Xin Liu

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 62

Top Venues

CoRR

IEEE/ACM Trans. Netw.

IEEE BigData

IEEE Internet Things J.

Publications

Chao Huang, Justin Dachille, Xin Liu
When Federated Learning Meets Oligopoly Competition: Stability and Model Differentiation. IEEE Internet Things J. 11 (16) (2024)
Pengchao Han, Chao Huang, Geng Tian, Ming Tang, Xin Liu
Convergence Analysis of Split Federated Learning on Heterogeneous Data. CoRR (2024)
Chao Huang, Ming Tang, Qian Ma, Jianwei Huang, Xin Liu
Promoting Collaboration in Cross-Silo Federated Learning: Challenges and Opportunities. IEEE Commun. Mag. 62 (4) (2024)
Chao Huang, Shuqi Ke, Xin Liu
Duopoly Business Competition in Cross-Silo Federated Learning. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Ilias Tagkopoulos, J. Mason Earles, Danielle G. Lemay, Xin Liu, Nitin Nitin, Aaron D. Smith, Tarek I. Zohdi, Stephen F. Brown
The AIFS Institute: Building a better food system through AI. AI Mag. 45 (1) (2024)
Albara Ah Ramli, Xin Liu, Kelly Berndt, Chen-Nee Chuah, Erica Goude, Lynea B. Kaethler, Amanda Lopez, Alina Nicorici, Corey Owens, David Rodriguez, Jane Wang, Daniel Aranki, Craig M. McDonald, Erik K. Henricson
Gait Event Detection and Travel Distance Using Waist-Worn Accelerometers across a Range of Speeds: Automated Approach. Sensors 24 (4) (2024)
Albara Ah Ramli, Xin Liu, Kelly Berndt, Erica Goude, Jiahui Hou, Lynea B. Kaethler, Rex Liu, Amanda Lopez, Alina Nicorici, Corey Owens, David Rodriguez, Jane Wang, Huanle Zhang, Daniel Aranki, Craig M. McDonald, Erik K. Henricson
Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches. Sensors 24 (4) (2024)
Lei Fu, Huanle Zhang, Ge Gao, Mi Zhang, Xin Liu
Client Selection in Federated Learning: Principles, Challenges, and Opportunities. IEEE Internet Things J. 10 (24) (2023)
Xiaoxiao Wang, Fanyu Meng, Xin Liu, Zhaodan Kong, Xin Chen
Causal explanation for reinforcement learning: quantifying state and temporal importance. Appl. Intell. 53 (19) (2023)
Yongshuai Liu, Xin Liu
Farsighter: Efficient Multi-Step Exploration for Deep Reinforcement Learning. ICAART (2) (2023)
Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, Xin Liu
Federated Learning Hyperparameter Tuning From a System Perspective. IEEE Internet Things J. 10 (16) (2023)
Da Xiao, J. Andrew Zhang, Xin Liu, Yiwen Qu, Wei Ni, Ren Ping Liu
A Two-Stage GCN-Based Deep Reinforcement Learning Framework for SFC Embedding in Multi-Datacenter Networks. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Shuqi Ke, Chao Huang, Xin Liu
On the Impact of Label Noise in Federated Learning. WiOpt (2023)
Shahbaz Rezaei, Zubair Shafiq, Xin Liu
Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective. SP (2023)
Xiaoxiao Wang, Fanyu Meng, Zhaodan Kong, Xin Chen, Xin Liu
Causal Explanation for Reinforcement Learning: Quantifying State and Temporal Importance. CoRR (2022)
Xiaoxiao Wang, Nader Bouacida, Xueying Guo, Xin Liu
Opportunistic Episodic Reinforcement Learning. CoRR (2022)
Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Chen Zhao, Xin Liu
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Chih-Fan Hsu, Yu-Lun Chang, Chun-Ying Huang, Xin Liu
Measuring Objective Visual Quality of Real-Time Communication Systems in the Wild. Int. J. Semantic Comput. 16 (2) (2022)
Shahbaz Rezaei, Zubair Shafiq, Xin Liu
Accuracy-Privacy Trade-off in Deep Ensembles. CoRR (2021)
Shahbaz Rezaei, Xin Liu
Multitask Learning for Network Traffic Classification. ICCCN (2020)
Shahbaz Rezaei, Bryce Kroencke, Xin Liu
Large-Scale Mobile App Identification Using Deep Learning. IEEE Access 8 (2020)
Shahbaz Rezaei, Xin Liu
A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning. ICLR (2020)
Shahbaz Rezaei, Xin Liu
Towards the Infeasibility of Membership Inference on Deep Models. CoRR (2020)
Shahbaz Rezaei, Xin Liu
How to Achieve High Classification Accuracy with Just a Few Labels: A Semisupervised Approach Using Sampled Packets. ICDM (2019)
Xueying Guo, Xiaoxiao Wang, Xin Liu
AdaLinUCB: Opportunistic Learning for Contextual Bandits. IJCAI (2019)
Shahbaz Rezaei, Xin Liu
Deep Learning for Encrypted Traffic Classification: An Overview. IEEE Commun. Mag. 57 (5) (2019)
Shahbaz Rezaei, Xin Liu
Security of Deep Learning Methodologies: Challenges and Opportunities. CoRR (2019)
Yuxuan Sun, Xueying Guo, Jinhui Song, Sheng Zhou, Zhiyuan Jiang, Xin Liu, Zhisheng Niu
Adaptive Learning-Based Task Offloading for Vehicular Edge Computing Systems. CoRR (2019)
Yuxuan Sun, Xueying Guo, Jinhui Song, Sheng Zhou, Zhiyuan Jiang, Xin Liu, Zhisheng Niu
Adaptive Learning-Based Task Offloading for Vehicular Edge Computing Systems. IEEE Trans. Veh. Technol. 68 (4) (2019)
Xueying Guo, Xiaoxiao Wang, Xin Liu
AdaLinUCB: Opportunistic Learning for Contextual Bandits. CoRR (2019)
Jie Chuai, Zhitang Chen, Guochen Liu, Xueying Guo, Xiaoxiao Wang, Xin Liu, Chongming Zhu, Feiyi Shen
A Collaborative Learning Based Approach for Parameter Configuration of Cellular Networks. INFOCOM (2019)
Shahbaz Rezaei, Xin Liu
A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning. CoRR (2019)
Xiaoxiao Wang, Xueying Guo, Jie Chuai, Zhitang Chen, Xin Liu
Kernel-based Multi-Task Contextual Bandits in Cellular Network Configuration. IEEE BigData (2019)
Shahbaz Rezaei, Bryce Kroencke, Xin Liu
Large-scale Mobile App Identification Using Deep Learning. CoRR (2019)
Shahbaz Rezaei, Xin Liu
Multitask Learning for Network Traffic Classification. CoRR (2019)
Yuxuan Sun, Xueying Guo, Sheng Zhou, Zhiyuan Jiang, Xin Liu, Zhisheng Niu
Learning-Based Task Offloading for Vehicular Cloud Computing Systems. ICC (2018)
Shahbaz Rezaei, Xin Liu
How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets. CoRR (2018)
Liang Bao, Xin Liu, Weizhao Chen
Learning-based Automatic Parameter Tuning for Big Data Analytics Frameworks. IEEE BigData (2018)
Shahbaz Rezaei, Xin Liu
Deep Learning for Encrypted Traffic Classification: An Overview. CoRR (2018)
Xiaoxiao Wang, Xueying Guo, Jie Chuai, Zhitang Chen, Xin Liu
Kernel-based Multi-Task Contextual Bandits in Cellular Network Configuration. CoRR (2018)
Yuxuan Sun, Xueying Guo, Sheng Zhou, Zhiyuan Jiang, Xin Liu, Zhisheng Niu
Learning-Based Task Offloading for Vehicular Cloud Computing Systems. CoRR (2018)
Xueying Guo, George Trimponias, Xiaoxiao Wang, Zhitang Chen, Yanhui Geng, Xin Liu
Learning-Based Joint Configuration for Cellular Networks. IEEE Internet Things J. 5 (6) (2018)
Huasen Wu, Xueying Guo, Xin Liu
Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits. ICML (2018)
Liang Bao, Xin Liu, Ziheng Xu, Baoyin Fang
AutoConfig: automatic configuration tuning for distributed message systems. ASE (2018)
Liang Bao, Xin Liu, Weizhao Chen
Learning-based Automatic Parameter Tuning for Big Data Analytics Frameworks. CoRR (2018)
Xueying Guo, George Trimponias, Xiaoxiao Wang, Zhitang Chen, Yanhui Geng, Xin Liu
Cellular network configuration via online learning and joint optimization. IEEE BigData (2017)
Yanan Bao, Tianxiao Zhang, Amit Pande, Huasen Wu, Xin Liu
Motion-Prediction-Based Multicast for 360-Degree Video Transmissions. SECON (2017)
Yanan Bao, Huasen Wu, Xin Liu
From Prediction to Action: Improving User Experience With Data-Driven Resource Allocation. IEEE J. Sel. Areas Commun. 35 (5) (2017)
Dan Xu, Xin Liu, Zhisheng Niu
Joint Resource Provisioning for Internet Datacenters with Diverse and Dynamic Traffic. IEEE Trans. Cloud Comput. 5 (1) (2017)
Shaoquan Zhang, Longbo Huang, Minghua Chen, Xin Liu
Proactive Serving Decreases User Delay Exponentially: The Light-Tailed Service Time Case. IEEE/ACM Trans. Netw. 25 (2) (2017)
Xiaohong Hao, Liwen Xu, Nicholas D. Lane, Xin Liu, Thomas Moscibroda
Density-aware compressive crowdsensing. IPSN (2017)
Huasen Wu, Xueying Guo, Xin Liu
Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits. CoRR (2017)
Longbo Huang, Shaoquan Zhang, Minghua Chen, Xin Liu
When Backpressure Meets Predictive Scheduling. IEEE/ACM Trans. Netw. 24 (4) (2016)
Huasen Wu, Xin Liu, R. Srikant
Double Thompson Sampling for Dueling Bandits. CoRR (2016)
Yanan Bao, Huasen Wu, Xin Liu
From Prediction to Action: A Closed-Loop Approach for Data-Guided Network Resource Allocation. KDD (2016)
Yichuan Wang, Xin Liu, Cheng-Hsin Hsu
UPDATE: User-Profile-Driven Adaptive TransfEr for Mobile Devices. ACM Trans. Embed. Comput. Syst. 15 (3) (2016)
Yanan Bao, Huasen Wu, Tianxiao Zhang, Albara Ah Ramli, Xin Liu
Shooting a moving target: Motion-prediction-based transmission for 360-degree videos. IEEE BigData (2016)
Huasen Wu, Xin Liu
Double Thompson Sampling for Dueling Bandits. NIPS (2016)
Yanan Bao, Huasen Wu, Albara Ah Ramli, Bradley Wang, Xin Liu
Viewing 360 degree videos: Motion prediction and bandwidth optimization. ICNP (2016)
Huasen Wu, Xiaojun Lin, Xin Liu, Kun Tan, Yongguang Zhang
CoSchd: Coordinated Scheduling With Channel and Load Awareness for Alleviating Cellular Congestion. IEEE/ACM Trans. Netw. 24 (5) (2016)
Huasen Wu, Xiaojun Lin, Xin Liu, Youguang Zhang
Application-Level Scheduling With Probabilistic Deadline Constraints. IEEE/ACM Trans. Netw. 24 (3) (2016)
Tianxiao Zhang, Huasen Wu, Xin Liu, Longbo Huang
Learning-aided scheduling for mobile virtual network operators with QoS constraints. WiOpt (2016)
Huasen Wu, R. Srikant, Xin Liu, Chong Jiang
Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits. NIPS (2015)
Dan Xu, Xin Liu
Throughput-fairness optimization in energy-limited user-relay wireless networks. Wirel. Networks 21 (3) (2015)
Dan Xu, Xin Liu, Athanasios V. Vasilakos
Traffic-Aware Resource Provisioning for Distributed Clouds. IEEE Cloud Comput. 2 (1) (2015)
Dan Xu, Xin Liu, Bin Fan
Efficient Server Provisioning and Offloading Policies for Internet Data Centers with Dynamic Load-Demand. IEEE Trans. Computers 64 (3) (2015)
Yichuan Wang, Xin Liu, David Chu, Yunxin Liu
EarlyBird: Mobile Prefetching of Social Network Feeds via Content Preference Mining and Usage Pattern Analysis. MobiHoc (2015)
Liwen Xu, Xiaohong Hao, Nicholas D. Lane, Xin Liu, Thomas Moscibroda
More with less: lowering user burden in mobile crowdsourcing through compressive sensing. UbiComp (2015)
Yanan Bao, Xin Liu, Amit Pande
Data-Guided Approach for Learning and Improving User Experience in Computer Networks. ACML (2015)
Shaoquan Zhang, Longbo Huang, Minghua Chen, Xin Liu
Proactive Serving Decreases User Delay Exponentially. SIGMETRICS Perform. Evaluation Rev. 43 (2) (2015)
Huasen Wu, R. Srikant, Xin Liu, Chong Jiang
Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits. CoRR (2015)
Liwen Xu, Xiaohong Hao, Nicholas D. Lane, Xin Liu, Thomas Moscibroda
Cost-aware compressive sensing for networked sensing systems. IPSN (2015)
Huasen Wu, Xiaojun Lin, Xin Liu, Youguang Zhang
Application-level scheduling with deadline constraints. INFOCOM (2014)
Yanan Bao, Xiaolei Wang, Xin Liu, Sheng Zhou, Zhisheng Niu
Solar radiation prediction and energy allocation for energy harvesting base stations. ICC (2014)
Longbo Huang, Xin Liu, Xiaohong Hao
The Power of Online Learning in Stochastic Network Optimization. CoRR (2014)
Longbo Huang, Xin Liu, Xiaohong Hao
The power of online learning in stochastic network optimization. SIGMETRICS (2014)
Shengbo Chen, Yin Sun, Ulas C. Kozat, Longbo Huang, Prasun Sinha, Guanfeng Liang, Xin Liu, Ness B. Shroff
When queueing meets coding: Optimal-latency data retrieving scheme in storage clouds. INFOCOM (2014)
Ahmed R. Elsherif, Zhi Ding, Xin Liu
A Resource Allocation Scheme for Heterogeneous Networks Using Dynamic Programming Approach. VTC Spring (2014)
Yichuan Wang, Xin Liu
Alleviate Cellular Congestion Through Opportunistic Trough Filling. EAI Endorsed Trans. Wirel. Spectr. 1 (1) (2014)
Shaoquan Zhang, Longbo Huang, Minghua Chen, Xin Liu
Effect of proactive serving on user delay reduction in service systems. SIGMETRICS (2014)
Huasen Wu, Xiaojun Lin, Xin Liu, Kun Tan, Yongguang Zhang
Decomposition of large-scale MDPs for wireless scheduling with load- and channel-awareness. ITA (2014)
Shengbo Chen, Yin Sun, Ulas C. Kozat, Longbo Huang, Prasun Sinha, Guanfeng Liang, Xin Liu, Ness B. Shroff
When Queueing Meets Coding: Optimal-Latency Data Retrieving Scheme in Storage Clouds. CoRR (2014)
Ahmed R. Elsherif, Zhi Ding, Xin Liu
Dynamic MIMO Precoding for Femtocell Interference Mitigation. IEEE Trans. Commun. 62 (2) (2014)
Longbo Huang, Shaoquan Zhang, Minghua Chen, Xin Liu
When backpressure meets predictive scheduling. MobiHoc (2014)
Shu-Ting Wang, Ting-An Lin, Yichuan Wang, Cheng-Hsin Hsu, Xin Liu
Fusing prefetch and delay-tolerant transfer for mobile videos. MobiSys (2013)
Ahmed R. Elsherif, Zhi Ding, Xin Liu, Jyri Hämäläinen, Risto Wichman
Inference-driven dynamic access scheme for interference management in heterogeneous networks. CrownCom (2013)
Huasen Wu, Youguang Zhang, Xin Liu
Laxity-based opportunistic scheduling with flow-level dynamics and deadlines. WCNC (2013)
Yichuan Wang, Ting-An Lin, Cheng-Hsin Hsu, Xin Liu
Region- and action-aware virtual world clients. ACM Trans. Multim. Comput. Commun. Appl. 9 (1) (2013)
Dan Xu, Xin Liu, Zhu Han
Decentralized Bargain: A Two-Tier Market for Efficient and Flexible Dynamic Spectrum Access. IEEE Trans. Mob. Comput. 12 (9) (2013)
Ahmed R. Elsherif, Zhi Ding, Xin Liu, Jyri Hämäläinen
Resource Allocation in Two-Tier Heterogeneous Networks through Enhanced Shadow Chasing. IEEE Trans. Wirel. Commun. 12 (12) (2013)
Yu-Sian Li, Chien-Chang Chen, Ting-An Lin, Cheng-Hsin Hsu, Yichuan Wang, Xin Liu
An end-to-end testbed for scalable video streaming to mobile devices over HTTP. ICME (2013)
Huasen Wu, Chenxi Zhu, Richard J. La, Xin Liu, Youguang Zhang
FASA: Accelerated S-ALOHA Using Access History for Event-Driven M2M Communications. IEEE/ACM Trans. Netw. 21 (6) (2013)
Longbo Huang, Shaoquan Zhang, Minghua Chen, Xin Liu
When Backpressure Meets Predictive Scheduling. CoRR (2013)
Fabio E. Lapiccirella, Xin Liu, Zhi Ding
Distributed Control of Multiple Cognitive Radio Overlay for Primary Queue Stability. IEEE Trans. Wirel. Commun. 12 (1) (2013)
Ting-An Lin, Yichuan Wang, Cheng-Hsin Hsu, Xin Liu
Mobile user clustering in large time-scale data transfer scheduling. MobiSys (2013)
Nam Tuan Nguyen, Yichuan Wang, Xin Liu, Rong Zheng, Zhu Han
A Nonparametric Bayesian Approach for Opportunistic Data Transfer in Cellular Networks. WASA (2012)
Huasen Wu, Chenxi Zhu, Richard J. La, Xin Liu, Youguang Zhang
Fast Adaptive S-ALOHA Scheme for Event-Driven Machine-to-Machine Communications. VTC Fall (2012)
Huasen Wu, Chenxi Zhu, Richard J. La, Xin Liu, Youguang Zhang
Fast Adaptive S-ALOHA Scheme for Event-driven M2M Communications (Journal version) CoRR (2012)
Nam Tuan Nguyen, Yichuan Wang, Husheng Li, Xin Liu, Zhu Han
Extracting typical users' moving patterns using deep learning. GLOBECOM (2012)
Dan Xu, Xin Liu
Geographic trough filling for internet datacenters. INFOCOM (2012)

Xin Liu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Xin Liu