| 2026 | AAAI | A-FloPS: Accelerating Diffusion Models via Adaptive Flow Path Sampler. | Cheng Jin, Zhenyu Xiao, Yuantao Gu |
| 2026 | WWW | FishFlow: A LLM-Empowered Dynamic Pricing Framework for Online Fleamarket Platform. | Kakam Chong, Xu Yan, Shuai Xiao, Ming Chen, Chen Ju, Fei Huang, Yuantao Gu, Shuguang Han, Jufeng Chen |
| 2025 | ICASSP | Path Signatures are Unsupervised Time Series Anomaly Extractors. | Ruiqi Wang, Zhenwei Zhang, Yuantao Gu |
| 2025 | ICML | Angle Domain Guidance: Latent Diffusion Requires Rotation Rather Than Extrapolation. | Cheng Jin, Zhenyu Xiao, Chutao Liu, Yuantao Gu |
| 2024 | ICASSP | EPA: Neural Collapse Inspired Robust Out-of-distribution Detector. | Jiawei Zhang, Yufan Chen, Cheng Jin, Lei Zhu, Yuantao Gu |
| 2024 | ICASSP | Unravel Anomalies: an End-to-End Seasonal-Trend Decomposition Approach for Time Series Anomaly Detection. | Zhenwei Zhang, Ruiqi Wang, Ran Ding, Yuantao Gu |
| 2024 | WCNC | Sub-6GHz Aided Hybrid Beamforming for mmWave System. | Hongyao Li, Bo Lin, Feifei Gao, Yuantao Gu, Jianxiang Xi |
| 2023 | AISTATS | Oblivious near-optimal sampling for multidimensional signals with Fourier constraints. | Xingyu Xu, Yuantao Gu |
| 2023 | AISTATS | Benign overfitting of non-smooth neural networks beyond lazy training. | Xingyu Xu, Yuantao Gu |
| 2023 | AISTATS | Incremental Aggregated Riemannian Gradient Method for Distributed PCA. | Xiaolu Wang, Yuchen Jiao, Hoi-To Wai, Yuantao Gu |
| 2023 | CIKM | Unlocking the Potential of Deep Learning in Peak-Hour Series Forecasting. | Zhenwei Zhang, Xin Wang, Jingyuan Xie, Heling Zhang, Yuantao Gu |
| 2023 | ICONIP | MelMAE-VC: Extending Masked Autoencoders to Voice Conversion. | Yuhao Wang, Yuantao Gu |
| 2021 | COLT | Softmax Policy Gradient Methods Can Take Exponential Time to Converge. | Gen Li, Yuting Wei, Yuejie Chi, Yuantao Gu, Yuxin Chen |
| 2021 | ICML | Tightening the Dependence on Horizon in the Sample Complexity of Q-Learning. | Gen Li, Changxiao Cai, Yuxin Chen, Yuantao Gu, Yuting Wei, Yuejie Chi |
| 2021 | ICML | Theory of Spectral Method for Union of Subspaces-Based Random Geometry Graph. | Gen Li, Yuantao Gu |
| 2020 | ICASSP | Distributed Non-Orthogonal Pilot Design for Multi-Cell Massive Mimo Systems. | Yue Wu, Shaodan Med, Yuantao Gu |
| 2020 | ICASSP | An Easy-to-Implement Framework of Fast Subspace Clustering For Big Data Sets. | Linghang Meng, Yuchen Jiao, Yuantao Gu |
| 2020 | ICASSP | Principal Angle Detector for Subspace Signal with Structured Unknown Interference. | Xingyu Xu, Yuchen Jiao, Yuantao Gu |
| 2019 | GLOBECOM | Pilot-Free Channel Change Detection for mmWave Massive MIMO System. | Yue Wu, Yuchen Jiao, Feifei Gao, Yuantao Gu |
| 2019 | ICASSP | Information Theoretic Lower Bound of Restricted Isometry Property Constant. | Gen Li, Jingkai Yan, Yuantao Gu |
| 2019 | ICASSP | Enhanced Streaming Based Subspace Clustering Applied to Acoustic Scene Data Clustering. | Shuoyang Li, Yuantao Gu, Yuhui Luo, Jonathon A. Chambers, Wenwu Wang |
| 2019 | ICASSP | An Efficient Algorithm for Hyperspectral Image Clustering. | Yushu Pan, Yuchen Jiao, Tiejian Li, Yuantao Gu |
| 2018 | ICASSP | Change-Point Detection of Gaussian Graph Signals with Partial Information. | Yanxi Chen, Xianghui Mao, Dan Ling, Yuantao Gu |
| 2018 | ICASSP | Convergence Analysis on a Fast Iterative Phase Retrieval Algorithm Without Independence Assumption. | Gen Li, Yuchen Jiao, Yuantao Gu |
| 2018 | ICASSP | A Joint Detection and Reconstruction Method for Blind Graph Signal Recovery. | Xianghui Mao, Yuantao Gu |
| 2018 | ICASSP | Nonconvex Sparse Logistic Regression via Proximal Gradient Descent. | Xinyue Shen, Yuantao Gu |
| 2018 | ISIT | Outage Probability Conjecture Does Not Hold for Two-Input-Multiple-Output (TIM 0) System. | Gen Li, Jingkai Yan, Yuantao Gu |
| 2017 | ICASSP | Distance-preserving property of random projection for subspaces. | Gen Li, Yuantao Gu |
| 2016 | ICASSP | Beyond union of subspaces: Subspace pursuit on Grassmann manifold for data representation. | Xinyue Shen, Hamid Krim, Yuantao Gu |
| 2015 | ICASSP | Local and global optimality of LP minimization for sparse recovery. | Laming Chen, Yuantao Gu |
| 2015 | ICASSP | Averaging random projection: A fast online solution for large-scale constrained stochastic optimization. | Jialin Liu, Yuantao Gu, Mengdi Wang |
| 2015 | ICASSP | Downsampling for sparse subspace clustering. | Xianghui Mao, Xiaohan Wang, Yuantao Gu |
| 2015 | ICASSP | Subspace projection matrix completion on Grassmann manifold. | Xinyue Shen, Yuantao Gu |
| 2015 | ICASSP | Dynamic zero-point attracting projection for time-varying sparse signal recovery. | Jiawei Zhou, Laming Chen, Yuantao Gu |
| 2014 | ICASSP | The convergence guarantees of a non-convex approach for sparse recovery using regularized least squares. | Laming Chen, Yuantao Gu |
| 2014 | ICASSP | Learning distributed jointly sparse systems by collaborative LMS. | Yuantao Gu, Mengdi Wang |
| 2014 | ICASSP | Coarsening graph signal with spectral invariance. | Pengfei Liu, Xiaohan Wang, Yuantao Gu |
| 2014 | ICASSP | Robust off-grid recovery from compressed measurements. | Xinyue Shen, Justin K. Romberg, Yuantao Gu |
| 2014 | ICASSP | Sparse constraint affine projection algorithm with parallel implementation and application in compressive sensing. | Dong Yin, Hing-Cheung So, Yuantao Gu |
| 2014 | ICASSP | On the theoretical analysis of cross validation in compressive sensing. | Jinye Zhang, Laming Chen, Petros T. Boufounos, Yuantao Gu |
| 2013 | ICASSP | From least squares to sparse: A non-convex approach with guarantee. | Laming Chen, Yuantao Gu |
| 2013 | ICASSP | Backtracking matching pursuit with supplement set of arbitrary size. | Laming Chen, Yuantao Gu |
| 2013 | ICASSP | A greedy approach to Linear Prediction with sparse residuals. | Yuantao Gu |
| 2013 | ICASSP | Adaptive speech enhancement using sparse prior information. | Zhimin Xiang, Yuantao Gu |
| 2013 | ISIT | Relation between exact and robust recovery for F-minimization: A topological viewpoint. | Jingbo Liu, Jian Jin, Yuantao Gu |
| 2012 | ICASSP | Robustness of orthogonal matching pursuit for multiple measurement vectors in noisy scenario. | Jie Ding, Laming Chen, Yuantao Gu |
| 2012 | ICASSP | Efficient recovery of block sparse signals via zero-point attracting projection. | Jingbo Liu, Jian Jin, Yuantao Gu |
| 2012 | ICASSP | Quantization reference voltage of the Modulated Wideband Converter. | Yaming Wang, Laming Chen, Yuantao Gu |
| 2009 | ICASSP | Sparse LMS for system identification. | Yilun Chen, Yuantao Gu, Alfred O. Hero III |
| 2006 | ICASSP | Novel Color-Based Target Representation for Visual Object Tracking. | Yuantao Gu, Yilun Chen, Jie Wang |
| 2006 | ICASSP | Parallel Nlms Filters with Stochastic Active Taps and Step-Sizes for Sparse System Identification. | Yancheng Li, Yuantao Gu, Kun Tang |
| 2006 | ICIP | Detection of Roads in SAR Images using Particle Filter. | Yilun Chen, Qiong Yang, Yuantao Gu, Jian Yang |
| 2004 | ICARCV | Select eigenfaces for face recognition with one training sample per subject. | Jie Wang, Yuantao Gu, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos |
| 2004 | ICASSP | Sufficient condition for tap-length gradient adaption of LMS algorithm. | Yuantao Gu, Kun Tang, Huijuan Cui |