Qin Lu

54 papers A 1B 1C 3Misc 8Journal 30Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deploying AI for Signal Processing Education: Selected challenges and intriguing opportunities [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective].
IEEE Signal Process. Mag.
Jarvis Haupt, Qin Lu, Yanning Shen, Jia Chen, Yue Dong, Dan McCreary, Mehmet Akçakaya, Georgios B. Giannakis
2025 — conf
Adapting LLMs for High-Dimensional Bayesian Optimization.
IEEECONF
Haotian Xiang, Qin Lu
2025 J jnl
Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges.
CoRR
Haoran Lu, Luyang Fang, Ruidong Zhang, Xinliang Li, Jiazhang Cai, Huimin Cheng, Lin Tang, Ziyu Liu, Zeliang Sun, Tao Wang, Yingchuan Zhang, Arif Hassan Zidan, Jinwen Xu, Jincheng Yu, Meizhi Yu, Hanqi Jiang, Xilin Gong, Weidi Luo, Bolun Sun, Yongkai Chen, Terry Ma, Shushan Wu, Yifan Zhou, Junhao Chen, Haotian Xiang, Jing Zhang, Afrar Jahin, Wei Ruan, Ke Deng, Yi Pan, Peilong Wang, Jiahui Li, Zhengliang Liu, Lu Zhang, Lin Zhao, Wei Liu, Dajiang Zhu, Xin Xing, Fei Dou, Wei Zhang, Chao Huang, Rongjie Liu, Mengrui Zhang, Yiwen Liu, Xiaoxiao Sun, Qin Lu, Zhen Xiang, Wenxuan Zhong, Tianming Liu, Ping Ma
2025 C conf
Bayesian Optimization for Robust Identification of Ornstein-Uhlenbeck Model.
FUSION
Jinwen Xu, Qin Lu, Yaakov Bar-Shalom
2025 J jnl
Bayesian Optimization for Robust Identification of Ornstein-Uhlenbeck Model.
CoRR
Jinwen Xu, Qin Lu, Yaakov Bar-Shalom
2025 B conf
Blood Pressure Estimation from Vibration Signals via Coarse-to-Fine Contrastive Learning, Feature Selection and Synthesis.
CHASE
Yida Zhang, Jiayu Chen, Yingjian Song, Zixuan Zeng, Xiang Zhang, Qin Lu, Bradley G. Phillips, Zaipeng Xie, Wenzhan Song
2025 J jnl
Build AI Assistants using Large Language Models and Agents to Enhance the Engineering Education of Biomechanics.
CoRR
Hanzhi Yan, Qin Lu, Xianqiao Wang, Xiaoming Zhai, Tianming Liu, He Li
2025 J jnl
Conformalized Gaussian processes for online uncertainty quantification over graphs.
CoRR
Jinwen Xu, Qin Lu, Georgios B. Giannakis
2025 — conf
Conformalizing ensemble Gaussian processes with robustness to model mis-specification.
IEEECONF
Jinwen Xu, Qin Lu, Georgios B. Giannakis
2025 J jnl
Deploying AI for Signal Processing education: Selected challenges and intriguing opportunities.
CoRR
Jarvis Haupt, Qin Lu, Yanning Shen, Jia Chen, Yue Dong, Dan McCreary, Mehmet Akçakaya, Georgios B. Giannakis
2025 J jnl
Fine-tuning LLMs with variational Bayesian last layer for high-dimensional Bayesian optimization.
CoRR
Haotian Xiang, Jinwen Xu, Qin Lu
2025 — conf
Meta-learning Gaussian Process Priors Using Non-stationary Spectral Features.
IEEECONF
Yilang Zhang, Qin Lu, Panagiotis A. Traganitis, Georgios B. Giannakis
2025 J jnl
Multi-granularity Supervised Contrastive Learning with Online Adaptation for Contactless In-bed Posture Classification.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yingjian Song, Haotian Xiang, Zixuan Zeng, Jiayu Chen, Yida Zhang, Zaid Farooq Pitafi, He Yang, Qin Lu, Xiang Zhang, Bradley G. Phillips, Fei Dou, Wenzhan Song
2025 Misc conf
Online scalable Gaussian processes with conformal prediction for guaranteed coverage.
ICASSP
Jinwen Xu, Qin Lu, Georgios B. Giannakis
2024 — conf
Active labeling for online ensemble learning.
SAM
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
2024 — conf
Adaptive Bayesian Optimization for Online Management in Mobile Edge Computing.
SAM
Jia Yan, Qin Lu, Konstantinos D. Polyzos
2024 J jnl
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing.
IEEE Trans. Wirel. Commun.
Jia Yan, Qin Lu, Georgios B. Giannakis
2024 J jnl
Online scalable Gaussian processes with conformal prediction for guaranteed coverage.
CoRR
Jinwen Xu, Qin Lu, Georgios B. Giannakis
2024 J jnl
Weighted Ensembles for Adaptive Active Learning.
IEEE Trans. Signal Process.
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
2023 Misc conf
Bayesian Optimization with Ensemble Learning Models and Adaptive Expected Improvement.
ICASSP
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
2023 Misc conf
Gaussian Process Dynamical Modeling for Adaptive Inference Over Graphs.
ICASSP
Qin Lu, Konstantinos D. Polyzos
2023 J jnl
Incremental Ensemble Gaussian Processes.
IEEE Trans. Pattern Anal. Mach. Intell.
Qin Lu, Georgios Vasileios Karanikolas, Georgios B. Giannakis
2023 J jnl
Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process.
IEEE Trans. Pattern Anal. Mach. Intell.
Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis
2023 J jnl
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges.
CoRR
Fei Dou, Jin Ye, Geng Yuan, Qin Lu, Wei Niu, Haijian Sun, Le Guan, Guoyu Lu, Gengchen Mai, Ninghao Liu, Jin Lu, Zhengliang Liu, Zihao Wu, Chenjiao Tan, Shaochen Xu, Xianqiao Wang, Guoming Li, Lilong Chai, Sheng Li, Jin Sun, Hongyue Sun, Yunli Shao, Changying Li, Tianming Liu, Wenzhan Song
2022 — conf
Active Sampling over Graphs for Bayesian Reconstruction with Gaussian Ensembles.
IEEECONF
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
2022 J jnl
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing.
CoRR
Jia Yan, Qin Lu, Georgios B. Giannakis
2022 — conf
Bayesian Optimization for Task Offloading and Resource Allocation in Mobile Edge Computing.
IEEECONF
Jia Yan, Qin Lu, Georgios B. Giannakis
2022 J jnl
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability.
IEEE Trans. Signal Process.
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
2022 J jnl
Surrogate modeling for Bayesian optimization beyond a single Gaussian process.
CoRR
Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis
2022 J jnl
Weighted Ensembles for Active Learning with Adaptivity.
CoRR
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
2021 Misc conf
Gaussian Process Temporal-Difference Learning with Scalability and Worst-Case Performance Guarantees.
ICASSP
Qin Lu, Georgios B. Giannakis
2021 Misc conf
Graph-Adaptive Incremental Learning Using an Ensemble of Gaussian Process Experts.
ICASSP
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
2021 J jnl
Incremental Ensemble Gaussian Processes.
CoRR
Qin Lu, Georgios Vasileios Karanikolas, Georgios B. Giannakis
2021 — conf
On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation.
ACSCC
Konstantinos D. Polyzos, Qin Lu, Alireza Sadeghi, Georgios B. Giannakis
2021 — conf
Online Graph-Guided Inference Using Ensemble Gaussian Processes of Egonet Features.
ACSCC
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
2021 Misc conf
Online Unsupervised Learning Using Ensemble Gaussian Processes with Random Features.
ICASSP
Georgios Vasileios Karanikolas, Qin Lu, Georgios B. Giannakis
2021 J jnl
Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational Graphs.
IEEE Trans. Signal Inf. Process. over Networks
Qin Lu, Georgios B. Giannakis
2021 J jnl
Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes.
CoRR
Qin Lu, Georgios B. Giannakis
2021 — conf
Spatio-Temporal Inference of Dynamical Gaussian Processes Over Graphs.
ACSCC
Qin Lu, Georgios B. Giannakis
2020 A conf
Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability.
AISTATS
Qin Lu, Georgios Vasileios Karanikolas, Yanning Shen, Georgios B. Giannakis
2020 J jnl
Graph-Adaptive Semi-Supervised Tracking of Dynamic Processes Over Switching Network Modes.
IEEE Trans. Signal Process.
Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis
2020 Misc conf
Semi-Supervised Learning of Processes Over Multi-Relational Graphs.
ICASSP
Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis
2019 J jnl
Estimation for a Thrusting/Ballistic Object With Mass Ejection From a Single Fixed Passive Sensor With Delayed Acquisition.
IEEE Trans. Aerosp. Electron. Syst.
Kaipei Yang, Qin Lu, Yaakov Bar-Shalom, Peter Willett, Ziv Freund, Ronen Ben-Dov, Benny Milgrom
2019 Misc conf
Learning Graph Processes with Multiple Dynamical Models.
ACSSC
Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis, Mario Coutino
2019 J jnl
Measurement Extraction for Two Closely-Spaced Objects Using an Imaging Sensor.
IEEE Trans. Aerosp. Electron. Syst.
Qin Lu, Yaakov Bar-Shalom, Peter Willett, Francesco A. N. Palmieri, Ronen Ben-Dov, Benny Milgrom
2019 — conf
Semi-Supervised Tracking of Dynamic Processes Over Switching Graphs.
DSW
Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis
2018 J jnl
Efficient Estimation of a Thrusting/Ballistic Trajectory Using a Single Passive Sensor.
IEEE Trans. Aerosp. Electron. Syst.
Qin Lu, Yaakov Bar-Shalom, Peter Willett, Ronen Ben-Dov, Ting Yuan
2018 J jnl
Measurement Extraction for a Point Target From an Optical Sensor.
IEEE Trans. Aerosp. Electron. Syst.
Qin Lu, Yaakov Bar-Shalom, Peter Willett, Balakumar Balasingam
2018 J jnl
Tracking Initially Unresolved Thrusting Objects Using an Optical Sensor.
IEEE Trans. Aerosp. Electron. Syst.
Qin Lu, Yaakov Bar-Shalom, Peter Willett, Ronen Ben-Dov, Benny Milgrom, Karl Granström
2017 J jnl
A Bootstrapped PMHT with Feature Measurements.
IEEE Trans. Aerosp. Electron. Syst.
Qin Lu, Katherine Domrese, Peter Willett, Yaakov Bar-Shalom, Krishna R. Pattipati
2017 C conf
Motion parameter estimation of a thrusting/ballistic object from a single fixed passive sensor with delayed acquisition.
FUSION
Kaipei Yang, Qin Lu, Yaakov Bar-Shalom, Peter Willett, Ziv Freund, Ronen Ben-Dov
2017 C conf
Multidimensional Cramér-Rao-Leibniz lower bound for vector-measurement-based likelihood functions with parameter-dependent support.
FUSION
Qin Lu, Yaakov Bar-Shalom, Peter Willett, Francesco A. N. Palmieri, Fred Daum
2017 J jnl
Parallel combinatory multicarrier modulation in underwater acoustic communications.
IET Commun.
Qin Lu, Xiaoyi Hu, Deqing Wang, Shengli Zhou
2017 J jnl
The Multidimensional Cramér-Rao-Leibniz Lower Bound for Likelihood Functions With Parameter-Dependent Support.
IEEE Trans. Aerosp. Electron. Syst.
Qin Lu, Yaakov Bar-Shalom, Peter Willett, Francesco Palmieri, Fred Daum