Qin Lu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 35

Top Topics

Gaussian Process

Dynamical Model

Top Venues

IEEE Trans. Aerosp. Electron. Syst.

Publications

Jia Yan, Qin Lu, Georgios B. Giannakis
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing. IEEE Trans. Wirel. Commun. 23 (4) (2024)
Qin Lu, Georgios Vasileios Karanikolas, Georgios B. Giannakis
Incremental Ensemble Gaussian Processes. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis
Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Qin Lu, Konstantinos D. Polyzos
Gaussian Process Dynamical Modeling for Adaptive Inference Over Graphs. ICASSP (2023)
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
Bayesian Optimization with Ensemble Learning Models and Adaptive Expected Improvement. ICASSP (2023)
Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis
Surrogate modeling for Bayesian optimization beyond a single Gaussian process. CoRR (2022)
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
Active Sampling over Graphs for Bayesian Reconstruction with Gaussian Ensembles. IEEECONF (2022)
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
Weighted Ensembles for Active Learning with Adaptivity. CoRR (2022)
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability. IEEE Trans. Signal Process. 70 (2022)
Jia Yan, Qin Lu, Georgios B. Giannakis
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing. CoRR (2022)
Jia Yan, Qin Lu, Georgios B. Giannakis
Bayesian Optimization for Task Offloading and Resource Allocation in Mobile Edge Computing. IEEECONF (2022)
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
Online Graph-Guided Inference Using Ensemble Gaussian Processes of Egonet Features. ACSCC (2021)
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
Graph-Adaptive Incremental Learning Using an Ensemble of Gaussian Process Experts. ICASSP (2021)
Konstantinos D. Polyzos, Qin Lu, Alireza Sadeghi, Georgios B. Giannakis
On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation. ACSCC (2021)
Qin Lu, Georgios B. Giannakis
Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational Graphs. IEEE Trans. Signal Inf. Process. over Networks 7 (2021)
Qin Lu, Georgios B. Giannakis
Spatio-Temporal Inference of Dynamical Gaussian Processes Over Graphs. ACSCC (2021)
Qin Lu, Georgios B. Giannakis
Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes. CoRR (2021)
Qin Lu, Georgios B. Giannakis
Gaussian Process Temporal-Difference Learning with Scalability and Worst-Case Performance Guarantees. ICASSP (2021)
Georgios Vasileios Karanikolas, Qin Lu, Georgios B. Giannakis
Online Unsupervised Learning Using Ensemble Gaussian Processes with Random Features. ICASSP (2021)
Qin Lu, Georgios Vasileios Karanikolas, Georgios B. Giannakis
Incremental Ensemble Gaussian Processes. CoRR (2021)
Qin Lu, Georgios Vasileios Karanikolas, Yanning Shen, Georgios B. Giannakis
Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability. AISTATS (2020)
Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis
Semi-Supervised Learning of Processes Over Multi-Relational Graphs. ICASSP (2020)
Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis
Graph-Adaptive Semi-Supervised Tracking of Dynamic Processes Over Switching Network Modes. IEEE Trans. Signal Process. 68 (2020)
Qin Lu, Yaakov Bar-Shalom, Peter Willett, Francesco A. N. Palmieri, Ronen Ben-Dov, Benny Milgrom
Measurement Extraction for Two Closely-Spaced Objects Using an Imaging Sensor. IEEE Trans. Aerosp. Electron. Syst. 55 (6) (2019)
Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis
Semi-Supervised Tracking of Dynamic Processes Over Switching Graphs. DSW (2019)
Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis, Mario Coutino
Learning Graph Processes with Multiple Dynamical Models. ACSSC (2019)
Kaipei Yang, Qin Lu, Yaakov Bar-Shalom, Peter Willett, Ziv Freund, Ronen Ben-Dov, Benny Milgrom
Estimation for a Thrusting/Ballistic Object With Mass Ejection From a Single Fixed Passive Sensor With Delayed Acquisition. IEEE Trans. Aerosp. Electron. Syst. 55 (6) (2019)
Qin Lu, Yaakov Bar-Shalom, Peter Willett, Balakumar Balasingam
Measurement Extraction for a Point Target From an Optical Sensor. IEEE Trans. Aerosp. Electron. Syst. 54 (6) (2018)
Qin Lu, Yaakov Bar-Shalom, Peter Willett, Ronen Ben-Dov, Ting Yuan
Efficient Estimation of a Thrusting/Ballistic Trajectory Using a Single Passive Sensor. IEEE Trans. Aerosp. Electron. Syst. 54 (6) (2018)
Qin Lu, Yaakov Bar-Shalom, Peter Willett, Ronen Ben-Dov, Benny Milgrom, Karl Granström
Tracking Initially Unresolved Thrusting Objects Using an Optical Sensor. IEEE Trans. Aerosp. Electron. Syst. 54 (2) (2018)
Qin Lu, Katherine Domrese, Peter Willett, Yaakov Bar-Shalom, Krishna R. Pattipati
A Bootstrapped PMHT with Feature Measurements. IEEE Trans. Aerosp. Electron. Syst. 53 (5) (2017)
Qin Lu, Yaakov Bar-Shalom, Peter Willett, Francesco A. N. Palmieri, Fred Daum
Multidimensional Cramér-Rao-Leibniz lower bound for vector-measurement-based likelihood functions with parameter-dependent support. FUSION (2017)
Kaipei Yang, Qin Lu, Yaakov Bar-Shalom, Peter Willett, Ziv Freund, Ronen Ben-Dov
Motion parameter estimation of a thrusting/ballistic object from a single fixed passive sensor with delayed acquisition. FUSION (2017)
Qin Lu, Yaakov Bar-Shalom, Peter Willett, Francesco Palmieri, Fred Daum
The Multidimensional Cramér-Rao-Leibniz Lower Bound for Likelihood Functions With Parameter-Dependent Support. IEEE Trans. Aerosp. Electron. Syst. 53 (5) (2017)
Qin Lu, Xiaoyi Hu, Deqing Wang, Shengli Zhou
Parallel combinatory multicarrier modulation in underwater acoustic communications. IET Commun. 11 (9) (2017)