Things Magazine, vol.6(2), Apr 2023

• J135. "Diversity-Based Non-Coherent Signal Detector for Molecular Communication via Reaction-Diffusion," Z. Lin, B. Li, Z. Wei, Y. Huang, W. Guo, C. Zhao, IEEE Transactions on Communications, vol.71(5), Mar 2023 IF 8.3 Q10 [Link]

• J134. "Closed-Loop Output Error Approaches for Drone's Physics Informed Trajectory Inference," A. Perrusquia, W. Guo, IEEE Transactions on Automatic Control, early-access, Mar 2023 IF 6.8 Q1 [Link] [Key Paper -RAEng funded research on trajectory inference for drones]

• J133. "Impact of Geographic Diversity on Citation of Collaborative Research," C. Naik, C. Sugimoto, V. Lariviere, C. Leng, W. Guo, MIT Press Quantitative Science Studies, to appear, Mar 2023 IF 6.4 Q1 [Link]

• J132. "Shortening the Standard Testing Time for Residual Biogas Potential (RBP) Tests Using Biogas Yield Models and Substrate Physicochemical Characteristics," Y. Liu, W. Guo, P. Longhurst, Y. Jiang, Processes, vol.11(2), Feb 2023 IF 3.5 [Link]

• J131. "A Transistor Operations Model for Deep Learning Energy Consumption Scaling," C. Li, A. Tsourdos, W. Guo, IEEE Transactions on Artificial Intelligence, vol.5(1), Dec 2022 [Link] [Key Paper - Understand energy scaling laws of deep learning]

• J130. "Uncertainty Quantification of Multi-Scale Resilience in Networked Systems with Nonlinear Dynamics using Arbitrary Polynomial Chaos," M. Zou, L. Fragonara, S. Qiu, W. Guo, Nature Scientific Reports, accepted, Dec 2022 IF 4.6 Q1

• J129. "Hippocampus Experience Inference for Safety Critical Control of Unknown Multi-Agent Linear Systems," A. Perrusquia, W. Guo, ISA Transactions, early-access, Dec 2022 IF 7.3 Q10 [Link]

• J128. "Local Assortativity Affects the Synchronizability of Scale-Free Network," M. Zou, W. Guo, IEEE Systems Journal, vol.17(2), Oct 2022, IF 4.4 Q1 [Link]

• J127. "A Closed-Loop Output Error Approach for Physics Informed Trajectory Inference using Online Data," A. Perrusquia, W. Guo, IEEE Transactions on Cybernetics, vol.68(12), Oct 2022, IF 11.8 Q10 [Link] [Key Paper -RAEng funded research on trajectory inference for drones]

• J126. "Optimal Control of Nonlinear Systems using Experience Inference Human-Behavior Learning," A. Perrusquia, W. Guo, IEEE/CAA Journal of Automatica Sinica, early-access, Sep 2022, IF 11.8 Q10 [Link]

• J125. "Analyzing Region of Attraction of Load Balancing on Complex Network," M. Zou, W. Guo, Oxford University Press Journal of Complex Networks, vol.10(4), Aug 2022, IF 2.1 [Link]

• J124. "Graph Layer Security: Encrypting Information via Common Networked Physics," Z. Wei, L. Wang, S. Sun, B. Li, W. Guo, MDPI Sensors, vol.22(10), May 2022, IF 3.9 Q1 [Link] [Key Paper - seminal research on a new form of connected-physics informed digital encryption]

• J123. "A Multi-Eavesdropper Scheme against RIS Secured LoS-dominated Channel," Z. Wei, W. Guo, B. Li, IEEE Communications Letters, vol.26(6), Apr 2022, IF 4.1 [Link] 

• J122. "Error Performance and Mutual Information for IoNT Interface System," Y. Li, L. Lin, W. Guo, D. Zhang, K. Yan, IEEE Internet of Things Journal, vol.9(12), Feb 2022, IF 10.2 Q1 [Link]

• J121. "Robust Satellite Antenna Fingerprinting under Degradation using Recurrent Neural Network," S. Qiu, K. Sava, W. Guo, Modern Physics B, vol.36(12), Feb 2022, IF 1.9 [Link]

• J120. "Robust Time Synchronisation for Industrial Internet of Things by Η∞ Output Feedback Control," Y. Zong, X. Dai, Z. Wei, M. Zou, W. Guo, Z. Gao, IEEE Internet of Things Journal, early access, Feb 2022, IF 10.2 Q1 [Link]

• J119. "An Integrated Framework on Autonomous-EV Charging and Autonomous Valet Parking (AVP) Management System," X. Zhang, X. Xia, S. Liu, Y. Cao, J. Li, W. Guo, IEEE Transactions on Transportation Electrification, vol.8(2), 2836-2852, Jan 2022, IF 7 Q1 [Link]

• J118. "Neural Network Approximation of Graph Fourier Transforms for Sparse Sampling of Networked Flow Dynamics," A. Pagani, Z. Wei, R. Silva, W. Guo, ACM Transactions on Internet Technology, vol.22(1), Sep 2021, IF 5.3 Q1 [Link] [Key Paper - discovering nonlinear graph signal compression]

• J117. "Deep Reinforcement Learning for Optimal Hydropower Reservoir Operation," W. Xu, F. Meng, W. Guo, X. Li, G. Fu, ASCE Journal of Water Resources Planning and Management, vol.147(8), Aug 2021, IF 3.1 [Link] 

• J116. "Graph hierarchy: a Novel Framework to Analyse Hierarchical Structures in Complex Networks," G. Moutsinas, C. Shuaib, W. Guo, S. Jarvis, Nature Scientific Reports, vol.11(13943), Jul 2021, IF 4.6 Q1 [Link]​

• J115. "Molecular Physical Layer for 6G in Wave-Denied Environments,"  W. Guo, M. Abbaszadeh, L. Lin, J .Charmet, P. Thomas, Z. Wei, B. Li, C. Zhao, IEEE Communications Magazine, vol.59(5), May 2021, IF 11.2 Q10 [Link]

• J114. "Signal Detection for Molecular Communication: Model-Based vs. Data-Driven Methods," H. Yu, J. Fei, Z. Wei, M. Wen, W. Guo, IEEE Communications Magazine, vol.59(5), May 2021, IF 11.2 Q10 [Link]

• J113. "Random Sketch Learning for Deep Neural Networks in Edge Computing," B. Li, P. Chen, H. Liu, W. Guo, X. Cao, J. Du, C. Zhao, J. Zhang,
  Nature Computational Science, vol.1(3), Mar 2021, IF 11.3 Q10 [Link] [Commentary] [Key Paper - DNN compression during training for tinyAI edge implementation]

• J112. "Network community structure of substorms using SuperMAG magnetometers," L. Orr, S. Chapman, J. Gjerloev, W. Guo, Nature Communications, vol.12, 1842, Mar 2021, IF 16.6 Q1 [Link] [Key Paper - dynamic network inference of geomagnetic storm formation]

• J111. "Frequency Domain Analysis and Equalization for Molecular Communication," Y. Huang, Z. Wei, M. Wen, X. Chen, Y. Tang, W. Guo, IEEE Transactions on Signal Processing, vol.69, Mar 2021, IF 5.4 Q1 [Link]

• J110. "Dynamic Complex Network Analysis of PM2.5 Concentrations in the UK, Using Hierarchical Directed Graphs," P. Broomandi, X.  Geng, W. Guo, A. Pagani, D. Topping, J. Kim, Sustainability, vol.13(4), 2021, IF 3.9 [Link]

• J109. "Kolmogorov Turbulence and Information Dissipation in Molecular Communication," M. Abbaszadeh, Y. Huang, P. Thomas, M. Wen, F. Ji, W. Guo, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, vol.7(4), 2021, IF 2.2 [Link]

• J108. "On the Accuracy and Efficiency of Sensing and Localization for Robotics," Z. Wei, B. Li, W. Hu, W. Guo, C. Zhao, IEEE Transactions on Mobile Computing, vol.22(7), 2020, IF 7.9 Q10 [Link] [Key Paper - optimal joint sensing and localization]

• J107. "Uncertainty of Resilience in Complex Networks with Nonlinear Dynamics," G. Moutsinas, M. Zou, W. Guo, IEEE Systems Journal, Nov 2020, IF 4.4 Q1 [Link] [Key Paper - explicit uncertainty trade-off between local and coupling dynamics]

• J106. "Sampling and Inference of Networked Dynamics using Log-Koopman Nonlinear Graph Fourier Transform," Z. Wei, B. Li, SC. Sun, W. Guo, IEEE Transactions on Signal Processing, Nov 2020, IF 5.4 Q1 [Link] [Key Paper - sampling of nonlinear graph signals]

• J105. "Robust Fuzzy Learning for Partially Overlapping Channels Allocation in UAV Communication Networks," C. Fan, B. Li, J. Hou, Y. Wu, W. Guo, C. Zhao, IEEE Transactions on Mobile Computing, vol.21(4), 2020, IF 7.9 Q10 [Link]

• J104. "Attention-Based LSTM with Filter Mechanism for Entity Relation Classification," Y. Jin, D. Wu, W. Guo, MDPI Symmetry, 2020, IF 2.7 Q1 [Link]

• J103. "Trustworthy Deep Learning in 6G Enabled Mass Autonomy: from Concept to Quality-of-Trust Key Performance Indicators," C. Li, W. Guo, S. Sun, S. Al-Rubaye, A. Tsourdos, IEEE Vehicular Technology Magazine, vol.15(4), Sep 2020, IF 8.1 Q10 [Link] [Key Paper - KPIs for trust in autonomous networked systems]

• J102. "Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression, and Challenges," Z. Du, Y. Deng, W. Guo, A. Nallanathan, Q. Wu, IEEE Vehicular Technology Magazine, vol.16(1), 2020, IF 8.1 Q10 [Link] [Key Paper - compression techniques for deep reinforcement learning]

• J101. "Deep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms," Y. Bai, W. Chen, J. Chen, W. Guo, Elsevier Signal Processing, vol.177, Aug 2020, IF 4.4 Q1 [Link]

• J100. "Molecular Signal Tracking and Detection Methods in Fluid Dynamic Channels," M. Abbaszadeh, I. Atthanayake, P. Thomas, W. Guo, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, vol.6(2), 2020, IF 2.2 [Link]

• J99. "Signal Detection for Molecular MIMO Communications with Asymmetrical Topology," C. Wu, L. Lin, W. Guo, H. Yan, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, vol.6(1), 2020, IF 2.2 [Link]

• J98. "Inference in Turbulent Molecular Information Channels using Support Vector Machine," J. Li, W. Zhang, X. Bao, M. Abbaszadeh, W. Guo, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, vol.6(1), 2020, IF 2.2 [Link]

• J97. "Explainable Artificial Intelligence (XAI) for 6G: Improving Trust between Human and Machine," W.Guo, IEEE Communications Magazine, vol.58(6), 2020 IF 11.2 Q10 [Link] [Key Paper - explainable deep learning for communications]

• J96. "Molecular Communication via Subdiffusion with a Spherical Absorbing Receiver," S. Huang, L. Lin, J. Xu, W. Guo, H. Yan, IEEE Wireless Communications Letters, vol.9(10) June 2020, IF 5.3 Q1 [Link]

• J95. "A Review of Methods to Study Resilience of Complex Engineering and Engineered Systems," S. Naghshbandi, L. Varga, A. Purvis, R. McWilliam, E. Minisci, M. Vasile, M. Troffaes, T. Sedighi, W. Guo, E. Manley, D. Jones, IEEE Access, vol.9(10), Apr 2020, IF 3.9 [Link]

• J94. "Initial Distance Estimation and Signal Detection for Diffusive Mobile Molecular Communication," S. Huang, L. Lin, W. Guo, H. Yan, J. Xu, F. Liu, IEEE Transactions on NanoBioscience, vol.19(3), Apr 2020 IF 3.9 [Link]

• J93. "Ant-behavior Inspired Intelligent NanoNet for Targeted Drug Delivery in Cancer Therapy," L. Lin, F. Huang, H. Yan, F. Liu, W. Guo, IEEE Transactions on NanoBioscience, vol.19(3), Apr 2020 IF 3.9 [Link]

• J92. "Monitoring Embedded Flow Networks using Graph Fourier Transform Enabled Sparse Molecular Relays," Z. Wei, A. Pagani, B. Li, W. Guo, IEEE Communications Letters, vol.24(5), Mar 2020 IF 4.1

• J91. "Node-Level Resilience Loss in Dynamic Complex Networks," G. Moutsinas, W. Guo, Nature Scientific Reports, vol.10(3599), 2020 IF 4.6 Q1 [Link] [Key Paper - multi-scale resilience and robustness prediction for nonlinear networks]

• J90. "Organisational Social Influence on Directed Hierarchical Graphs, from Tyranny to Anarchy", C. Pilgrim, W. Guo, S. Johnson, Nature Scientific Reports, vol.10(4388), 2020, IF 4.6 Q1 [Link]

• J89. "A Survey of Online Data-Driven Proactive 5G Network Optimisation Using Machine Learning," B. Ma, W. Guo, J. Zhang, IEEE Access, vol.8, Feb 2020, IF 3.9 Q2 [Link]

• J88. "Quantifying Networked Resilience via Multi-Scale Feedback Loops in Water Distribution Networks," A. Pagani, F. Meng, G. Fu, M. Musolesi, W. Guo, ASCE Journal of Water Resources Planning and Management, vol.146(6), 2020, IF 3.1 Q2 [Link]

• J87. "Radiation Absorption Noise for Molecular Information Transfer," S. Singh, S. Singh, W. Guo, S. Mishra, S. Kumar, IEEE Access, vol.8(1), pp.6379-6387, 2020, IF. 3.9 Q2 [Link]

• J86. "CSI-Independent Non-Linear Signal Detection in Molecular Communications," B. Li, W. Guo, X. Wang, Y. Deng, Y. Lan, C. Zhao, A. Nallanathan, IEEE Transactions on Signal Processing, vol.68, pp.97-112, Dec 2019, IF 5.4 Q1 [Link] [Key Paper - stochastic resonance signal detectors]

• J85. "Probabilistic Stability of Traffic Load Balancing on Wireless Complex Networks," G. Moutsinas, W. Guo, IEEE Systems Journal, early-access, Dec 2019, IF 4.4 Q1 [Link] [Key Paper - stability proof for arbitrary geometry and load balancing actions]

• J84. "High-dimensional Metric Combining for Non-coherent Molecular Signal Detection," Z. Wei, W. Guo, B. Li, J. Charmet, C. Zhao, IEEE Transactions on Communications, Dec 2019, IF 8.3 Q10 [Link] 

• J83. "Gang Confrontation: The case of Medellin (Colombia)," J. Botero, W. Guo, G. Mosquera, A. Wilson, S. Johnson, G. Aguirre-Garcia, L. Pachon, PLOS ONE, vol.14(12): e0225689, Dec 2019, IF 3.8 Q2 [Link]

• J82. "Hamming-Luby Rateless Codes for Molecular Erasure Channels," Z. Wei, B. Li, W. Hu, W. Guo, C. Zhao, Elsevier Nano Communication Networks, vol.23, 2019, IF 2.3 [Link]

• J81. "Optimal Sampling for Dynamic Complex Networks with Graph-Bandlimited Initialization," Z. Wei, B. Li, W. Guo, IEEE Access, vol.7(1), pp.150295-150305, Oct 2019, IF 3.5 Q2 [Link] [Key Paper - explicit link between graph sampling to topology and dynamics]

• J80. "Optimal Sampling of Water Distribution Network Dynamics using Graph Fourier Transform," Z. Wei, A. Pagani, G. Fu, I. Guymer, W. Chen, J. McCann, W. Guo, IEEE Transactions on Network Science and Engineering, vol.7(3), pp. 1570-1582, Sep 2019, IF 5 Q1 [Link] [Key Paper - data driven low-rank graph sampling]

• J79. "Sequential Bayesian Detection of Spike Activities from Fluorescence Observations," Z. Wei, B. Li, W. Guo, W. Hu, C. Zhao, IEEE Transactions on Molecular, Biological and Multiscale Communications, vol.5(1), pp.3-18, Oct 2019, IF 2.2 [Link]

• J78. "Deep Learning for Bridge Load Capacity Estimation in Post-Disaster and -Conflict Zones," A. Pamuncak, W. Guo, A. Soliman-Khaled, I. Laory, Royal Society Open Science, vol.6(12), Dec 2019, IF 3.7 Q2 [Link]

• J77. "LSTM-CRF Neural Network with Gated Self Attention for Chinese NER," Y. Jin, J. Xie, W. Guo, C. Luo, D. Wu, R. Wang, IEEE Access, vol.7(1), pp.136694-136703, Sep 2019, IF 3.5 Q2 [Link]

• J76. "Assessing Simulations of Imperial Dynamics and Conflict in the Ancient World," J. Madge, G. Colavizza, J. Hetherington, W. Guo, A. Wilson, Cliodynamics, vol.10(2), pp.25-39, Sep 2019 [Link]

• J75. "Common Statistical Patterns in Urban Terrorism," W. Guo, Royal Society Open Science, vol.6(9), pp.190645, Sep 2019, IF 3.7 Q2 [Link]

• J74. "Analytical Evaluation of Cellular Network Uplink Channels with Higher Order Sectorization Deployments," J. He, W. Guan, W. Guo, W. Liu, W. Cheng, IEEE Transactions on Vehicular Technology, early-access, Jul 2019, IF 6.2 Q1 [Link]

• J73. "Uncertainty Quantification in Molecular Signals using Polynomial Chaos Expansion," M. Abbaszadeh, G. Moutsinas, P. Thomas, W. Guo, IEEE Transactions on Molecular, Biological and Multiscale Communications, vol.4(4), pp.248-256, Aug 2019, IF 2.2 [Link] 

• J72. "Molecular Information Delivery in Porous Media," Y. Fang, W. Guo, M. Icardi, A. Noel, N. Yang, IEEE Transactions on Molecular, Biological and Multiscale Communications, vol.4(4), pp.257-262, Aug 2019 [Link]

• J71. "Mapping Consumer Sentiment Towards Wireless Services using Geospatial Twitter Data," W. Qi, R. Procter, J. Zhang, W. Guo,  IEEE Access, vol.7(1), Aug 2019, IF 3.5 Q2 [Link] 

• J70. "On Flow-Induced Diffusive Mobile Molecular Communication: First Hitting Time and Performance Analysis," N. Varshney, W. Haselmayr, W. Guo, IEEE Transactions on Molecular, Biological and Multiscale Communications, vol.4(4), pp.195-207, Jul 2019, IF 2.2 [Link]

• J69. "Explosive Synchronization of Multi-layer Frequency-Weighted Coupled Complex Systems," Y. Jin, L. Yao, W. Guo, R. Wang, X. Wang, X. Luo, IOP Chinese Physics B, vol.28(7), pp.070502, Jul 2019 [Link]  

• J68. "Text Classification Based on Conditional Reflection," Y. Jin, C. Luo, W. Guo, J. Xie, D. Wu, R. Wang, IEEE Access, vol.7(1), pp.76712-76719, Jun 2019, IF 3.5 Q2 [Link]

• J67. "Global Air Transport Complex Network: Multi-Scale Analysis,"  W. Guo, B. Toader, R. Feier, G. Mosquera, F. Ying, S. Oh, M. Williams, A. Krupp, Springer Nature Applied Sciences (SNAS), vol.1(7), June 2019 [Link]

• J66. "HS2 Railway Embankment Monitoring: Effect of Soil Condition on Underground Signals," S. Qiu, C. Mias, W. Guo, X. Geng, Springer Nature Applied Sciences (SNAS), vol.1(6), May 2019 [Link]

• J65. "Resilience or Robustness: Identifying Topological Vulnerabilities in Rail Networks," A. Pagani, G. Mosquera, A. Alturki, S. Johnson, S. Jarvis, A. Wilson, W. Guo, L. Varga, Royal Society Open Science, vol.6(2), Feb 2019, IF 3.6 Q2 [Link]​​

• J64. "Metric Combinations in Non-coherent Signal Detection for Molecular Communication," S. Liu, B. Li, C. Zhao, W. Guo, Z. Wei, Elsevier Nano Communication Networks, vol.20, pp.1-10, Feb 2019, IF 2.3 [Link]

• J63. "Kalman Prediction-Based Neighbor Discovery and its Effect on Routing Protocol in Vehicular Ad Hoc Networks," C. Liu, G. Zhang, W. Guo, R. He, IEEE Transactions on Intelligent Transportation Systems, Jan 2019, IF 9.6 Q10 [Link]

• J62. "Towards High Capacity Molecular Communications using Sequential Vortex Rings," M. Abbaszadeh, P. Thomas, W. Guo, IEEE Transactions on Molecular, Biological and Multiscale Communications, vol.4(1), pp.39-42, Dec 2018, IF 2.2 [Link] 

• J61. "Normal Inverse Gaussian Approximation for Arrival Time Difference in Flow-Induced Molecular Communications," W. Haselmayr, D. Efrosinin, W. Guo, IEEE Transactions on Molecular, Biological and Multiscale Communications, vol.3(4), pp.259-264, Dec 2018, IF 2.2 [Link]

• J60. "Communication System Design and Analysis for Asynchronous Molecular Timing Channels," N. Farsad, Y. Morin, W. Guo, C. Chae, A. Eckford, A. Goldsmith, IEEE Transactions on Molecular, Biological and Multiscale Communications, vol.3(4), pp.239-253, Dec 2018, IF 2.2 [Link]

• J59. "Spectrum Detection and Link Quality Assessment for Heterogeneous Shared Access Networks," B. Li, W. Guo, H. Zhang, C. Zhao, S. Li, A. Nallanathan, IEEE Transactions on Vehicular Technology, vol.68(2), pp.1431-1445, Dec 2018, IF 6.2 Q1 [Link] 

• J58. "Retool AI to Forecast and Limit Wars," W. Guo, K. Gleditsch, A. Wilson, Nature, vol. 562, 331-333, Oct 2018, IF 69.5, Q1 Altmetric 124 [Link] [Impact Case: UK Parliament POST Briefing​] [Key Paper - seminal vision paper on AI for conflict prediction]

• J57. "On the Impact of Transposition Errors in Diffusion-Based Channels," W. Haselmayr, N. Varshney, A. Asyhari, A. Springer, W. Guo, IEEE Transactions on Communications, vol.67(1), Sep 2018, IF 6.2 Q1 [Link]

• J56. "Data-Driven Deployment and Cooperative Self-Organization in Ultra-Dense Small Cell Networks," Z. Du, Y. Sun, W. Guo, Y. Xu, Q. Wu, J. Zhang, IEEE Access, vol.6, Apr 2018, IF 3.5 Q2 [Link]

• J55. "Asynchronous Device Detection for Cognitive Device-to-Device Communications," B. Li, W. Guo, Y. Liang, C. An, C. Zhao, IEEE Transactions on Wireless Communications, vol.17(4), pp. 2443-2456, Feb 2018, IF 8.3 Q10 [Link] [Key Paper]

• J54. "RACH Preamble Repetition in NB-IoT Network," N. Jiang, Y. Deng, M. Condoluci, A. Nallanathan, W. Guo, M. Dohler, IEEE Communications Letters, vol.22(6), pp.1244-1247, Jan 2018, IF 3.5 Q2 [Link]

• J53. "One Symbol Blind Synchronization in SIMO Molecular Communication Systems," Z. Luo, L. Lin, W. Guo, S. Wang, F. Liu, H. Yan, IEEE Wireless Communications Letters, vol.7(4), pp.530-533, Jan 2018, IF 5.3 Q1 [Link]

• J52. "5G Multiscale Mobility : A Look at Current and Upcoming Models in the Next Technology Era," A. Orsino, W. Guo, G. Araniti, IEEE Vehicular Technology Magazine, vol.13(1), pp.120-129, 2018, IF 13.6 Q10 [Link] 

• J51. "Global Network Centrality of University Rankings," W. Guo, M. Del Vecchio, G. Pogrebna, Royal Society Open Science, vol.4(10), Nov 2017, IF 3.6 Q2 Altmetric 24 [Open Access] [Media] [Dryad Data] [Cover Feature]

• J50. "SMIET: Simultaneous Molecular Information and Energy Transfer," W. Guo, Y. Deng, B. Yilmaz, N. Farsad, M. Elkashlan, A. Eckford, A. Nallanathan, C. Chae, IEEE Wireless Communications, vol.25(1), pp.2-9, Nov 2017, IF 12.7 Q1[Link] 

• J49. "Analyzing Large-Scale Multiuser Molecular Communication via 3D Stochastic Geometry," Y. Deng, A. Noel, W. Guo, A. Nallanathan, M. Elkashlan, IEEE Transactions on Molecular, Biological and Multiscale Communications, vol.3(2), pp.122-133, Sep 2017, IF 2.2 [Link] [Key Paper - stochastic geometry in 3D for molecular networks]

• J48. "Bacterial Relay for Energy Efficient Molecular Communications," S. Qiu, W. Haselmayr, B. Li, C. Zhao, W. Guo, IEEE Transactions on NanoBioscience, vol.16(7), pp.555-562, Aug 2017, IF 1.9 Altmetric 2 [Link] [Cover Feature]

• J47. "Learning-based Spectrum Sharing and Spatial Reuse in mm-Wave Ultra Dense Networks," C. Fan, B. Li, C. Zhao, W. Guo, Y. Liang, IEEE Transactions on Vehicular Technology, vol.67(6), pp.4954-4968, Aug 2017, IF 6.2 Q1 [Link] 

• J46. "Google Trends can Improve Surveillance of Type 2 Diabetes," N. Tkachenko, S. Chotvijit, N. Gupta, E. Bradley, C. Gilks, W. Guo, H. Crosby, E. Shore, M. Thiarai, R. Procter, S. Jarvis, Nature Scientific Reports, vol. 7(1), pp.1-10, Jun 2017, IF 5 Q1Altmetric 98 [Gold Open Access]

• J45. "Transposition Errors in Diffusion-Based Mobile Molecular Communication," W. Haselmayr, S. Aejaz, A. Asyhari, A. Springer, W. Guo, IEEE Communications Letters, vol.21(9), pp.1973-1976, May 2017, IF 3.5 Q2 [Link]

• J44. "Uncovering Wireless Blackspots using Twitter Data," W. Guo, J. Zhang, IET Electronics Letters, vol. 53(12), pp. 814-816, Apr 2017, IF 1.3 [Link]

• J43. "Interference-Aware Multi-Hop Path Selection for D2D Communications in a Cellular Interference Environment," H. Yuan, W. Guo, Y. Jin, S. Wang, M. Ni, IET Communications, Apr 2017, vol.11(11), pp.1741-1750, IF 1.8 [Link]

• J42. "Molecular Channel Fading due to Diffusivity Fluctuations," S. Qiu, T. Asyhari, W. Guo, S. Wang, B. Li, C. Zhao, M. Leeson, IEEE Communications Letters, vol.21(3), pp.676-679, Mar 2017, IF 3.5 Q2 [Link]

• J41. "Enabling Energy Efficient Molecular Communication via Molecule Energy Transfer," Y. Deng, W. Guo, A. Noel, M. Elkashlan, A. Nallanathan, IEEE Communications Letters, vol.21(2), pp.254-257, Feb 2017, IF 3.5 Q2 [Link] 

• J40. "Simultaneous Information and Energy Flow for IoT Relay Systems with Crowd Harvesting," W. Guo, S. Zhou, Y. Chen, S. Wang, X. Chu, Z. Niu, IEEE Communications Magazine, vol.54(11), pp.143-149, Nov 2016, IF 9 Q1 [Link]

• J39. "Iunius: A Cross Layer Peer-to-Peer System with Device-to-Device Communications," Y. Wu, S. Wang, W. Liu, W. Guo, X. Chu, IEEE Transactions on Wireless Communications, vol.15(10), pp.7005-7017, Oct 2016, IF 8.3 Q10 [Link] 

• J38. "Effective Inter-Symbol Interference Mitigation with a Limited Amount of Enzymes in Molecular Communications," Y. Cho, B. Yilmaz, W. Guo, C. Chae, Wiley Transactions on Emerging Telecommunications Technologies, Sep 2016, IF 3.3 Q2 [Link]

• J37. "Eavesdropper Localization in Random Walk Channels," W. Guo, Y. Deng, B. Li, C. Zhao, A. Nallanathan, IEEE Communications Letters, vol.20(9), pp.1776-1779, Sep 2016, IF 2.7 Q2 [Link] 

• J36. "Low-Complexity Energy-Efficient Resource Allocation for Delay-Tolerant Two-Way Orthogonal Frequency-Division Multiplexing Relays," T. Yu, Y. Jin, W. Guo, C. Fang, W. Deng, T. Wang, IET Communications, vol.10(17), pp.2488-2495, Aug 2016, IF 1.8 [Link]

• J35. "Molecular Communications: Channel Model and Physical Layer Techniques," W. Guo, T. Asyhari, N. Farsad, H. B. Yilmaz, B. Li, A. Eckford, C-B. Chae, IEEE Wireless Communications, vol.23(4), pp.120-127, Aug 2016, IF 12.7 Q1 [Link] 

• J34. "Long Range and Duration Underwater Localization using Molecular Messaging," S. Qiu, W. Guo, B. Li, Y. Wu, X. Chu, S. Wang, Y. Dong, IEEE Transactions on Molecular, Biological and Multiscale Communications, vol.1(4), pp.363-370, Jul 2016, IF 2.2 [Link] 

• J33. "Estimating Mobile Traffic Demand using Twitter," B. Yang, W. Guo, B. Chen, G. Yang, J. Zhang, IEEE Wireless Communications Letters, vol.5(4), pp. 380-383, May 2016, IF 5.3 Q1 Altmetric 4 [Gold Open Access] [Key Paper - estimate wireless traffic from social media]

• J32. "Device-to-device (D2D) Meets LTE-Unlicensed," Y. Wu, W. Guo, H. Yuan, L. Li, S. Wang, X. Chu, J. Zhang, IEEE Communications Magazine, vol.54(5), pp.154-159, May 2016, IF 9 Q1 [Link]​

• J31. "Interference Reduction via Enzyme Deployment for Molecular Communication," H. B. Yilmaz, Y. Cho, W. Guo, C-B. Chae, IET Electronics Letters, vol.52(13), pp.1094-1096, Apr 2016, IF 1.3 [Link]

• J30. "Local Convexity Inspired Low-complexity Non-coherent Signal Detector for Nano-scale Molecular Communications," B. Li, M. Sun, S. Wang, W. Guo, C. Zhao, IEEE Transactions on Communications, vol.64(5), pp.2079-2091, Mar 2016, IF 6.2 Q1 [Link] [Key Paper - first to develop low complexity nano-comm. signal processing]

• J29. “Core Identification and Attack Strategies Against Regenerative Complex Networks,” W. Guo, X. Lu, IET Electronics Letters, vol.52(6), pp.450-452, Feb 2016, IF 1.3 [Link​]

• J28. "A Comprehensive Survey of Recent Advancements in Molecular Communication," N. Farsad, H. B. Yilmaz, A. Eckford, C-B. Chae, W. Guo, IEEE Communications Surveys and Tutorials, vol.18(3), pp.1887-1919, Feb 2016, IF 33.8 Q1 Altmetric 1 [Link] 

• J27. "Low-complexity Non-coherent Signal Detection for Nano-Scale Molecular Communications," B. Li, M. Sun, S. Wang, W. Guo, C. Zhao, IEEE Transactions on NanoBioscience, vol.15(1), pp.3-10, Dec 2015, IF 1.9 [Link]

• J26. "Smartphone Data Usage: Downlink and Uplink Asymmetry," B. Yang, W. Guo, Y. Jin, S. Wang, IET Electronics Letters, vol.52(3), pp.243-245, Nov 2015, IF 1.3 Altmetric 1 [Gold Open Access] 

• J25. "Outage Probability for Multi-hop D2D Communications with Shortest Path Routing," S. Wang, W. Guo, Z. Zhou, Y. Wu, X. Chu, IEEE Communications Letters, vol.19(11), pp.1997-2000, Sep 2015, IF 3.5 Q2 [Link]

• J24. "Molecular versus Electromagnetic Wave Propagation Loss in Macro-Scale Environments," W. Guo, C. Mias, N. Farsad, J. L. Wu, IEEE Transactions on Molecular, Biological and Multiscale Communications, vol.1(1), pp.18-25, Aug 2015 [Link], IF 2.2 [Key Paper - envelopes for communication bounds between diffusion and EM waves]

• J23. "Molecular Communications with Longitudinal Carrier Waves: Baseband to Passband Modulation," W. Guo, B. Li, S. Wang, W. Liu, IEEE Communications Letters, vol.19(9), pp.1512-1515, June 2015, IF 3.5 Q2 [Link]

• J22. "An Experimental Nakagami Distributed Noise Model for Molecular Communication Channels with No Drift," S. Qiu, W. Guo, S. Wang, IET Electronics Letters, vol. 51(8), pp.611-613, Apr 2015, IF 1.3 [Link]

• J21. "Coexistence of Wi-Fi and Heterogeneous Small Cell Networks Sharing Unlicensed Spectrum," H. Zhang, X. Chu, W. Guo, S. Wang, IEEE Communications Magazine, vol.53(3), pp.158-164, Mar 2015, IF 9 Q1 [Link] 

• J20. "Interference Allocation for Green Multimedia Delivery," S. Wang, W. Guo, C. Khirallah, D. Vukobratovic, J. Thompson, IEEE Transactions on Vehicular Technology, vol.63(5), pp.2059-2070, Jun 2014, IF 6.2 Q1 [Link]

• J19. "Three-Dimensional SOlar RAdiation Model and its Application to 3-D Urban Planning," R. Erdelyi, Y. Wang, W. Guo, E. Hanna, G. Colantuono, Elsevier Solar Energy, vol.101, pp.63-73, Mar 2014, IF 7.2 Q1 [Link] 

• J18. "Cascade Decode-and-Forward: Spatial Diversity Reuse in Sensor Networks" S. Wang, W. Guo, A. Jafari, International Journal of Sensor Networks, vol.20(4), Apr 2014, IF 1.3

• J17. "Nanoparticle Communications: from Chemical Signals in Nature to Wireless Sensor Networks," S. Qiu, W. Guo, M. Leeson, S. Wang, N. Farsad, A. Eckford, Nanotechnology Perceptions, vol.10(1), pp.29-41, Mar 2014 [Link]

• J16. "Tabletop Molecular Communication: Text Messages Through Chemical Signals" N. Farsad, W. Guo, A. Eckford, PLOS ONE, vol.8(12), pp.1-13, Dec 2013, IF 3.8 Q2 Altmetric 318 [Gold Open Access][21,000 downloads in first 2 months] [Top 10% Cited Paper] [Key Paper - first digital message sent using molecules]

• J15. "Energy and Cost Implications of a Traffic Aware and Quality-of-Service Constrained Sleep Mode Mechanism" S. Wang, W. Guo, IET Communications, vol.7(18), pp.2092-2101, Dec 2013, IF 1.8 [Link]

• J14. "Mobile Crowd-Sensing Wireless Activity with Measured Interference Power" W. Guo, S. Wang, IEEE Wireless Communications Letters, vol.2(5), pp.539-542, Oct 2013, IF 5.3 Q1 [Link] [Top 25 Downloaded Papers at end of 2013]  

• J13. "Reliable Communication Envelopes of Molecular Diffusion Channels" W. Guo, S. Wang, A. Eckford, J. L. Wu, IET Electronics Letters, vol.49(19), pp.1248–1249, Sep 2013, IF 1.3 [Link] [Featured Article with Interview]

• J12. "Relay Deployment in Cellular Networks: Planning and Optimization" W. Guo, T. O'Farrell, IEEE Journal on Selected Areas in Communications (JSAC), vol.31(8), pp.1597-1606, Oct 2013, IF 13.1 Q1 [Link] [Key Paper - optimal interference aware replay planning]

• J11. "Radio-Frequency Energy Harvesting Potential: a Stochastic Analysis" W. Guo, S. Wang, Wiley Transactions on Emerging Telecommunications Technologies, vol.24(5), pp.453–457, Aug 2013, IF 3.3 Q2 [Link]

• J10. "Automated Small-Cell Deployment for Heterogeneous Cellular Networks" W. Guo, S. Wang, X. Chu, J. Chen, H. Song, J. Zhang, IEEE Communications Magazine, vol.51(5), pp.46-53, May 2013, IF 9 Q1 Altmetric 13 [Link] 

• J9. "Dynamic Cell Expansion with Self-Organizing Cooperation" W. Guo, T. O'Farrell, IEEE Journal on Selected Areas in Communications (JSAC), vol.31(5), pp.851-860, Apr 2013, IF 13.1 Q1 [Link] [Key Paper - reinforcement learning for cell zooming]

• J8. "Interference-Aware Self-Deploying Femto-Cell" W. Guo, S. Wang, IEEE Wireless Communications Letters, vol.1(6), pp.609-612, Dec 2012, IF 5.3 Q1 [Link]

• J7. "Small-Net vs. Relays in a Heterogeneous Architecture" W. Guo, T. O'Farrell, Journal of Communications (JCM), vol.7(10), pp.716-725, Oct 2012 [Link]

• J6. "Capacity-Outage-Tradeoff for Cooperative Networks" W. Guo, I. Wassell, IEEE Journal on Selected Areas in Communications (JSAC), vol.30(9), pp.1641-1648, Oct 2012, IF 13.1 Q1 [Link] [Recommended in IEEE MMSoc] [Key Paper - cooperative network performance bounds]

• J5. "Energy Efficient Coordinated Radio Resource Management: a Two Player Sequential Game" C. Turyagyenda, T. O'Farrell, W. Guo, IET Communications, vol.6(14), pp.2239-2249, Sep 2012, IF 1.8 [Link]

• J4. "Dynamic Basestation Antenna Design for Low Energy Networks" W. Guo, J. Rigelsford, K. Ford, T. O'Farrell, Progress in Electromagnetic Research (PIER), vol.31, pp.153-158, Jul 2012, IF 6 Q1 [Link]

• J3. "Low Energy Indoor Network: Deployment Optimization" S. Wang, W. Guo, T. O'Farrell, EURASIP Journal on Wireless Communication and Networking (JWCN), 193, Jun 2012, IF 1.6 Q2 [Gold Open Access] [Recommended in IEEE Best Readings in Green Communications] 

• J2. "Environmental and Economically Sustainable Cellular Networks" W. Guo, S. Wang, T. O'Farrell, Journal of Green Engineering, vol.2(3), pp.273-283, May 2012 [Gold Open Access]

• J1. "Exact and Asymptotic Outage Probability Analysis for Decode-and-Forward Networks" I. Chatzigeorgiou, W. Guo, I. Wassell, IEEE Transactions on Communications, vol.59(2), pp.376-381, Feb 2011, IF 6.2 Q1 [Link]