Xin Liu - RankMe

226 papers A* 25A 7B 26C 7Misc 5Journal 121Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adventurer: Exploration with BiGAN for Deep Reinforcement Learning. CoRR Yongshuai Liu, Xin Liu
2025	J	`jnl`	Adventurer: exploration with BiGAN for deep reinforcement learning. Appl. Intell. Yongshuai Liu, Xin Liu
2025	J	`jnl`	An empirical study on impact of label noise on synthetic tabular data generation. Mach. Learn. Jeonghoon Kim, Chao Huang, Xin Liu
2025	A*	`conf`	CohEx: A Generalized Framework for Cohort Explanation. AAAI Fanyu Meng, Xin Liu, Zhaodan Kong, Xin Chen
2025	J	`jnl`	Dominant factors of individual tree mortality at stand scale: analyzing crown structure and neighbourhood competition via UAV laser scanning. Comput. Electron. Agric. Xin Liu, Yuanshuo Hao, Xinyang Zou, Shoumin Cheng, Lihu Dong, Fengri Li
2025	J	`jnl`	Evaluating the effectiveness of forest type stratification for aboveground biomass inference. Int. J. Appl. Earth Obs. Geoinformation Ziqiang Wu, Xin Liu, Shoumin Cheng, Chenhui Yang, Zongquan Wang, Yongshuai Liu, Lihu Dong, Fengri Li, Yuanshuo Hao
2025	J	`jnl`	Look Before Leap: Look-Ahead Planning with Uncertainty in Reinforcement Learning. CoRR Yongshuai Liu, Xin Liu
2025	J	`jnl`	Towards Fully Automated Decision-Making Systems for Greenhouse Control: Challenges and Opportunities. CoRR Yongshuai Liu, Taeyeong Choi, Xin Liu
2024	—	`conf`	An Accuracy-Shaping Mechanism for Competitive Distributed Learning. ICANN (6) Chao Huang, Justin Dachille, Xin Liu
2024	J	`jnl`	Convergence Analysis of Split Federated Learning on Heterogeneous Data. CoRR Pengchao Han, Chao Huang, Geng Tian, Ming Tang, Xin Liu
2024	—	`conf`	DAVIS-Ag: A Synthetic Plant Dataset for Prototyping Domain-Inspired Active Vision in Agricultural Robots. CASE Taeyeong Choi, Dario Guevara, Zifei Cheng, Grisha Bandodkar, Chonghan Wang, Brian N. Bailey, Mason Earles, Xin Liu
2024	J	`jnl`	Duopoly Business Competition in Cross-Silo Federated Learning. IEEE Trans. Netw. Sci. Eng. Chao Huang, Shuqi Ke, Xin Liu
2024	J	`jnl`	Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches. Sensors 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
2024	J	`jnl`	Gait Event Detection and Travel Distance Using Waist-Worn Accelerometers across a Range of Speeds: Automated Approach. Sensors 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
2024	A	`conf`	Incentivizing Participation in SplitFed Learning: Convergence Analysis and Model Versioning. ICDCS Pengchao Han, Chao Huang, Xingyan Shi, Jianwei Huang, Xin Liu
2024	J	`jnl`	Interpreting Inflammation Prediction Model via Tag-based Cohort Explanation. CoRR Fanyu Meng, Jules Larke, Xin Liu, Zhaodan Kong, Xin Chen, Danielle G. Lemay, Ilias Tagkopoulos
2024	J	`jnl`	Linear Bandits With Side Observations on Networks. IEEE/ACM Trans. Netw. Avik Kar, Rahul Singh, Fang Liu, Xin Liu, Ness B. Shroff
2024	J	`jnl`	Microgrid control under uncertainty. Eng. Appl. Artif. Intell. Avishai Halev, Yongshuai Liu, Xin Liu
2024	J	`jnl`	Promoting Collaboration in Cross-Silo Federated Learning: Challenges and Opportunities. IEEE Commun. Mag. Chao Huang, Ming Tang, Qian Ma, Jianwei Huang, Xin Liu
2024	J	`jnl`	The AIFS Institute: Building a better food system through AI. AI Mag. Ilias Tagkopoulos, J. Mason Earles, Danielle G. Lemay, Xin Liu, Nitin Nitin, Aaron D. Smith, Tarek I. Zohdi, Stephen F. Brown
2024	J	`jnl`	When Federated Learning Meets Oligopoly Competition: Stability and Model Differentiation. IEEE Internet Things J. Chao Huang, Justin Dachille, Xin Liu
2023	J	`jnl`	A Two-Stage GCN-Based Deep Reinforcement Learning Framework for SFC Embedding in Multi-Datacenter Networks. IEEE Trans. Netw. Serv. Manag. Da Xiao, J. Andrew Zhang, Xin Liu, Yiwen Qu, Wei Ni, Ren Ping Liu
2023	A*	`conf`	Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective. SP Shahbaz Rezaei, Zubair Shafiq, Xin Liu
2023	J	`jnl`	Automated Detection of Gait Events and Travel Distance Using Waist-worn Accelerometers Across a Typical Range of Walking and Running Speeds. CoRR 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
2023	J	`jnl`	Causal explanation for reinforcement learning: quantifying state and temporal importance. Appl. Intell. Xiaoxiao Wang, Fanyu Meng, Xin Liu, Zhaodan Kong, Xin Chen
2023	J	`jnl`	Client Selection in Federated Learning: Principles, Challenges, and Opportunities. IEEE Internet Things J. Lei Fu, Huanle Zhang, Ge Gao, Mi Zhang, Xin Liu
2023	J	`jnl`	DAVIS-Ag: A Synthetic Plant Dataset for Developing Domain-Inspired Active Vision in Agricultural Robots. CoRR Taeyeong Choi, Dario Guevara, Grisha Bandodkar, Zifei Cheng, Chonghan Wang, Brian N. Bailey, Mason Earles, Xin Liu
2023	—	`conf`	Farsighter: Efficient Multi-Step Exploration for Deep Reinforcement Learning. ICAART (2) Yongshuai Liu, Xin Liu
2023	—	`conf`	Feasibility of "Symptom Discovery, " a Longitudinal and Comprehensive Data Collection Tool During COVID-19. MedInfo Sayantani Sarkar, Katherine K. Kim, Xin Liu, Jill G. Joseph, Joanne Natale
2023	J	`jnl`	Federated Learning Hyperparameter Tuning From a System Perspective. IEEE Internet Things J. Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, Xin Liu
2023	A	`conf`	MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification. WACV Huanle Zhang, Hamed Pirsiavash, Xin Liu
2023	B	`conf`	On the Impact of Label Noise in Federated Learning. WiOpt Shuqi Ke, Chao Huang, Xin Liu
2023	J	`jnl`	Quantifying Causal Path-Specific Importance in Structural Causal Model. Comput. Xiaoxiao Wang, Minda Zhao, Fanyu Meng, Xin Liu, Zhaodan Kong, Xin Chen
2022	J	`jnl`	A Hierarchical Region-Merging Algorithm for 3-D Segmentation of Individual Trees Using UAV-LiDAR Point Clouds. IEEE Trans. Geosci. Remote. Sens. Yuanshuo Hao, Faris Rafi Almay Widagdo, Xin Liu, Yongshuai Liu, Lihu Dong, Fengri Li
2022	J	`jnl`	A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation. IEEE Trans. Netw. Serv. Manag. Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Chen Zhao, Xin Liu
2022	J	`jnl`	An Efficient Subpopulation-based Membership Inference Attack. CoRR Shahbaz Rezaei, Xin Liu
2022	J	`jnl`	Causal Explanation for Reinforcement Learning: Quantifying State and Temporal Importance. CoRR Xiaoxiao Wang, Fanyu Meng, Zhaodan Kong, Xin Chen, Xin Liu
2022	J	`jnl`	Client Selection in Federated Learning: Principles, Challenges, and Opportunities. CoRR Lei Fu, Huanle Zhang, Ge Gao, Huajie Wang, Mi Zhang, Xin Liu
2022	J	`jnl`	Cross-Silo Federated Learning: Challenges and Opportunities. CoRR Chao Huang, Jianwei Huang, Xin Liu
2022	—	`conf`	FedTune: Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective. MILCOM Huanle Zhang, Mi Zhang, Xin Liu, Prasant Mohapatra, Michael DeLucia
2022	J	`jnl`	Federated Learning Hyper-Parameter Tuning from a System Perspective. CoRR Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, Xin Liu
2022	J	`jnl`	Incentivizing Data Contribution in Cross-Silo Federated Learning. CoRR Chao Huang, Huanle Zhang, Xin Liu
2022	J	`jnl`	Measuring Objective Visual Quality of Real-Time Communication Systems in the Wild. Int. J. Semantic Comput. Chih-Fan Hsu, Yu-Lun Chang, Chun-Ying Huang, Xin Liu
2022	J	`jnl`	On the Discredibility of Membership Inference Attacks. CoRR Shahbaz Rezaei, Xin Liu
2022	J	`jnl`	Opportunistic Episodic Reinforcement Learning. CoRR Xiaoxiao Wang, Nader Bouacida, Xueying Guo, Xin Liu
2022	J	`jnl`	Quantifying the Impact of Label Noise on Federated Learning. CoRR Shuqi Ke, Chao Huang, Xin Liu
2022	J	`jnl`	Special report: AI Institute for next generation food systems (AIFS). Comput. Electron. Agric. Ilias Tagkopoulos, Stephen F. Brown, Xin Liu, Qing Zhao, Tarek I. Zohdi, J. Mason Earles, Nitin Nitin, Daniel E. Runcie, Danielle G. Lemay, Aaron D. Smith, Pamela C. Ronald, Hao Feng, Gabriel David Youtsey
2022	J	`jnl`	Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-supervised Learning. Frontiers Artif. Intell. Huanle Zhang, Nicharee Wisuthiphaet, Hemiao Cui, Nitin Nitin, Xin Liu, Qing Zhao
2022	J	`jnl`	User-Level Membership Inference Attack against Metric Embedding Learning. CoRR Guoyao Li, Shahbaz Rezaei, Xin Liu
2022	J	`jnl`	YouTube, The Great Radicalizer? Auditing and Mitigating Ideological Biases in YouTube Recommendations. CoRR Muhammad Haroon, Anshuman Chhabra, Xin Liu, Prasant Mohapatra, Zubair Shafiq, Magdalena Wojcieszak
2021	J	`jnl`	Accuracy-Privacy Trade-off in Deep Ensembles. CoRR Shahbaz Rezaei, Zubair Shafiq, Xin Liu
2021	—	`conf`	Adaptive Federated Dropout: Improving Communication Efficiency and Generalization for Federated Learning. INFOCOM Workshops Nader Bouacida, Jiahui Hou, Hui Zang, Xin Liu
2021	—	`conf`	An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence. ICIOT Rex Liu, Albara Ah Ramli, Huanle Zhang, Erik K. Henricson, Xin Liu
2021	J	`jnl`	An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence. CoRR Rex Liu, Albara Ah Ramli, Huanle Zhang, Esha Datta, Xin Liu
2021	J	`jnl`	Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective. CoRR Huanle Zhang, Mi Zhang, Xin Liu, Prasant Mohapatra, Michael DeLucia
2021	—	`conf`	CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing. IEEE BigData Yongshuai Liu, Jiaxin Ding, Zhi-Li Zhang, Xin Liu
2021	J	`jnl`	CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing. CoRR Yongshuai Liu, Jiaxin Ding, Zhi-Li Zhang, Xin Liu
2021	C	`conf`	CTS2: Time Series Smoothing with Constrained Reinforcement Learning. ACML Yongshuai Liu, Xin Liu
2021	B	`conf`	Can Online Learning Increase the Reliability of Extreme Mobility Management? IWQoS Yuanjie Li, Esha Datta, Jiaxin Ding, Ness B. Shroff, Xin Liu
2021	J	`jnl`	Early Mobility Recognition for Intensive Care Unit Patients Using Accelerometers. CoRR Rex Liu, Sarina A. Fazio, Huanle Zhang, Albara Ah Ramli, Xin Liu, Jason Yeates Adams
2021	J	`jnl`	FedSVRG Based Communication Efficient Scheme for Federated Learning in MEC Networks. IEEE Trans. Veh. Technol. Dawei Chen, Choong Seon Hong, Yiyong Zha, Yunfei Zhang, Xin Liu, Zhu Han
2021	J	`jnl`	Food Science Spectroscopy Model Training: Improving Data Efficiency Using Active Learning and Semi-Supervised Learning. CoRR Huanle Zhang, Nicharee Wisuthiphaet, Hemiao Cui, Nitin Nitin, Xin Liu, Qing Zhao
2021	J	`jnl`	Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches. CoRR Albara Ah Ramli, Huanle Zhang, Jiahui Hou, Rex Liu, Xin Liu, Alina Nicorici, Daniel Aranki, Corey Owens, Poonam Prasad, Craig M. McDonald, Erik K. Henricson
2021	J	`jnl`	Matching-Theory-Based Low-Latency Scheme for Multitask Federated Learning in MEC Networks. IEEE Internet Things J. Dawei Chen, Choong Seon Hong, Li Wang, Yiyong Zha, Yunfei Zhang, Xin Liu, Zhu Han
2021	—	`conf`	Measuring Objective Visual Quality of Real-time Communication Systems in the Wild. BigMM Chih-Fan Hsu, Chun-Ying Huang, Xin Liu
2021	A*	`conf`	On the Difficulty of Membership Inference Attacks. CVPR Shahbaz Rezaei, Xin Liu
2021	A*	`conf`	Policy Learning with Constraints in Model-free Reinforcement Learning: A Survey. IJCAI Yongshuai Liu, Avishai Halev, Xin Liu
2021	B	`conf`	Resource Allocation Method for Network Slicing Using Constrained Reinforcement Learning. Networking Yongshuai Liu, Jiaxin Ding, Xin Liu
2021	J	`jnl`	STAF: A Spatio-Temporal Attention Fusion Network for Few-shot Video Classification. CoRR Rex Liu, Huanle Zhang, Hamed Pirsiavash, Xin Liu
2020	B	`conf`	A Constrained Reinforcement Learning Based Approach for Network Slicing. ICNP Yongshuai Liu, Jiaxin Ding, Xin Liu
2020	A*	`conf`	A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning. ICLR Shahbaz Rezaei, Xin Liu
2020	J	`jnl`	Adaptive Federated Dropout: Improving Communication Efficiency and Generalization for Federated Learning. CoRR Nader Bouacida, Jiahui Hou, Hui Zang, Xin Liu
2020	J	`jnl`	An Opportunistic Bandit Approach for User Interface Experimentation. CoRR Nader Bouacida, Amit Pande, Xin Liu
2020	—	`conf`	BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach. ICIOT Albara Ah Ramli, Rex Liu, Rahul Krishnamoorthy, Vishal I B, Xiaoxiao Wang, Ilias Tagkopoulos, Xin Liu
2020	J	`jnl`	BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach. CoRR Albara Ah Ramli, Rex Liu, Rahul Krishnamoorthy, Vishal I B, Xiaoxiao Wang, Ilias Tagkopoulos, Xin Liu
2020	J	`jnl`	Bandit Policies for Reliable Cellular Network Handovers in Extreme Mobility. CoRR Yuanjie Li, Esha Datta, Jiaxin Ding, Ness B. Shroff, Xin Liu
2020	J	`jnl`	Contextual Bandits with Side-Observations. CoRR Rahul Singh, Fang Liu, Xin Liu, Ness B. Shroff
2020	A*	`conf`	IPO: Interior-Point Policy Optimization under Constraints. AAAI Yongshuai Liu, Jiaxin Ding, Xin Liu
2020	J	`jnl`	Large-Scale Mobile App Identification Using Deep Learning. IEEE Access Shahbaz Rezaei, Bryce Kroencke, Xin Liu
2020	B	`conf`	Multitask Learning for Network Traffic Classification. ICCCN Shahbaz Rezaei, Xin Liu
2020	J	`jnl`	Towards the Infeasibility of Membership Inference on Deep Models. CoRR Shahbaz Rezaei, Xin Liu
2019	A*	`conf`	A Collaborative Learning Based Approach for Parameter Configuration of Cellular Networks. INFOCOM Jie Chuai, Zhitang Chen, Guochen Liu, Xueying Guo, Xiaoxiao Wang, Xin Liu, Chongming Zhu, Feiyi Shen
2019	J	`jnl`	A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning. CoRR Shahbaz Rezaei, Xin Liu
2019	A*	`conf`	ACTGAN: Automatic Configuration Tuning for Software Systems with Generative Adversarial Networks. ASE Liang Bao, Xin Liu, Fangzheng Wang, Baoyin Fang
2019	A*	`conf`	AdaLinUCB: Opportunistic Learning for Contextual Bandits. IJCAI Xueying Guo, Xiaoxiao Wang, Xin Liu
2019	J	`jnl`	AdaLinUCB: Opportunistic Learning for Contextual Bandits. CoRR Xueying Guo, Xiaoxiao Wang, Xin Liu
2019	J	`jnl`	Adaptive Learning-Based Task Offloading for Vehicular Edge Computing Systems. CoRR Yuxuan Sun, Xueying Guo, Jinhui Song, Sheng Zhou, Zhiyuan Jiang, Xin Liu, Zhisheng Niu
2019	J	`jnl`	Adaptive Learning-Based Task Offloading for Vehicular Edge Computing Systems. IEEE Trans. Veh. Technol. Yuxuan Sun, Xueying Guo, Jinhui Song, Sheng Zhou, Zhiyuan Jiang, Xin Liu, Zhisheng Niu
2019	J	`jnl`	Deep Learning for Encrypted Traffic Classification: An Overview. IEEE Commun. Mag. Shahbaz Rezaei, Xin Liu
2019	A*	`conf`	How to Achieve High Classification Accuracy with Just a Few Labels: A Semisupervised Approach Using Sampled Packets. ICDM Shahbaz Rezaei, Xin Liu
2019	J	`jnl`	IPO: Interior-point Policy Optimization under Constraints. CoRR Yongshuai Liu, Jiaxin Ding, Xin Liu
2019	—	`conf`	Kernel-based Multi-Task Contextual Bandits in Cellular Network Configuration. IEEE BigData Xiaoxiao Wang, Xueying Guo, Jie Chuai, Zhitang Chen, Xin Liu
2019	J	`jnl`	Large-scale Mobile App Identification Using Deep Learning. CoRR Shahbaz Rezaei, Bryce Kroencke, Xin Liu
2019	J	`jnl`	Multitask Learning for Network Traffic Classification. CoRR Shahbaz Rezaei, Xin Liu
2019	J	`jnl`	Security of Deep Learning Methodologies: Challenges and Opportunities. CoRR Shahbaz Rezaei, Xin Liu
2019	—	`conf`	Virtual Core Network Resource Allocation in 5G Systems using Three-Sided Matching. ICC Neetu Raveendran, Yiyong Zha, Yunfei Zhang, Xin Liu, Zhu Han
2018	A*	`conf`	Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits. ICML Huasen Wu, Xueying Guo, Xin Liu
2018	A*	`conf`	AutoConfig: automatic configuration tuning for distributed message systems. ASE Liang Bao, Xin Liu, Ziheng Xu, Baoyin Fang
2018	J	`jnl`	Deep Learning for Encrypted Traffic Classification: An Overview. CoRR Shahbaz Rezaei, Xin Liu
2018	J	`jnl`	How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets. CoRR Shahbaz Rezaei, Xin Liu
2018	J	`jnl`	Kernel-based Multi-Task Contextual Bandits in Cellular Network Configuration. CoRR Xiaoxiao Wang, Xueying Guo, Jie Chuai, Zhitang Chen, Xin Liu
2018	J	`jnl`	Learning-Based Joint Configuration for Cellular Networks. IEEE Internet Things J. Xueying Guo, George Trimponias, Xiaoxiao Wang, Zhitang Chen, Yanhui Geng, Xin Liu
2018	—	`conf`	Learning-Based Task Offloading for Vehicular Cloud Computing Systems. ICC Yuxuan Sun, Xueying Guo, Sheng Zhou, Zhiyuan Jiang, Xin Liu, Zhisheng Niu
2018	J	`jnl`	Learning-Based Task Offloading for Vehicular Cloud Computing Systems. CoRR Yuxuan Sun, Xueying Guo, Sheng Zhou, Zhiyuan Jiang, Xin Liu, Zhisheng Niu
2018	—	`conf`	Learning-based Automatic Parameter Tuning for Big Data Analytics Frameworks. IEEE BigData Liang Bao, Xin Liu, Weizhao Chen
2018	J	`jnl`	Learning-based Automatic Parameter Tuning for Big Data Analytics Frameworks. CoRR Liang Bao, Xin Liu, Weizhao Chen
2017	J	`jnl`	Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits. CoRR Huasen Wu, Xueying Guo, Xin Liu
2017	—	`conf`	Cellular network configuration via online learning and joint optimization. IEEE BigData Xueying Guo, George Trimponias, Xiaoxiao Wang, Zhitang Chen, Yanhui Geng, Xin Liu
2017	—	`conf`	Density-aware compressive crowdsensing. IPSN Xiaohong Hao, Liwen Xu, Nicholas D. Lane, Xin Liu, Thomas Moscibroda
2017	J	`jnl`	From Prediction to Action: Improving User Experience With Data-Driven Resource Allocation. IEEE J. Sel. Areas Commun. Yanan Bao, Huasen Wu, Xin Liu
2017	J	`jnl`	Joint Resource Provisioning for Internet Datacenters with Diverse and Dynamic Traffic. IEEE Trans. Cloud Comput. Dan Xu, Xin Liu, Zhisheng Niu
2017	B	`conf`	Motion-Prediction-Based Multicast for 360-Degree Video Transmissions. SECON Yanan Bao, Tianxiao Zhang, Amit Pande, Huasen Wu, Xin Liu
2017	J	`jnl`	Proactive Serving Decreases User Delay Exponentially: The Light-Tailed Service Time Case. IEEE/ACM Trans. Netw. Shaoquan Zhang, Longbo Huang, Minghua Chen, Xin Liu
2016	J	`jnl`	Application-Level Scheduling With Probabilistic Deadline Constraints. IEEE/ACM Trans. Netw. Huasen Wu, Xiaojun Lin, Xin Liu, Youguang Zhang
2016	J	`jnl`	CoSchd: Coordinated Scheduling With Channel and Load Awareness for Alleviating Cellular Congestion. IEEE/ACM Trans. Netw. Huasen Wu, Xiaojun Lin, Xin Liu, Kun Tan, Yongguang Zhang
2016	—	`conf`	Double Thompson Sampling for Dueling Bandits. NIPS Huasen Wu, Xin Liu
2016	J	`jnl`	Double Thompson Sampling for Dueling Bandits. CoRR Huasen Wu, Xin Liu, R. Srikant
2016	A*	`conf`	From Prediction to Action: A Closed-Loop Approach for Data-Guided Network Resource Allocation. KDD Yanan Bao, Huasen Wu, Xin Liu
2016	B	`conf`	Learning-aided scheduling for mobile virtual network operators with QoS constraints. WiOpt Tianxiao Zhang, Huasen Wu, Xin Liu, Longbo Huang
2016	—	`conf`	Shooting a moving target: Motion-prediction-based transmission for 360-degree videos. IEEE BigData Yanan Bao, Huasen Wu, Tianxiao Zhang, Albara Ah Ramli, Xin Liu
2016	J	`jnl`	UPDATE: User-Profile-Driven Adaptive TransfEr for Mobile Devices. ACM Trans. Embed. Comput. Syst. Yichuan Wang, Xin Liu, Cheng-Hsin Hsu
2016	B	`conf`	Viewing 360 degree videos: Motion prediction and bandwidth optimization. ICNP Yanan Bao, Huasen Wu, Albara Ah Ramli, Bradley Wang, Xin Liu
2016	J	`jnl`	When Backpressure Meets Predictive Scheduling. IEEE/ACM Trans. Netw. Longbo Huang, Shaoquan Zhang, Minghua Chen, Xin Liu
2015	—	`conf`	Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits. NIPS Huasen Wu, R. Srikant, Xin Liu, Chong Jiang
2015	J	`jnl`	Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits. CoRR Huasen Wu, R. Srikant, Xin Liu, Chong Jiang
2015	—	`conf`	Cost-aware compressive sensing for networked sensing systems. IPSN Liwen Xu, Xiaohong Hao, Nicholas D. Lane, Xin Liu, Thomas Moscibroda
2015	C	`conf`	Data-Guided Approach for Learning and Improving User Experience in Computer Networks. ACML Yanan Bao, Xin Liu, Amit Pande
2015	B	`conf`	EarlyBird: Mobile Prefetching of Social Network Feeds via Content Preference Mining and Usage Pattern Analysis. MobiHoc Yichuan Wang, Xin Liu, David Chu, Yunxin Liu
2015	J	`jnl`	Efficient Server Provisioning and Offloading Policies for Internet Data Centers with Dynamic Load-Demand. IEEE Trans. Computers Dan Xu, Xin Liu, Bin Fan
2015	Misc	`conf`	More with less: lowering user burden in mobile crowdsourcing through compressive sensing. UbiComp Liwen Xu, Xiaohong Hao, Nicholas D. Lane, Xin Liu, Thomas Moscibroda
2015	J	`jnl`	Proactive Serving Decreases User Delay Exponentially. SIGMETRICS Perform. Evaluation Rev. Shaoquan Zhang, Longbo Huang, Minghua Chen, Xin Liu
2015	J	`jnl`	Throughput-fairness optimization in energy-limited user-relay wireless networks. Wirel. Networks Dan Xu, Xin Liu
2015	J	`jnl`	Traffic-Aware Resource Provisioning for Distributed Clouds. IEEE Cloud Comput. Dan Xu, Xin Liu, Athanasios V. Vasilakos
2014	—	`conf`	A Resource Allocation Scheme for Heterogeneous Networks Using Dynamic Programming Approach. VTC Spring Ahmed R. Elsherif, Zhi Ding, Xin Liu
2014	J	`jnl`	Alleviate Cellular Congestion Through Opportunistic Trough Filling. EAI Endorsed Trans. Wirel. Spectr. Yichuan Wang, Xin Liu
2014	A*	`conf`	Application-level scheduling with deadline constraints. INFOCOM Huasen Wu, Xiaojun Lin, Xin Liu, Youguang Zhang
2014	Misc	`conf`	Decomposition of large-scale MDPs for wireless scheduling with load- and channel-awareness. ITA Huasen Wu, Xiaojun Lin, Xin Liu, Kun Tan, Yongguang Zhang
2014	J	`jnl`	Dynamic MIMO Precoding for Femtocell Interference Mitigation. IEEE Trans. Commun. Ahmed R. Elsherif, Zhi Ding, Xin Liu
2014	A*	`conf`	Effect of proactive serving on user delay reduction in service systems. SIGMETRICS Shaoquan Zhang, Longbo Huang, Minghua Chen, Xin Liu
2014	—	`conf`	Solar radiation prediction and energy allocation for energy harvesting base stations. ICC Yanan Bao, Xiaolei Wang, Xin Liu, Sheng Zhou, Zhisheng Niu
2014	J	`jnl`	The Power of Online Learning in Stochastic Network Optimization. CoRR Longbo Huang, Xin Liu, Xiaohong Hao
2014	A*	`conf`	The power of online learning in stochastic network optimization. SIGMETRICS Longbo Huang, Xin Liu, Xiaohong Hao
2014	J	`jnl`	When Queueing Meets Coding: Optimal-Latency Data Retrieving Scheme in Storage Clouds. CoRR Shengbo Chen, Yin Sun, Ulas C. Kozat, Longbo Huang, Prasun Sinha, Guanfeng Liang, Xin Liu, Ness B. Shroff
2014	B	`conf`	When backpressure meets predictive scheduling. MobiHoc Longbo Huang, Shaoquan Zhang, Minghua Chen, Xin Liu
2014	A*	`conf`	When queueing meets coding: Optimal-latency data retrieving scheme in storage clouds. INFOCOM Shengbo Chen, Yin Sun, Ulas C. Kozat, Longbo Huang, Prasun Sinha, Guanfeng Liang, Xin Liu, Ness B. Shroff
2013	A	`conf`	An end-to-end testbed for scalable video streaming to mobile devices over HTTP. ICME Yu-Sian Li, Chien-Chang Chen, Ting-An Lin, Cheng-Hsin Hsu, Yichuan Wang, Xin Liu
2013	J	`jnl`	Decentralized Bargain: A Two-Tier Market for Efficient and Flexible Dynamic Spectrum Access. IEEE Trans. Mob. Comput. Dan Xu, Xin Liu, Zhu Han
2013	J	`jnl`	Distributed Control of Multiple Cognitive Radio Overlay for Primary Queue Stability. IEEE Trans. Wirel. Commun. Fabio E. Lapiccirella, Xin Liu, Zhi Ding
2013	J	`jnl`	FASA: Accelerated S-ALOHA Using Access History for Event-Driven M2M Communications. IEEE/ACM Trans. Netw. Huasen Wu, Chenxi Zhu, Richard J. La, Xin Liu, Youguang Zhang
2013	A	`conf`	Fusing prefetch and delay-tolerant transfer for mobile videos. MobiSys Shu-Ting Wang, Ting-An Lin, Yichuan Wang, Cheng-Hsin Hsu, Xin Liu
2013	—	`conf`	Inference-driven dynamic access scheme for interference management in heterogeneous networks. CrownCom Ahmed R. Elsherif, Zhi Ding, Xin Liu, Jyri Hämäläinen, Risto Wichman
2013	B	`conf`	Laxity-based opportunistic scheduling with flow-level dynamics and deadlines. WCNC Huasen Wu, Youguang Zhang, Xin Liu
2013	A	`conf`	Mobile user clustering in large time-scale data transfer scheduling. MobiSys Ting-An Lin, Yichuan Wang, Cheng-Hsin Hsu, Xin Liu
2013	J	`jnl`	Region- and action-aware virtual world clients. ACM Trans. Multim. Comput. Commun. Appl. Yichuan Wang, Ting-An Lin, Cheng-Hsin Hsu, Xin Liu
2013	J	`jnl`	Resource Allocation in Two-Tier Heterogeneous Networks through Enhanced Shadow Chasing. IEEE Trans. Wirel. Commun. Ahmed R. Elsherif, Zhi Ding, Xin Liu, Jyri Hämäläinen
2013	J	`jnl`	When Backpressure Meets Predictive Scheduling. CoRR Longbo Huang, Shaoquan Zhang, Minghua Chen, Xin Liu
2012	—	`conf`	A Nonparametric Bayesian Approach for Opportunistic Data Transfer in Cellular Networks. WASA Nam Tuan Nguyen, Yichuan Wang, Xin Liu, Rong Zheng, Zhu Han
2012	—	`conf`	Adaptive precoding for femtocell interference mitigation. ICC Ahmed R. Elsherif, Ahmed Ahmedin, Zhi Ding, Xin Liu
2012	J	`jnl`	Efficient and Fair Bandwidth Allocation in Multichannel Cognitive Radio Networks. IEEE Trans. Mob. Comput. Dan Xu, Eric Jung, Xin Liu
2012	B	`conf`	Extracting typical users' moving patterns using deep learning. GLOBECOM Nam Tuan Nguyen, Yichuan Wang, Husheng Li, Xin Liu, Zhu Han
2012	—	`conf`	Fast Adaptive S-ALOHA Scheme for Event-Driven Machine-to-Machine Communications. VTC Fall Huasen Wu, Chenxi Zhu, Richard J. La, Xin Liu, Youguang Zhang
2012	J	`jnl`	Fast Adaptive S-ALOHA Scheme for Event-driven M2M Communications (Journal version) CoRR Huasen Wu, Chenxi Zhu, Richard J. La, Xin Liu, Youguang Zhang
2012	J	`jnl`	Fast Adaptive S-ALOHA Scheme for Event-driven Machine-to-Machine Communications CoRR Huasen Wu, Chenxi Zhu, Richard J. La, Xin Liu, Youguang Zhang
2012	A*	`conf`	Geographic trough filling for internet datacenters. INFOCOM Dan Xu, Xin Liu
2012	J	`jnl`	Improved spectrum access control of cognitive radios based on primary ARQ signals. IET Commun. Fabio E. Lapiccirella, Zhi Ding, Xin Liu
2012	J	`jnl`	Laxity-Based Opportunistic Scheduling with Flow-Level Dynamics and Deadlines CoRR Huasen Wu, Youguang Zhang, Xin Liu
2012	B	`conf`	Network-congestion-aware video streaming: A rest-and-download approach. SECON Eric Jung, Dhruv Gupta, Nicholas Mastronarde, Xin Liu
2012	—	`conf`	On TDD cross-tier in-band interference mitigation: A practical example. CrownCom Michal Cierny, Risto Wichman, Jyri Hämäläinen, Cássio B. Ribeiro, Zhi Ding, Xin Liu
2012	J	`jnl`	Opportunistic Spectrum Access in Multiple-Primary-User Environments Under the Packet Collision Constraint. IEEE/ACM Trans. Netw. Eric Jung, Xin Liu
2012	—	`conf`	Shadow chasing : A resource allocation scheme for heterogeneous networks. CrownCom Ahmed R. Elsherif, Zhi Ding, Xin Liu, Jyri Hämäläinen, Risto Wichman
2012	B	`conf`	Shadow chasing enhancement in resource allocation for heterogeneous networks. GLOBECOM Ahmed R. Elsherif, Zhi Ding, Xin Liu, Jyri Hämäläinen
2012	B	`conf`	SmartTransfer: transferring your mobile multimedia contents at the "right" time. NOSSDAV Yichuan Wang, Xin Liu, Angela Nicoara, Ting-An Lin, Cheng-Hsin Hsu
2012	A*	`conf`	Spectrum mobility games. INFOCOM Richard Southwell, Jianwei Huang, Xin Liu
2011	J	`jnl`	Decentralized Cognitive Radio Control Based on Inference from Primary Link Control Information. IEEE J. Sel. Areas Commun. Senhua Huang, Xin Liu, Zhi Ding
2011	J	`jnl`	Delay Performance of Threshold Policies for Dynamic Spectrum Access. IEEE Trans. Wirel. Commun. Rong-Rong Chen, Xin Liu
2011	J	`jnl`	Geographic Trough Filling for Internet Datacenters CoRR Dan Xu, Xin Liu
2011	J	`jnl`	Integration Gain of Heterogeneous WiFi/WiMAX Networks. IEEE Trans. Mob. Comput. Wei Wang, Xin Liu, John Vicente, Prasant Mohapatra
2011	B	`conf`	Minimizing energy cost for Internet-scale datacenters with dynamic traffic. IWQoS Dan Xu, Xin Liu, Bin Fan
2011	A	`conf`	Network traces of virtual worlds: measurements and applications. MMSys Yichuan Wang, Cheng-Hsin Hsu, Jatinder Pal Singh, Xin Liu
2011	J	`jnl`	Toward dynamic energy-efficient operation of cellular network infrastructure. IEEE Commun. Mag. Eunsung Oh, Bhaskar Krishnamachari, Xin Liu, Zhisheng Niu
2011	A	`conf`	Toward region- and action-aware second life clients: A parameterized second life traffic model. ICME Yichuan Wang, Cheng-Hsin Hsu, Jatinder Pal Singh, Xin Liu
2011	A*	`conf`	Traffic-tracing gateway (TTG). INFOCOM Haiping Liu, Xiaoling Qiu, Dipak Ghosal, Chen-Nee Chuah, Xin Liu, Yueyue Fan
2010	B	`conf`	A Two-Tier Market for Decentralized Dynamic Spectrum Access in Cognitive Radio Networks. SECON Dan Xu, Xin Liu, Zhu Han
2010	Misc	`conf`	Bit allocation of WWAN scalable H.264 video multicast for heterogeneous cooperative peer-to-peer collective. ICASSP Xin Liu, Gene Cheung, Chen-Nee Chuah, Yusheng Ji
2010	J	`jnl`	Corrections to "Structured Network Coding and Cooperative Wireless Ad-Hoc Peer-to-Peer Repair for WWAN Video Broadcast" [Jun 09 730-741]. IEEE Trans. Multim. Xin Liu, Gene Cheung, Chen-Nee Chuah
2010	B	`conf`	Deterministic structured network coding for WWAN video broadcast with cooperative peer-to-peer repair. ICIP Xin Liu, Gene Cheung, Chen-Nee Chuah
2010	A*	`conf`	Distributed Power Control for Cognitive User Access based on Primary Link Control Feedback. INFOCOM Senhua Huang, Xin Liu, Zhi Ding
2010	J	`jnl`	Exploiting and Defending Opportunistic Scheduling in Cellular Data Networks. IEEE Trans. Mob. Comput. Radmilo Racic, Denys Ma, Hao Chen, Xin Liu
2010	J	`jnl`	Markov decision process (MDP) framework for software power optimization using call profiles on mobile phones. Des. Autom. Embed. Syst. Eric Jung, Frank Maker III, Tang Lung Cheung, Xin Liu, Venkatesh Akella
2010	J	`jnl`	The Multicast Capacity of Large Multihop Wireless Networks. IEEE/ACM Trans. Netw. Srinivas Shakkottai, Xin Liu, Rayadurgam Srikant
2009	C	`conf`	Joint source/channel coding of WWAN multicast video for a cooperative peer-to-peer collective using structured network coding. MMSP Xin Liu, Gene Cheung, Chen-Nee Chuah
2009	Misc	`conf`	Markov decision process (MDP) framework for optimizing software on mobile phones. EMSOFT Tang Lung Cheung, Kari Okamoto, Frank Maker III, Xin Liu, Venkatesh Akella
2009	A*	`conf`	Optimal Sensing-Transmission Structure for Dynamic Spectrum Access. INFOCOM Senhua Huang, Xin Liu, Zhi Ding
2009	J	`jnl`	Optimal Transmission Strategies for Dynamic Spectrum Access in Cognitive Radio Networks. IEEE Trans. Mob. Comput. Senhua Huang, Xin Liu, Zhi Ding
2009	J	`jnl`	Robust Routing and Scheduling in Wireless Mesh Networks under Dynamic Traffic Conditions. IEEE Trans. Mob. Comput. Wei Wang, Xin Liu, Dilip Krishnaswamy
2009	J	`jnl`	Structured Network Coding and Cooperative Wireless Ad-Hoc Peer-to-Peer Repair for WWAN Video Broadcast. IEEE Trans. Multim. Xin Liu, Gene Cheung, Chen-Nee Chuah
2008	J	`jnl`	Asymptotic uniform data-rate guarantees in large wireless networks. Ad Hoc Networks Xin Liu, R. Srikant
2008	J	`jnl`	Channel Assignment and Link Scheduling in Multi-Radio Multi-Channel Wireless Mesh Networks. Mob. Networks Appl. Hua Yu, Prasant Mohapatra, Xin Liu
2008	A*	`conf`	Exploiting Opportunistic Scheduling in Cellular Data Networks. NDSS Radmilo Racic, Denys Ma, Hao Chen, Xin Liu
2008	B	`conf`	Heterogeneous wireless access in large mesh networks. MASS Haiping Liu, Xin Liu, Chen-Nee Chuah, Prasant Mohapatra
2008	—	`conf`	Network Coding Based Cooperative Peer-to-Peer Repair in Wireless Ad-Hoc Networks. ICC Xin Liu, Saqib Raza, Chen-Nee Chuah, Gene Cheung
2008	A*	`conf`	Opportunistic Spectrum Access in Cognitive Radio Networks. INFOCOM Senhua Huang, Xin Liu, Zhi Ding
2008	—	`conf`	Opportunistic spectrum access in cognitive radio networks: when to turn off the spectrum sensors. WICON Dan Xu, Xin Liu
2008	B	`conf`	Per User Throughput in Large Wireless Networks. SECON Dan Xu, Xin Liu
2008	C	`conf`	Rate-distortion optimized network coding for cooperative video stream repair in wireless peer-to-peer networks. WOWMOM Xin Liu, Gene Cheung, Chen-Nee Chuah
2008	C	`conf`	Structured network coding and cooperative local peer-to-peer repair for MBMS video streaming. MMSP Xin Liu, Gene Cheung, Chen-Nee Chuah
2007	J	`jnl`	Balancing Push and Pull for Efficient Information Discovery in Large-Scale Sensor Networks. IEEE Trans. Mob. Comput. Xin Liu, Qingfeng Huang, Ying Zhang
2007	J	`jnl`	Delay sensitive scheduling schemes for heterogeneous QoS over wireless networks. IEEE Trans. Wirel. Commun. Zhu Han, Xin Liu, Z. Jane Wang, K. J. Ray Liu
2007	C	`conf`	Dynamic Channel Assignment and Link Scheduling in Multi-Radio Multi-Channel Wireless Mesh Networks. MobiQuitous Hua Yu, Prasant Mohapatra, Xin Liu
2007	B	`conf`	Energy Efficient Throughput Optimization in Multi-hop Wireless Networks. Networking Dan Xu, Xin Liu
2007	B	`conf`	Non-Intrusive Cognitive Radio Networks Based on Smart Antenna Technology. GLOBECOM Senhua Huang, Zhi Ding, Xin Liu
2007	J	`jnl`	On the deployment of wireless data back-haul networks. IEEE Trans. Wirel. Commun. Xin Liu, Prasant Mohapatra
2007	B	`conf`	Priority Collision Resolution - Distributed Coordination Function for Distributed Wireless Networks. GLOBECOM Xiaohui Ye, Xin Liu, S. J. Ben Yoo, Zhi Ding
2007	B	`conf`	Robust Routing and Scheduling in Wireless Mesh Networks. SECON Wei Wang, Xin Liu, Dilip Krishnaswamy
2007	—	`conf`	Scheduling Multiple Partially Overlapped Channels in Wireless Mesh Networks. ICC Haiping Liu, Hua Yu, Xin Liu, Chen-Nee Chuah, Prasant Mohapatra
2007	B	`conf`	The multicast capacity of large multihop wireless networks. MobiHoc Srinivas Shakkottai, Xin Liu, R. Srikant
2006	—	`conf`	A framework for maximum capacity in multi-channel multi-radio wireless networks. CCNC Wei Wang, Xin Liu
2006	C	`conf`	Coverage with Connectivity in Wireless Sensor Networks. BROADNETS Xin Liu
2006	J	`jnl`	Sensing-based opportunistic channel access. Mob. Networks Appl. Xin Liu, Sai Shankar N.
2004	Misc	`conf`	Combs, needles, haystacks: balancing push and pull for discovery in large-scale sensor networks. SenSys Xin Liu, Qingfeng Huang, Ying Zhang
2004	B	`conf`	Energy-aware node placement in wireless sensor networks. GLOBECOM Peng Cheng, Chen-Nee Chuah, Xin Liu
2003	J	`jnl`	A framework for opportunistic scheduling in wireless networks. Comput. Networks Xin Liu, Edwin K. P. Chong, Ness B. Shroff
2003	—	`conf`	Bounds on the Sum Timing Capacity of Single-server Queues with Multiple Input and Output Terminals. Advances in Network Information Theory Xin Liu, Rayadurgam Srikant
2001	A*	`conf`	Transmission Scheduling for Efficient Wireless Network Utilization. INFOCOM Xin Liu, Edwin K. P. Chong, Ness B. Shroff
2001	—	`conf`	Transmission scheduling for efficient wireless resource utilization with minimum-performance guarantees. VTC Fall Xin Liu, Edwin K. P. Chong, Ness B. Shroff
2000	—	`conf`	Efficient Network Utilization for Multimedia Wireless Networks. Mobile and Wireless Communication Networks Xin Liu, Edwin K. P. Chong, Ness B. Shroff