Qi Liao

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 77

Top Venues

Technical University of Berlin, Germany (PHD)

Education History

Technical University of Berlin, Germany

PHD

Publications

Qi Liao, Tze-Yang Tung
AdaSem: Adaptive Goal-Oriented Semantic Communications for End-to-End Camera Relocalization. INFOCOM (2024)
Qi Liao, Tze-Yang Tung
AdaSem: Adaptive Goal-Oriented Semantic Communications for End-to-End Camera Relocalization. CoRR (2024)
Jonathan Gregory, Qi Liao
Adversarial Spam Generation Using Adaptive Gradient-Based Word Embedding Perturbations. AIBThings (2023)
Qihe Chen, Mengyi Zhang, Mingyang Zhang, Ruonan Huang, Jingyuan Pang, An Yang, Jing Yang, Hongyuan Yi, Weikun Yuan, Chengwen Zhang, Guohao Zhang, Yike Zhang, Zhejun Zhang, Juan Jimenez Garcia, Yuan Gao, Shifang Hou, Qi Liao, Senming Yang, Di Zhu
As with Wine, Life Gets Better with Age. Redefining Mobile User Interface (UI) Components in the Age-Friendly Design Transformation. HCI (12) (2023)
Mingming Zhu, Qi Liao, Lin Wu, Si Zhang, Zifa Wang, Xiaole Pan, Qizhong Wu, Yangang Wang, Debin Su
Multiscale Representation of Radar Echo Data Retrieved through Deep Learning from Numerical Model Simulations and Satellite Images. Remote. Sens. 15 (14) (2023)
Tianlun Hu, Qi Liao, Qiang Liu, Dan Wellington, Georg Carle
Inter-Cell Slicing Resource Partitioning via Coordinated Multi-Agent Deep Reinforcement Learning. CoRR (2022)
Arsham Mostaani, Thang X. Vu, Shree Krishna Sharma, Van-Dinh Nguyen, Qi Liao, Symeon Chatzinotas
Task-Oriented Communication Design in Cyber-Physical Systems: A Survey on Theory and Applications. IEEE Access 10 (2022)
Alessandro Lieto, Qi Liao, Christian Bauer
A Generative Approach for Production-Aware Industrial Network Traffic Modeling. CoRR (2022)
Alessandro Lieto, Qi Liao, Christian Bauer
A Generative Approach for Production-Aware Industrial Network Traffic Modeling. GLOBECOM (Workshops) (2022)
Xiaochao Wei, Qi Liao, Yanfei Zhang, Guihua Nie
Effect of Overconfidence on Product Diffusion in Online Social Networks: A Multiagent Simulation Based on Evolutionary Game and Overconfidence Theory. Complex. 2022 (2022)
Zhengbing Li, Yongtu Liang, Qi Liao, Ning Xu, Jianqin Zheng, Haoran Zhang
Scheduling of a branched multiproduct pipeline system with robust inventory management. Comput. Ind. Eng. 162 (2021)
Shujie Gu, Qi Liao, Shaoyu Gao, Shaozhong Kang, Taisheng Du, Risheng Ding
Crop Water Stress Index as a Proxy of Phenotyping Maize Performance under Combined Water and Salt Stress. Remote. Sens. 13 (22) (2021)
Tianlun Hu, Qi Liao
Real-Time Camera Localization with Deep Learning and Sensor Fusion. ICC (2021)
Yamin Yan, Pedro M. Castro, Qi Liao, Yongtu Liang
An effective decomposition algorithm for scheduling branched multiproduct pipelines. Comput. Chem. Eng. 154 (2021)
Jianqin Zheng, Yongtu Liang, Ning Xu, Bohong Wang, Taicheng Zheng, Zhengbing Li, Qi Liao, Haoran Zhang
Deeppipe: a customized generative model for estimations of liquid pipeline leakage parameters. Comput. Chem. Eng. 149 (2021)
Zhen Li, Qi Liao
Game Theory of Data-selling Ransomware. J. Cyber Secur. Mobil. 10 (1) (2021)
Yuwei Zhang, Dechao Bu, Peipei Huo, Zhihao Wang, Hao Rong, Yanguo Li, Jingjia Liu, Meng Ye, Yang Wu, Zheng Jiang, Qi Liao, Yi Zhao
ncFANs v2.0: an integrative platform for functional annotation of non-coding RNAs. Nucleic Acids Res. 49 (Webserver-Issue) (2021)
Ilaria Malanchini, Patrick Agostini, Khurshid Alam, Michael Baumgart, Martin Kasparick, Qi Liao, Fabian Lipp, Nikolaj Marchenko, Nicola Michailow, Rastin Pries, Hans D. Schotten, Slawomir Stanczak, Stanislaw Strzyz
Leveraging Machine Learning for Industrial Wireless Communications. CoRR (2021)
Claudia Parera, Alessandro E. C. Redondi, Matteo Cesana, Qi Liao, Ilaria Malanchini
Anticipating Mobile Radio Networks Key Performance Indicators with Transfer Learning. WONS (2021)
Jianqin Zheng, Yuanhao Dai, Yongtu Liang, Qi Liao, Haoran Zhang
An online real-time estimation tool of leakage parameters for hazardous liquid pipelines. Int. J. Crit. Infrastructure Prot. 31 (2020)
Yun Shao, Liusheng Chen, Qi Liao, Heng Jiang, Zhitian Liu, Xigao Jin, Limin Gao
Characterization of Response Frequency for the Pressure-Sensitive Paint Based on Fluorine-Containing Polymer Matrixes Using Oscillating Sound Wave Technique. Sensors 20 (21) (2020)
Qi Liao
SLAMORE: SLAM with Object Recognition for 3D Radio Environment Reconstruction. ICC (2020)
Claudia Parera, Qi Liao, Ilaria Malanchini, Dan Wellington, Alessandro E. C. Redondi, Matteo Cesana
Transfer Learning for Multi-Step Resource Utilization Prediction. PIMRC (2020)
Lei Shi, Qi Liao, Hanghang Tong, Yifan Hu, Chaoli Wang, Chuang Lin, Weihong Qian
OnionGraph: Hierarchical topology+attribute multivariate network visualization. Vis. Informatics 4 (1) (2020)
Bhargav Kuchipudi, Ravi Teja Nannapaneni, Qi Liao
Adversarial machine learning for spam filters. ARES (2020)
Yuwei Zhang, Tianfei Yi, Huihui Ji, Guofang Zhao, Yang Xi, Changzheng Dong, Lina Zhang, Xiaohong Zhang, Jinshun Zhao, Qi Liao
Designing a general method for predicting the regulatory relationships between long noncoding RNAs and protein-coding genes based on multi-omics characteristics. Bioinform. 36 (7) (2020)
Zhen Li, Qi Liao, Aaron D. Striegel
A Game-theoretic analysis on the economic viability of mobile content pre-staging. Wirel. Networks 26 (1) (2020)
Emmanouil Fountoulakis, Qi Liao, Nikolaos Pappas
An End-to-End Performance Analysis for Service Chaining in a Virtualized Network. IEEE Open J. Commun. Soc. 1 (2020)
Zhen Li, Qi Liao
Ransomware 2.0: to sell, or not to sell a game-theoretical model of data-selling Ransomware. ARES (2020)
Claudia Parera, Qi Liao, Ilaria Malanchini, Cristian Tatino, Alessandro E. C. Redondi, Matteo Cesana
Transfer Learning for Tilt-Dependent Radio Map Prediction. IEEE Trans. Cogn. Commun. Netw. 6 (2) (2020)
Renato L. G. Cavalcante, Qi Liao, Slawomir Stanczak
Connections Between Spectral Properties of Asymptotic Mappings and Solutions to Wireless Network Problems. IEEE Trans. Signal Process. 67 (10) (2019)
Zhengbing Li, Qi Liao, Haoran Zhang, Yongtu Liang, Jianqin Zheng, Rui Qiu, Xiaodan Shi
Robust Optimization for Emergency Scheduling of Oil Products After Disaster. IEEE Access 7 (2019)
Claudia Parera, Alessandro Redondi, Matteo Cesana, Qi Liao, Ilaria Malanchini
Transfer Learning for Channel Quality Prediction. M&N (2019)
Qi Chen, Xianwen Meng, Qi Liao, Ming Chen
Versatile interactions and bioinformatics analysis of noncoding RNAs. Briefings Bioinform. 20 (5) (2019)
Emmanouil Fountoulakis, Qi Liao, Nikolaos Pappas
An End-to-End Performance Analysis for Service Chaining in a Virtualized Network. CoRR (2019)
Xingyuan Zhou, Yongtu Liang, Xin Zhang, Qi Liao, Song Gao, Wan Zhang, Haoran Zhang
A MILP model for the detailed scheduling of multiproduct pipelines with the hydraulic constraints rigorously considered. Comput. Chem. Eng. 130 (2019)
Emmanouil Fountoulakis, Qi Liao, Manuel Stein, Nikolaos Pappas
Traversing Virtual Network Functions from the Edge to the Core: An End-to-End Performance Analysis. ISWCS (2019)
Haoran Zhang, Yongtu Liang, Qi Liao, Jinyu Chen, Wan Zhang, Yin Long, Chen Qian
Optimal design and operation for supply chain system of multi-state natural gas under uncertainties of demand and purchase price. Comput. Ind. Eng. 131 (2019)
Tao Zhang, Qi Liao
Dynamic Link Anomaly Analysis for Network Security Management. J. Netw. Syst. Manag. 27 (3) (2019)
Wan Zhang, Zhengbing Li, Qi Liao, Haoran Zhang, Bohong Wang, Shuzhe Huang, Ning Xu, Yongtu Liang
A Stochastic Linear Programming Method for the Reliable Oil Products Supply Chain System With Hub Disruption. IEEE Access 7 (2019)
Renato Luís Garrido Cavalcante, Qi Liao, Slawomir Stanczak
Connections between spectral properties of asymptotic mappings and solutions to wireless network problems. CoRR (2019)
Qi Liao, Pedro M. Castro, Yongtu Liang, Haoran Zhang
New batch-centric model for detailed scheduling and inventory management of mesh pipeline networks. Comput. Chem. Eng. 130 (2019)
Yuwei Zhang, Yang Tao, Huihui Ji, Wei Li, Xingli Guo, Derry Minyao Ng, Maria Haleem, Yang Xi, Changzheng Dong, Jinshun Zhao, Lina Zhang, Xiaohong Zhang, Yangyang Xie, Xiaoyu Dai, Qi Liao
Genome-wide identification of the essential protein-coding genes and long non-coding RNAs for human pan-cancer. Bioinform. 35 (21) (2019)
Xiaoying Yu, Qi Liao
Understanding user passwords through password prefix and postfix (P3) graph analysis and visualization. Int. J. Inf. Sec. 18 (5) (2019)
Haoran Zhang, Yongtu Liang, Qi Liao, Shen Yun, Xiaohan Yang
A self-learning approach for optimal detailed scheduling of multi-product pipeline. J. Comput. Appl. Math. 327 (2018)
Claudia Parera, Alessandro E. C. Redondi, Matteo Cesana, Qi Liao, Lutz Ewe, Cristian Tatino
Transferring knowledge for tilt-dependent radio map prediction. WCNC (2018)
Lei You, Qi Liao, Nikolaos Pappas, Di Yuan
Resource Optimization With Flexible Numerology and Frame Structure for Heterogeneous Services. IEEE Commun. Lett. 22 (12) (2018)
Emmanouil Fountoulakis, Qi Liao, Manuel Stein, Nikolaos Pappas
Traversing Virtual Network Functions from the Edge to the Core: An End-to-End Performance Analysis. CoRR (2018)
Qi Liao, Ting Li, Benjamin A. Blakely
Anomaly analysis and visualization for dynamic networks through spatiotemporal graph segmentations. J. Netw. Comput. Appl. 124 (2018)
Yuwei Zhang, Yang Tao, Qi Liao
Long noncoding RNA: a crosslink in biological regulatory network. Briefings Bioinform. 19 (5) (2018)
Haoran Zhang, Meng Yuan, Yongtu Liang, Qi Liao
A novel particle swarm optimization based on prey-predator relationship. Appl. Soft Comput. 68 (2018)
Emmanouil Fountoulakis, Nikolaos Pappas, Qi Liao, Anthony Ephremides, Vangelis Angelakis
Dynamic Power Control for Packets with Deadlines. GLOBECOM (2018)
Zhen Li, Qi Liao
CAPTCHA: Machine or Human Solvers? A Game-Theoretical Analysis. CSCloud/EdgeCom (2018)
Emmanouil Fountoulakis, Nikolaos Pappas, Qi Liao, Anthony Ephremides, Vangelis Angelakis
Dynamic Power Control for Packets with Deadlines. CoRR (2018)
Qi Liao, Thomas Fischer, Jack Gao, Faisal Hafeez, Carl Oechsner, Jana Knode
A Secure End-to-End Cloud Computing Solution for Emergency Management with UAVs. GLOBECOM (2018)
Zhen Li, Qi Liao
Economic solutions to improve cybersecurity of governments and smart cities via vulnerability markets. Gov. Inf. Q. 35 (1) (2018)
Qi Liao, Haoran Zhang, Ning Xu, Yongtu Liang, Junao Wang
A MILP model based on flowrate database for detailed scheduling of a multi-product pipeline with multiple pump stations. Comput. Chem. Eng. 117 (2018)
Lei You, Qi Liao, Nikolaos Pappas, Di Yuan
Resource Optimization with Flexible Numerology and Frame Structure for Heterogeneous Services. CoRR (2018)
Zhen Li, Qi Liao
Harnessing Uncertainty in Vulnerability Market. ICCCN (2018)
Matthew Sinda, Qi Liao
Spatial-Temporal Anomaly Detection Using Security Visual Analytics via Entropy Graph and Eigen Matrix. DASC/PiCom/DataCom/CyberSciTech (2017)
Emmanouil Fountoulakis, Nikolaos Pappas, Qi Liao, Vinay Suryaprakash, Di Yuan
An examination of the benefits of scalable TTI for heterogeneous traffic management in 5G networks. WiOpt (2017)
Qi Liao, Paolo Baracca, David López-Pérez, Lorenzo Galati Giordano
Resource Scheduling for Mixed Traffic Types with Scalable TTI in Dynamic TDD Systems. CoRR (2017)
Qi Liao
Dynamic Uplink/Downlink Resource Management in Flexible Duplex-Enabled Wireless Networks. CoRR (2017)
Emmanouil Fountoulakis, Nikolaos Pappas, Qi Liao, Vinay Suryaprakash, Di Yuan
An Examination of the Benefits of Scalable TTI for Heterogeneous Traffic Management in 5G Networks. CoRR (2017)
Qi Liao
Dynamic uplink/downlink resource management in flexible duplex-enabled wireless networks. ICC Workshops (2017)
Nicola Bui, Matteo Cesana, S. Amir Hosseini, Qi Liao, Ilaria Malanchini, Joerg Widmer
A Survey of Anticipatory Mobile Networking: Context-Based Classification, Prediction Methodologies, and Optimization Techniques. IEEE Commun. Surv. Tutorials 19 (3) (2017)
Qi Liao, Renato L. G. Cavalcante
Improving resource efficiency with partial resource muting for future wireless networks. WiMob (2017)
Qi Liao, Daniyal Amir Awan, Slawomir Stanczak
Joint Optimization of Coverage, Capacity and Load Balancing in Self-Organizing Networks. CoRR (2016)
Nicola Bui, Matteo Cesana, S. Amir Hosseini, Qi Liao, Ilaria Malanchini, Joerg Widmer
Anticipatory Networking in Future Generation Mobile Networks: a Survey. CoRR (2016)
Qi Liao, Danish Aziz, Slawomir Stanczak
Dynamic Joint Uplink and Downlink Optimization for Uplink and Downlink Decoupling-Enabled 5G Heterogeneous Networks. CoRR (2016)
Danish Aziz, Hajo Bakker, Anton Ambrosy, Qi Liao
Signalling Minimization Framework for Short Data Packet Transmission in 5G. VTC Fall (2016)
Qi Liao, Danish Aziz
Modeling of Mobility-Aware RRC State Transition for Energy-Constrained Signaling Reduction. GLOBECOM (2016)
Qi Liao, Paolo Baracca, David López-Pérez, Lorenzo Galati Giordano
Resource Scheduling for Mixed Traffic Types with Scalable TTI in Dynamic TDD Systems. GLOBECOM Workshops (2016)
Qi Liao, Ting Li
Effective network management via dynamic network anomaly visualization. Int. J. Netw. Manag. 26 (6) (2016)
Zhen Li, Qi Liao, Aaron Striegel
On the economics of mobile content pre-staging. INFOCOM Workshops (2016)
Xiaoying Yu, Qi Liao
User password repetitive patterns analysis and visualization. Inf. Comput. Secur. 24 (1) (2016)
Zhen Li, Qi Liao
An Economic Alternative to Improve Cybersecurity of E-government and Smart Cities. DG.O (2016)
Qi Liao, Slawomir Stanczak
Network State Awareness and Proactive Anomaly Detection in Self-Organizing Networks. GLOBECOM Workshops (2015)
Ting Li, Qi Liao
Dynamic DinoFun World Communication Graph. VAST (2015)
Zulfiquar Sayeed, Qi Liao, David W. Faucher, Edward Grinshpun, Sameer Sharma
Cloud Analytics for Wireless Metric Prediction - Framework and Performance. CLOUD (2015)
Qi Liao, Stefan Valentin, Slawomir Stanczak
Channel gain prediction in wireless networks based on spatial-temporal correlation. SPAWC (2015)
Lei Shi, Chen Wang, Zhen Wen, Huamin Qu, Chuang Lin, Qi Liao
1.5D Egocentric Dynamic Network Visualization. IEEE Trans. Vis. Comput. Graph. 21 (5) (2015)
Tao Zhang, Qi Liao, Lei Shi
Bridging the Gap of Network Management and Anomaly Detection through Interactive Visualization. PacificVis (2014)
Xuting Xu, Jufen Zheng, Qi Liao, Huiqing Zhu, Hongyan Xie, Huijuan Shi, Shiwei Duan
Meta-analyses of 4 CFTR variants associated with the risk of the congenital bilateral absence of the vas deferens. J. Clin. Bioinform. 4 (2014)
Qi Liao, Zhen Li, Aaron Striegel
Is more P2P always bad for ISPs? An analysis of P2P and ISP business models. ICCCN (2014)
Qi Liao, Zhen Li
Portfolio optimization of computer and mobile botnets. Int. J. Inf. Sec. 13 (1) (2014)
Daxin Luo, Yaoda Liu, Xiaoying Liu, Bin Zhang, Gang Li, Qi Liao, Qinfen Hao, Zhulin Wei
Optical Interconnects between Microprocessor and Memories. HPCC/CSS/ICESS (2014)
Tao Zhang, Qi Liao, Lei Shi, Weishan Dong
Analyzing Spatiotemporal Anomalies through Interactive Visualization. Informatics 1 (1) (2014)
Zhen Li, Qi Liao
Network pricing: can both ISP and P2P benefit? Int. J. Netw. Manag. 24 (6) (2014)
Zhen Li, Qi Liao
Toward a Monopoly Botnet Market. Inf. Secur. J. A Glob. Perspect. 23 (4-6) (2014)
Lei Shi, Qi Liao, Hanghang Tong, Yifan Hu, Yue Zhao, Chuang Lin
Hierarchical Focus+Context Heterogeneous Network Visualization. PacificVis (2014)
Anastasios Giovanidis, Qi Liao, Slawomir Stanczak
Measurement-adaptive cellular random access protocols. Wirel. Networks 20 (6) (2014)
Lei Shi, Qi Liao, Xiaohua Sun, Yarui Chen, Chuang Lin
Scalable network traffic visualization using compressed graphs. IEEE BigData (2013)
Zhe Ren, Peter Fertl, Qi Liao, Federico Penna, Slawomir Stanczak
Street-Specific Handover Optimization for Vehicular Terminals in Future Cellular Networks. VTC Spring (2013)
Qi Liao, Slawomir Stanczak, Federico Penna
A statistical algorithm for multi-objective handover optimization under uncertainties. WCNC (2013)
Qi Liao, Lei Shi, Chen Wang
Visual analysis of large-scale network anomalies. IBM J. Res. Dev. 57 (3/4) (2013)
Tao Zhang, Gongzhu Hu, Qi Liao
Analysis of offense tactics of basketball games using link prediction. ICIS (2013)
Qi Liao, Federico Penna, Slawomir Stanczak, Zhe Ren, Peter Fertl
Context-aware handover optimization for relay-aided vehicular terminals. SPAWC (2013)
Tao Zhang, Qi Liao, Lei Shi
3D anomaly bar visualization for large-scale network: VAST 2012 Mini Challenge #1. IEEE VAST (2012)
John W. Byers, Jeffrey C. Mogul, Fadel Adib, Jay Aikat, Danai Chasaki, Ming-Hung Chen, Marshini Chetty, Romain Fontugne, Vijay Gabale, László Gyarmati, Katrina LaCurts, Qi Liao, Marc Mendonca, Trang Cao Minh, S. H. Shah Newaz, Pawan Prakash, Yan Shvartzshnaider, Praveen Yalagandula, Chun-Yu Yang
Report on the SIGCOMM 2011 conference. Comput. Commun. Rev. 42 (1) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Qi Liao