| 2025 | ICASSP | Integrated Interpolation and Matrix Completion for Radio Map Estimation: A Convex Optimization Approach. | Hongcheng Dong, Wenqiang Pu, Rui Zhou, Xiao Fu, Feng Yin |
| 2025 | ICASSP | Basis Function Learning for Variable-Length and Continuous-Indexed Signals. | Siyuan Li, Lei Cheng, Feng Yin, Jianlong Li, Peter Gerstoft |
| 2025 | ICASSP | Maximum Likelihood Estimation for Bivariate Joint Distribution Recovery from Max-Aggregated Data. | Tianjian Zhang, Feng Yin, Yue Sun, Qi Yan |
| 2024 | AAAI | ProAgent: Building Proactive Cooperative Agents with Large Language Models. | Ceyao Zhang, Kaijie Yang, Siyi Hu, Zihao Wang, Guanghe Li, Yihang Sun, Cheng Zhang, Zhaowei Zhang, Anji Liu, Song-Chun Zhu, Xiaojun Chang, Junge Zhang, Feng Yin, Yitao Liang, Yaodong Yang |
| 2024 | FUSION | LMMSE-Aided WLLS Location Estimators for Source Localization with RSS Measurements. | Donglin Zhang, Zhansheng Duan, Yiyong Sun, Feng Yin |
| 2024 | FUSION | Regularization-Based Efficient Continual Learning in Deep State-Space Models. | Yuanhang Zhang, Zhidi Lin, Yiyong Sun, Feng Yin, Carsten Fritsche |
| 2024 | ICASSP | Joint DOA Estimation and Distorted Sensor Detection Under Entangled Low-Rank and Row-Sparse Constraints. | Huiping Huang, Tianjian Zhang, Feng Yin, Bin Liao, Henk Wymeersch |
| 2024 | ICASSP | Towards Efficient Modeling and Inference in Multi-Dimensional Gaussian Process State-Space Models. | Zhidi Lin, Juan Maroas, Ying Li, Feng Yin, Sergios Theodoridis |
| 2024 | ICASSP | Bayesian-Boosted MetaLoc: Efficient Training and Guaranteed Generalization for Indoor Localization. | Dongze Wu, Jun Gao, Feng Yin |
| 2024 | ICLR | Graphical Multioutput Gaussian Process with Attention. | Yijue Dai, Wenzhong Yan, Feng Yin |
| 2024 | ICML | Preventing Model Collapse in Gaussian Process Latent Variable Models. | Ying Li, Zhidi Lin, Feng Yin, Michael Minyi Zhang |
| 2023 | ICASSP | Overcoming Posterior Collapse in Variational Autoencoders Via EM-Type Training. | Ying Li, Lei Cheng, Feng Yin, Michael Minyi Zhang, Sergios Theodoridis |
| 2023 | ICASSP | Output-Dependent Gaussian Process State-Space Model. | Zhidi Lin, Lei Cheng, Feng Yin, Lexi Xu, Shuguang Cui |
| 2022 | FUSION | Gaussian Process Regression with Grid Spectral Mixture Kernel: Distributed Learning for Multidimensional Data. | Richard Cornelius Suwandi, Zhidi Lin, Yiyong Sun, Zhiguo Wang, Lei Cheng, Feng Yin |
| 2022 | ICASSP | Multitask Gaussian Process With Hierarchical Latent Interactions. | Kai Chen, Twan van Laarhoven, Elena Marchiori, Feng Yin, Shuguang Cui |
| 2022 | ICASSP | ICASSP-SPGC 2022: Root Cause Analysis for Wireless Network Fault Localization. | Tianjian Zhang, Qian Chen, Yi Jiang, Dandan Miao, Feng Yin, Tao Quan, Qingjiang Shi, Zhi-Quan Luo |
| 2022 | ICLR | Fast Generic Interaction Detection for Model Interpretability and Compression. | Tianjian Zhang, Feng Yin, Zhi-Quan Luo |
| 2022 | PST | A Secure and Privacy-Preserving Dynamic Aggregation Mechanism for V2G System. | Xiaodong Qu, Qinglei Kong, Feng Yin, Leixi Xu |
| 2021 | ICASSP | Graph Neural Network for Large-Scale Network Localization. | Wenzhong Yan, Di Jin, Zhidi Lin, Feng Yin |
| 2020 | FUSION | Learning While Tracking: A Practical System Based on Variational Gaussian Process State-Space Model and Smartphone Sensory Data. | Ang Xie, Feng Yin, Bo Ai, Sha Zhang, Shuguang Cui |
| 2020 | ICASSP | Exploiting Sparsity for Robust Sensor Network Localization in Mixed LOS/NLOS Environments. | Di Jin, Feng Yin, Michael Fau, Michael Muma, Abdelhak M. Zoubir |
| 2020 | IGARSS | Winter Wheat Yield Estimation at the Field Scale By Assimilating Sentinel-2 LAI into Crop Growth Model. | Yantong Wu, Wenbo Xu, Hai Huang, Jianxi Huang, Feng Yin, Hongyuan Ma, Wen Zhuo, Xinran Gao, Qianrong Shen, Xinlei Wang |
| 2020 | IROS | Cleaning Robot Operation Decision Based on Causal Reasoning and Attribute Learning | Yapeng Li, Dongbo Zhang, Feng Yin, Ying Zhang |
| 2020 | UAI | An Interpretable and Sample Efficient Deep Kernel for Gaussian Process. | Yijue Dai, Tianjian Zhang, Zhidi Lin, Feng Yin, Sergios Theodoridis, Shuguang Cui |
| 2019 | ICASSP | Scalable Gaussian Process Using Inexact Admm for Big Data. | Yue Xu, Feng Yin, Jiawei Zhang, Wenjun Xu, Shuguang Cui, Zhi-Quan Luo |
| 2019 | ICIP | How Effectively can Indoor Wireless Positioning Relieve Visual Tracking Pains: A Cramer-Rao Bound Viewpoi. | Panwen Hu, Zizheng Yan, Rui Huang, Feng Yin |
| 2018 | FUSION | Sparse Structure Enabled Grid Spectral Mixture Kernel for Temporal Gaussian Process Regression. | Feng Yin, Xinwei He, Lishuo Pan, Tianshi Chen, Zhi-Quan Tom Luo, Sergios Theodoridis |
| 2018 | IGARSS | A Sensor Invariant Atmospheric Correction Method for Satellite Images. | Feng Yin, Jos Gmez-Dans, Philip Lewis |
| 2017 | GLOBECOM | High-Accuracy Wireless Traffic Prediction: A GP-Based Machine Learning Approach. | Yue Xu, Wenjun Xu, Feng Yin, Jiaru Lin, Shuguang Cui |
| 2016 | FUSION | Gaussian processes for flow modeling and prediction of positioned trajectories evaluated with sports data. | Yuxin Zhao, Feng Yin, Fredrik Gunnarsson, Fredrik Hultkrantz, Johan Fagerlind |
| 2016 | ICASSP | Cooperative localization based on severely quantized RSS measurements in wireless sensor network. | Di Jin, Feng Yin, Carsten Fritsche, Abdelhak M. Zoubir, Fredrik Gustafsson |
| 2016 | ICNC | Similarity between existing position updating formulas and a unified and simplified formula in Particle Swarm Optimization. | Jian Hu, Feng Yin |
| 2016 | VTC | Fundamental Bounds on Position Estimation Using Proximity Reports. | Feng Yin, Yuxin Zhao, Fredrik Gunnarsson |
| 2016 | VTC | Gaussian Process for Propagation Modeling and Proximity Reports Based Indoor Positioning. | Yuxin Zhao, Feng Yin, Fredrik Gunnarsson, Mehdi Amirijoo, Gustaf Hendeby |
| 2015 | FUSION | Proximity report triggering threshold optimization for network-based indoor positioning. | Feng Yin, Yuxin Zhao, Fredrik Gunnarsson |
| 2015 | FUSION | Particle filtering for positioning based on proximity reports. | Yuxin Zhao, Feng Yin, Fredrik Gunnarsson, Mehdi Amirijoo, Emre zkan, Fredrik Gustafsson |
| 2013 | ICASSP | Received signal strength-based joint parameter estimation algorithm for robust geolocation in LOS/NLOS environments. | Feng Yin, Carsten Fritsche, Fredrik Gustafsson, Abdelhak M. Zoubir |
| 2012 | ICASSP | Robust positioning in NLOS environments using nonparametric adaptive kernel density estimation. | Feng Yin, Abdelhak M. Zoubir |
| 2011 | ICMLC | Improved density-induced support vector data description. | Feng Yin, Guang-Xin Huang |
| 2010 | ICMLC | Improved support vector data description. | Guang-Xin Huang, Huafu Chen, Feng Yin |
| 2006 | ICNC | A Novel Unified SPM-ICA-PCA Method for Detecting Epileptic Activities in Resting-State fMRI. | Qiyi Song, Feng Yin, Huafu Chen, Yi Zhang, Qiaoli Hu, Dezhong Yao |