- Guillermo Bernárdez, José Suárez-Varela, Albert López, Xiang Shi, Shihan Xiao, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio:
MAGNNETO: A Graph Neural Network-based Multi-Agent system for Traffic Engineering. CoRR abs/2303.18157 (2023) - Jingrong Chen, Yongji Wu, Shihan Lin, Yechen Xu, Xinhao Kong, Thomas Anderson, Matthew Lentz, Xiaowei Yang, Danyang Zhuo:
Remote Procedure Call as a Managed System Service. CoRR abs/2304.07349 (2023) - Songyang Gao, Shihan Dou, Yan Liu, Xiao Wang, Qi Zhang, Zhongyu Wei, Jin Ma, Ying Shan:
DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization. CoRR abs/2306.15164 (2023) - Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan:
On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection. CoRR abs/2306.15705 (2023) - Guillermo Bernárdez, José Suárez-Varela, Xiang Shi, Shihan Xiao, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio:
GraphCC: A Practical Graph Learning-based Approach to Congestion Control in Datacenters. CoRR abs/2308.04905 (2023) - Jianhao Zhang, Shihan Ma, Peihong Liu, Jinhui Yuan:
Coop: Memory is not a Commodity. CoRR abs/2311.00591 (2023) - 2022
- Paul Almasan, Miquel Ferriol Galmés, Jordi Paillisse, José Suárez-Varela, Diego Perino, Diego R. López, Antonio Agustin Pastor Perales, Paul Harvey, Laurent Ciavaglia, Leon Wong, Vishnu Ram, Shihan Xiao, Xiang Shi, Xiangle Cheng, Albert Cabellos-Aparicio, Pere Barlet-Ros:
Network Digital Twin: Context, Enabling Technologies, and Opportunities. IEEE Commun. Mag. 60(11): 22-27 (2022) - Miquel Ferriol Galmés, José Suárez-Varela, Jordi Paillisse, Xiang Shi, Shihan Xiao, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio:
Building a Digital Twin for network optimization using Graph Neural Networks. Comput. Networks 217: 109329 (2022) - Shaobin Huang, Zhisheng Ma, Shihang Yu, Yang Han:
New discrete-time zeroing neural network for solving time-variant underdetermined nonlinear systems under bound constraint. Neurocomputing 487: 214-227 (2022) - Manjun Tian, Xiali Li, Shihan Kong, Licheng Wu, Junzhi Yu:
A modified YOLOv4 detection method for a vision-based underwater garbage cleaning robot. Frontiers Inf. Technol. Electron. Eng. 23(8): 1217-1228 (2022) - Shihan Ma, Chen Chen, Jiamin Zhao, Dong Han, Xinjun Sheng, Dario Farina, Xiangyang Zhu:
Analytical Modelling of Surface EMG Signals Generated by Curvilinear Fibers With Approximate Conductivity Tensor. IEEE Trans. Biomed. Eng. 69(3): 1052-1062 (2022) - Shihan Kong, Zhengxing Wu, Changlin Qiu, Manjun Tian, Junzhi Yu:
An FM*-Based Comprehensive Path Planning System for Robotic Floating Garbage Cleaning. IEEE Trans. Intell. Transp. Syst. 23(12): 23821-23830 (2022) - Shihan Lu, Mianlun Zheng, Matthew C. Fontaine, Stefanos Nikolaidis, Heather Culbertson:
Preference-Driven Texture Modeling Through Interactive Generation and Search. IEEE Trans. Haptics 15(3): 508-520 (2022) - Miquel Ferriol Galmés, Krzysztof Rusek, José Suárez-Varela, Shihan Xiao, Xiang Shi, Xiangle Cheng, Bo Wu, Pere Barlet-Ros, Albert Cabellos-Aparicio:
RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation. INFOCOM 2022: 2018-2027 - Majid Ghaderi, Wenjie Liu, Shihan Xiao, Fenglin Li:
Learning Traffic Encoding Matrices for Delay-Aware Traffic Engineering in SD-WANs. NOMS 2022: 1-9 - Paul Almasan, Miquel Ferriol Galmés, Jordi Paillisse, José Suárez-Varela, Diego Perino, Diego R. López, Antonio Agustin Pastor Perales, Paul Harvey, Laurent Ciavaglia, Leon Wong, Vishnu Ram, Shihan Xiao, Xiang Shi, Xiangle Cheng, Albert Cabellos-Aparicio, Pere Barlet-Ros:
Digital Twin Network: Opportunities and Challenges. CoRR abs/2201.01144 (2022) - Miquel Ferriol Galmés, Krzysztof Rusek, José Suárez-Varela, Shihan Xiao, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio:
RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation. CoRR abs/2202.13956 (2022) - Paul Almasan, Miquel Ferriol Galmés, Jordi Paillisse, José Suárez-Varela, Diego Perino, Diego R. López, Antonio Agustin Pastor Perales, Paul Harvey, Laurent Ciavaglia, Leon Wong, Vishnu Ram, Shihan Xiao, Xiang Shi, Xiangle Cheng, Albert Cabellos-Aparicio, Pere Barlet-Ros:
Network Digital Twin: Context, Enabling Technologies and Opportunities. CoRR abs/2205.14206 (2022) - Shihan Ma, Alexander Kenneth Clarke, Kostiantyn Maksymenko, Samuel Deslauriers-Gauthier, Xinjun Sheng, Xiangyang Zhu, Dario Farina:
Human Biophysics as Network Weights: Conditional Generative Models for Ultra-fast Simulation. CoRR abs/2211.01856 (2022) - Miquel Ferriol Galmés, Jordi Paillisse, José Suárez-Varela, Krzysztof Rusek, Shihan Xiao, Xiang Shi, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio:
RouteNet-Fermi: Network Modeling with Graph Neural Networks. CoRR abs/2212.12070 (2022) - 2021
- José Suárez-Varela, Miquel Ferriol Galmés, Albert López, Paul Almasan, Guillermo Bernárdez, David Pujol-Perich, Krzysztof Rusek, Loïck Bonniot, Christoph Neumann, François Schnitzler, François Taïani, Martin Happ, Christian Maier, Jia Lei Du, Matthias Herlich, Peter Dorfinger, Nick Vincent Hainke, Stefan Venz, Johannes Wegener, Henrike Wissing, Bo Wu, Shihan Xiao, Pere Barlet-Ros, Albert Cabellos-Aparicio:
The graph neural networking challenge: a worldwide competition for education in AI/ML for networks. Comput. Commun. Rev. 51(3): 9-16 (2021) - Fei-Huang Chang, Ma-Lian Chia, Shih-Ang Jiang, David Kuo, Sheng-Chyang Liaw:
L(p, q)-labelings of subdivisions of graphs. Discret. Appl. Math. 291: 264-270 (2021) - Zongmin Li, Qi Zhang, Xinyu Du, Yanfang Ma, Shihang Wang:
Social media rumor refutation effectiveness: Evaluation, modelling and enhancement. Inf. Process. Manag. 58(1): 102420 (2021) - Zhisheng Ma, Shihang Yu, Yang Han, Dongsheng Guo:
Zeroing neural network for bound-constrained time-varying nonlinear equation solving and its application to mobile robot manipulators. Neural Comput. Appl. 33(21): 14231-14245 (2021) - David Pujol-Perich, José Suárez-Varela, Miquel Ferriol, Shihan Xiao, Bo Wu, Albert Cabellos-Aparicio, Pere Barlet-Ros:
IGNNITION: Bridging the Gap between Graph Neural Networks and Networking Systems. IEEE Netw. 35(6): 171-177 (2021) - Shihan Ma, Bo Lv, Chuang Lin, Xinjun Sheng, Xiangyang Zhu:
EMG Signal Filtering Based on Variational Mode Decomposition and Sub-Band Thresholding. IEEE J. Biomed. Health Informatics 25(1): 47-58 (2021) - Shihan Kong, Manjun Tian, Changlin Qiu, Zhengxing Wu, Junzhi Yu:
IWSCR: An Intelligent Water Surface Cleaner Robot for Collecting Floating Garbage. IEEE Trans. Syst. Man Cybern. Syst. 51(10): 6358-6368 (2021) - Mian Wang, Shihan Ma, Zihang Geng, Chen Chen, Xinjun Sheng, Xiangyang Zhu:
Estimation of Positions and Orientations of Activated Muscle Fibers with Electrode Array. BioCAS 2021: 1-6 - Erik Tjong Kim Sang, Shihan Wang, Marijn Schraagen, Mehdi Dastani:
Extracting Stances on Pandemic Measures from Social Media Data. e-Science 2021: 231-232 - Miaojuan Xia, Shihan Ma, Chen Chen, Xinjun Sheng, Xiangyang Zhu:
Electrodes Adaptive Model in Estimating the Depth of Motor Unit: A Motor Unit Action Potential Based Approach. EMBC 2021: 673-676