Preface. - Akram Aldroubi; Qiyu Sun (Adv. Comput. Math., 2003)

Compactly Supported Tight Affine Frames with Integer Dilations and Maximum Vanishing Moments. - Charles K. Chui; Wenjie He; Joachim Stöckler; Qiyu Sun (Adv. Comput. Math., 2003)

The Matrix-Valued Riesz Lemma and Local Orthonormal Bases in Shift-Invariant Spaces. - Douglas P. Hardin; Thomas A. Hogan; Qiyu Sun (Adv. Comput. Math., 2004)

Biorthogonal wavelet system for high-resolution image reconstruction. - Lixin Shen; Qiyu Sun (IEEE Trans. Signal Process., 2004)

Nonuniform Average Sampling and Reconstruction of Signals with Finite Rate of Innovation. - Qiyu Sun (SIAM J. Math. Anal., 2006)

On Direct Methods for Time-Limited Signal and Image Reconstruction and Enhancement. - Yanfei Wang; Zaiwen Wen; M. Zuhair Nashed; Qiyu Sun (Int. J. Wavelets Multiresolution Inf. Process., 2007)

Robust Image Watermarking Based on Multiband Wavelets and Empirical Mode Decomposition. - Ning Bi; Qiyu Sun; Daren Huang; Zhihua Yang; Jiwu Huang (IEEE Trans. Image Process., 2007)

Frames in spaces with finite rate of innovation. - Qiyu Sun (Adv. Comput. Math., 2008)

Error Analysis of Frame Reconstruction From Noisy Samples. - Akram Aldroubi; Casey Leonetti; Qiyu Sun (IEEE Trans. Signal Process., 2008)

Sampling and Reconstruction of Signals in a Reproducing Kernel Subspace of $L^p({ Bbb R}^d)$ - M. Zuhair Nashed; Qiyu Sun (CoRR, 2009)

Local reconstruction for sampling in shift-invariant spaces. - Qiyu Sun (Adv. Comput. Math., 2010)

Recovery of sparsest signals via ℓq-minimization - Qiyu Sun (CoRR, 2010)

Uncertainty Principles and Balian-Low type Theorems in Principal Shift-Invariant Spaces - Akram Aldroubi; Qiyu Sun; Haichao Wang (CoRR, 2010)

A unified formulation of Gaussian vs. sparse stochastic processes - Part I: Continuous-domain theory - Michael Unser; Pouya Dehghani Tafti; Qiyu Sun (CoRR, 2011)

Sparse Approximation Property and Stable Recovery of Sparse Signals From Noisy Measurements. - Qiyu Sun (IEEE Trans. Signal Process., 2011)

Left-inverses of fractional Laplacian and sparse stochastic processes. - Qiyu Sun; Michael Unser (Adv. Comput. Math., 2012)

Measuring sparsity in spatially interconnected systems. - Nader Motee; Qiyu Sun (CDC, 2013)

Recovery of bilevel causal signals with finite rate of innovation using positive sampling kernels - Gayatri Ramesh; Elie Atallah; Qiyu Sun (CoRR, 2013)

The $abc$-problem for Gabor systems - Xin-Rong Dai; Qiyu Sun (CoRR, 2013)

Sparsity measures for spatially decaying systems. - Nader Motee; Qiyu Sun (ACC, 2014)

Localized nonlinear functional equations and two sampling problems in signal processing. - Qiyu Sun (Adv. Comput. Math., 2014)

Sampling and Galerkin reconstruction in reproducing kernel spaces. - Cheng Cheng 003; Yingchun Jiang; Qiyu Sun (CoRR, 2014)

A Unified Formulation of Gaussian Versus Sparse Stochastic Processes - Part I: Continuous-Domain Theory. - Michael Unser; Pouya Dehghani Tafti; Qiyu Sun (IEEE Trans. Inf. Theory, 2014)

Initialized iterative reweighted least squares for automatic target recognition. - Brian Millikan; Aritra Dutta; Nazanin Rahnavard; Qiyu Sun; Hassan Foroosh (MILCOM, 2015)

Spatially Distributed Sampling and Reconstruction. - Cheng Cheng 003; Yingchun Jiang; Qiyu Sun (CoRR, 2015)

Nonlinear frames and sparse reconstructions in Banach spaces. - Qiyu Sun; Wai-Shing Tang (CoRR, 2015)

Reconstruction of Sparse Wavelet Signals From Partial Fourier Measurements. - Yang Chen 047; Cheng Cheng 003; Qiyu Sun (IEEE Signal Process. Lett., 2015)

Localized stability certificates for spatially distributed systems. - Nader Motee; Qiyu Sun (CDC, 2016)

Phase Retrieval of Real-Valued Signals in a Shift-Invariant Space. - Yang Chen 047; Cheng Cheng 003; Qiyu Sun; Haichao Wang (CoRR, 2016)

Frequency estimation of sinusoids from nonuniform samples. - Alam Abbas Syed; Qiyu Sun; Hassan Foroosh (Signal Process., 2016)

Phaseless Sampling and Reconstruction of Real-Valued Signals in Shift-Invariant Spaces. - Cheng Cheng 003; Junzheng Jiang; Qiyu Sun (CoRR, 2017)

Nonsubsampled Graph Filter Banks and Distributed Implementation. - Junzheng Jiang; Cheng Cheng 003; Qiyu Sun (CoRR, 2017)

Sparsity and Spatial Localization Measures for Spatially Distributed Systems. - Nader Motee; Qiyu Sun (SIAM J. Control. Optim., 2017)

Phase Retrieval From Multiple-Window Short-Time Fourier Measurements. - Lan Li; Cheng Cheng 003; Deguang Han; Qiyu Sun; Guangming Shi (IEEE Signal Process. Lett., 2017)

Fast Detection of Compressively Sensed IR Targets Using Stochastically Trained Least Squares and Compressed Quadratic Correlation Filters. - Brian Millikan; Aritra Dutta; Qiyu Sun; Hassan Foroosh (IEEE Trans. Aerosp. Electron. Syst., 2017)

An Exact and Fast Computation of Discrete Fourier Transform for Polar and Spherical Grid. - Alam Abbas Syed; Qiyu Sun; Hassan Foroosh (IEEE Trans. Signal Process., 2017)

Deep Convolutional Neural Networks With Integrated Quadratic Correlation Filters for Automatic Target Recognition. - Brian Millikan; Hassan Foroosh; Qiyu Sun (CVPR Workshops, 2018)

Phase retrieval from the magnitudes of affine linear measurements. - Bing Gao; Qiyu Sun; Yang Wang 020; Zhiqiang Xu 001 (Adv. Appl. Math., 2018)

Stable Phaseless Sampling and Reconstruction of Real-Valued Signals with Finite Rate of Innovations. - Cheng Cheng 003; Qiyu Sun (CoRR, 2018)

Space-Time Sampling for Network Observability. - Hossein K. Mousavi; Qiyu Sun; Nader Motee (CoRR, 2018)

Measurable Observations for Network Observability. - Hossein K. Mousavi; Qiyu Sun; Nader Motee (ACC, 2019)

Phase retrieval of complex and vector-valued functions. - Yang Chen 047; Cheng Cheng 003; Qiyu Sun (CoRR, 2019)

Deep Direct Visual Odometry. - Chaoqiang Zhao; Yang Tang; Qiyu Sun (CoRR, 2019)

Nonsubsampled Graph Filter Banks: Theory and Distributed Algorithms. - Junzheng Jiang; Cheng Cheng 003; Qiyu Sun (IEEE Trans. Signal Process., 2019)

Approximate Optimal Control Design for a Class of Nonlinear Systems by Lifting Hamilton-Jacobi-Bellman Equation. - Arash Amini; Qiyu Sun; Nader Motee (ACC, 2020)

Quadratization of Hamilton-Jacobi-Bellman Equation for Near-Optimal Control of Nonlinear Systems. - Arash Amini; Qiyu Sun; Nader Motee (CDC, 2020)

Perception and Decision-Making of Autonomous Systems in the Era of Learning: An Overview. - Yang Tang; Chaoqiang Zhao; Jianrui Wang; Chongzhen Zhang; Qiyu Sun; Feng Qian 004 (CoRR, 2020)

Monocular Depth Estimation Based On Deep Learning: An Overview. - Chaoqiang Zhao; Qiyu Sun; Chongzhen Zhang; Yang Tang; Feng Qian 004 (CoRR, 2020)

Polynomial graph filter of multiple shifts and distributed implementation of inverse filtering. - Nazar Emirov; Cheng Cheng 003; Junzheng Jiang; Qiyu Sun (CoRR, 2020)

Masked GANs for Unsupervised Depth and Pose Prediction with Scale Consistency. - Chaoqiang Zhao; Gary G. Yen; Qiyu Sun; Chongzhen Zhang; Yang Tang (CoRR, 2020)

Random sampling and reconstruction of concentrated signals in a reproducing kernel space. - Yaxu Li; Qiyu Sun; Jun Xian (CoRR, 2020)

Multi-task GANs for Semantic Segmentation and Depth Completion with Cycle Consistency. - Chongzhen Zhang; Yang Tang; Chaoqiang Zhao; Qiyu Sun; Zhencheng Ye; Jürgen Kurths (CoRR, 2020)

Inertial Proximal ADMM for Separable Multi-Block Convex Optimizations and Compressive Affine Phase Retrieval. - Peng Li 025; Wengu Chen; Qiyu Sun (CoRR, 2020)

When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey. - Chongzhen Zhang; Jianrui Wang; Gary G. Yen; Chaoqiang Zhao; Qiyu Sun; Yang Tang; Feng Qian 004; Jürgen Kurths (Patterns, 2020)

Preconditioned Gradient Descent Algorithm for Inverse Filtering on Spatially Distributed Networks. - Cheng Cheng 003; Nazar Emirov; Qiyu Sun (IEEE Signal Process. Lett., 2020)

Design of Nonsubsampled Graph Filter Banks via Lifting Schemes. - Junzheng Jiang; David B. H. Tay; Qiyu Sun; Shan Ouyang 001 (IEEE Signal Process. Lett., 2020)

Recovery of Time-Varying Graph Signals via Distributed Algorithms on Regularized Problems. - Junzheng Jiang; David B. H. Tay; Qiyu Sun; Shan Ouyang 001 (IEEE Trans. Signal Inf. Process. over Networks, 2020)

A Divide-and-Conquer Algorithm for Distributed Optimization on Networks. - Nazar Emirov; Guohui Song; Qiyu Sun (CoRR, 2021)

Multitask GANs for Semantic Segmentation and Depth Completion With Cycle Consistency. - Chongzhen Zhang; Yang Tang; Chaoqiang Zhao; Qiyu Sun; Zhencheng Ye; Jürgen Kurths (IEEE Trans. Neural Networks Learn. Syst., 2021)

Masked GAN for Unsupervised Depth and Pose Prediction With Scale Consistency. - Chaoqiang Zhao; Gary G. Yen; Qiyu Sun; Chongzhen Zhang; Yang Tang (IEEE Trans. Neural Networks Learn. Syst., 2021)

Learning Nonlinear Couplings in Swarm of Agents from a Single Sample Trajectory. - Arash Amini; Qiyu Sun; Nader Motee (CDC, 2022)

Learn to Adapt for Monocular Depth Estimation. - Qiyu Sun; Gary G. Yen; Yang Tang; Chaoqiang Zhao (CoRR, 2022)

CoDGraD: A Code-based Distributed Gradient Descent Scheme for Decentralized Convex Optimization. - Elie Atallah; Nazanin Rahnavard; Qiyu Sun (CoRR, 2022)

Wiener filters on graphs and distributed polynomial approximation algorithms. - Cong Zheng; Cheng Cheng 003; Qiyu Sun (CoRR, 2022)

Graph Fourier transform based on singular value decomposition of directed Laplacian. - Yang Chen 047; Cheng Cheng 003; Qiyu Sun (CoRR, 2022)

Carleman Linearization of Nonlinear Systems and Its Finite-Section Approximations. - Arash Amini; Cong Zheng; Qiyu Sun; Nader Motee (CoRR, 2022)

Graph Fourier transforms on directed product graphs. - Cheng Cheng 003; Yang Chen 047; Jeon Yu Lee; Qiyu Sun (CoRR, 2022)

Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning. - Wenqi Ren; Qiyu Sun; Chaoqiang Zhao; Yang Tang (CoRR, 2022)

Molecular Joint Representation Learning via Multi-modal Information. - Tianyu Wu; Yang Tang; Qiyu Sun; Luolin Xiong (CoRR, 2022)

An Ornithologist's Guide for Including Machine Learning in a Workflow to Identify a Secretive Focal Species from Recorded Audio. - Ming Liu; Qiyu Sun; Dustin E. Brewer; Thomas M. Gehring; Jesse Eickholt (Remote. Sens., 2022)

Localized Stability Certificates for Spatially Distributed Systems over Sparse Proximity Graphs. - Nader Motee; Qiyu Sun (SIAM J. Control. Optim., 2022)

Distributed algorithms to determine eigenvectors of matrices on spatially distributed networks. - Nazar Emirov; Cheng Cheng 003; Qiyu Sun; Zhihua Qu (Signal Process., 2022)

Unsupervised Monocular Depth Estimation in Highly Complex Environments. - Chaoqiang Zhao; Yang Tang; Qiyu Sun (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

Aggressive Quadrotor Flight Using Curiosity-Driven Reinforcement Learning. - Qiyu Sun; Jinbao Fang; Wei Xing Zheng 001; Yang Tang (IEEE Trans. Ind. Electron., 2022)

Deep Direct Visual Odometry. - Chaoqiang Zhao; Yang Tang; Qiyu Sun; Athanasios V. Vasilakos (IEEE Trans. Intell. Transp. Syst., 2022)

Unsupervised Estimation of Monocular Depth and VO in Dynamic Environments via Hybrid Masks. - Qiyu Sun; Yang Tang; Chongzhen Zhang; Chaoqiang Zhao; Feng Qian 004; Jürgen Kurths (IEEE Trans. Neural Networks Learn. Syst., 2022)

CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation. - Ruihao Xia; Chaoqiang Zhao; Meng Zheng 002; Ziyan Wu 001; Qiyu Sun; Yang Tang (ICCV, 2023)

GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes. - Chaoqiang Zhao; Matteo Poggi; Fabio Tosi; Lei Zhou; Qiyu Sun; Yang Tang; Stefano Mattoccia (ICCV, 2023)

Rethinking Unsupervised Domain Adaptation for Nighttime Tracking. - Jiaying Chen; Qiyu Sun; Chaoqiang Zhao; Wenqi Ren; Yang Tang (ICONIP (14), 2023)

RoMa: Revisiting Robust Losses for Dense Feature Matching. - Johan Edstedt; Qiyu Sun; Georg Bökman; Mårten Wadenbäck; Michael Felsberg (CoRR, 2023)

Augment Features Beyond Color for Domain Generalized Segmentation. - Qiyu Sun; Pavlo Melnyk; Michael Felsberg; Yang Tang (CoRR, 2023)

Causal reasoning in typical computer vision tasks. - Kexuan Zhang; Qiyu Sun; Chaoqiang Zhao; Yang Tang (CoRR, 2023)

IBAFormer: Intra-batch Attention Transformer for Domain Generalized Semantic Segmentation. - Qiyu Sun; Huilin Chen; Meng Zheng 002; Ziyan Wu 001; Michael Felsberg; Yang Tang (CoRR, 2023)

Barron Space for Graph Convolution Neural Networks. - Seok-Young Chung; Qiyu Sun (CoRR, 2023)

Molecular Joint Representation Learning via Multi-Modal Information of SMILES and Graphs. - Tianyu Wu; Yang Tang; Qiyu Sun; Luolin Xiong (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

SVD-Based Graph Fourier Transforms on Directed Product Graphs. - Cheng Cheng 003; Yang Chen 047; Yeon Ju Lee; Qiyu Sun (IEEE Trans. Signal Inf. Process. over Networks, 2023)

Space-Time Sampling for Network Observability. - Arash Amini; Hossein K. Mousavi; Qiyu Sun; Nader Motee (IEEE Trans. Control. Netw. Syst., 2023)

Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey. - Yang Tang; Chaoqiang Zhao; Jianrui Wang; Chongzhen Zhang; Qiyu Sun; Wei Xing Zheng 001; Wenli Du; Feng Qian 004; Jürgen Kurths (IEEE Trans. Neural Networks Learn. Syst., 2023)

RoMa: Robust Dense Feature Matching. - Johan Edstedt; Qiyu Sun; Georg Bökman; Mårten Wadenbäck; Michael Felsberg (CVPR, 2024)

Demand-Responsive Transport Dynamic Scheduling Optimization Based on Multi-agent Reinforcement Learning Under Mixed Demand. - Jianrui Wang; Yi Li; Qiyu Sun; Yang Tang (ICANN (4), 2024)

Temporally Consistent Unpaired Multi-domain Video Translation by Contrastive Learning. - Ruiyang Fan; Qiyu Sun; Ruihao Xia; Yang Tang (IJCNN, 2024)

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering. - Lu Liu; Yang Tang; Kexuan Zhang; Qiyu Sun (IJCNN, 2024)

Scalable Networked Feature Selection with Randomized Algorithm for Robot Navigation. - Vivek Pandey; Arash Amini; Guangyi Liu 004; Ufuk Topcu; Qiyu Sun; Kostas Daniilidis; Nader Motee (IROS, 2024)

Computer vision tasks for intelligent aerospace missions: An overview. - Huilin Chen; Qiyu Sun; Fangfei Li; Yang Tang (CoRR, 2024)

Carleman-Fourier Linearization of Complex Dynamical Systems: Convergence and Explicit Error Bounds. - Panpan Chen; Nader Motee; Qiyu Sun (CoRR, 2024)

Shift-invariant spaces, bandlimited spaces and reproducing kernel spaces with shift-invariant kernels on undirected finite graphs. - Seok-Young Chung; Qiyu Sun (CoRR, 2024)

Domain Adaptation for In-Air to Underwater Image Enhancement via Deep Learning. - Xuewen Bing; Wenqi Ren; Yang Tang; Gary G. Yen; Qiyu Sun (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview. - Wenqi Ren; Yang Tang; Qiyu Sun; Chaoqiang Zhao; Qing-Long Han (IEEE CAA J. Autom. Sinica, 2024)

Learn to Adapt for Self-Supervised Monocular Depth Estimation. - Qiyu Sun; Gary G. Yen; Yang Tang; Chaoqiang Zhao (IEEE Trans. Neural Networks Learn. Syst., 2024)

Wiener filters on graphs and distributed implementations. - Cong Zheng; Cheng Cheng 003; Qiyu Sun (Digit. Signal Process., 2025)

Carleman-Fourier linearization of nonlinear real dynamical systems with quasi-periodic fields. - Nader Motee; Qiyu Sun (CoRR, 2025)

When Embodied AI Meets Industry 5.0: Human-Centered Smart Manufacturing. - Jing Xu 015; Qiyu Sun; Qing-Long Han; Yang Tang (IEEE CAA J. Autom. Sinica, 2025)

Learning Nonlinear Couplings in Network of Agents From a Single Sample Trajectory. - Arash Amini; Qiyu Sun; Nader Motee (IEEE Trans. Control. Netw. Syst., 2025)

Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents. - Ziyang Miao; Qiyu Sun; Jingyuan Wang; Yuchen Gong; Yaowei Zheng; Shiqi Li; Richong Zhang (CoRR, 2025)

Boundary-Based Active Domain Adaptation for Semantic Segmentation Under Adverse Conditions. - Xianzhe Xu; Gary G. Yen; Chaoqiang Zhao; Qiyu Sun; Wenqi Ren; Lu Sheng; Yang Tang (IEEE Trans. Neural Networks Learn. Syst., 2025)