2025
MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction.
Inf. Fusion, 2025
Mint: Cost-Efficient Tracing with All Requests Collection via Commonality and Variability Analysis.
Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025
2024
DeepCAT<sup>+</sup>: A Low-Cost and Transferrable Online Configuration Auto-Tuning Approach for Big Data Frameworks.
IEEE Trans. Parallel Distributed Syst., November, 2024
Denoiser-guided image deconvolution with arbitrary boundaries and incomplete observations.
Signal Process., January, 2024
Quaternion weighted Schatten p-norm minimization for color image restoration with convergence guarantee.
Signal Process., 2024
RVRAE: A Dynamic Factor Model Based on Variational Recurrent Autoencoder for Stock Returns Prediction.
CoRR, 2024
A study on an accurate modeling for distinguishing nitrogen, phosphorous and potassium status in summer maize using in situ canopy hyperspectral data.
Comput. Electron. Agric., 2024
StreamMapNet: Streaming Mapping Network for Vectorized Online HD Map Construction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
High Accuracy WiFi Sensing for Vital Sign Detection with Multi - Task Contrastive Learning.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
110 GHz Plasmonic Lithium Niobate Phase Modulator.
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Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
Sub-terahertz interconnection based on Ge-Si photodetector.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
FaaSConf: QoS-aware Hybrid Resources Configuration for Serverless Workflows.
Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024
FaaSRCA: Full Lifecycle Root Cause Analysis for Serverless Applications.
Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024
An Efficient Image Segmentation Algorithm Based on Bayes Decision Theory and its Application for Region Detection.
Proceedings of the International Symposium on Information Theory and Its Applications, 2024
2023
SLN-RED: Regularization by Simultaneous Local and Nonlocal Denoising for Image Restoration.
IEEE Signal Process. Lett., 2023
A 0.1-1.9GHz 65nm CMOS variable-gain mixer-first receiver with DSA and noise-shaping TIA.
IEICE Electron. Express, 2023
A Theoretically Guaranteed Quaternion Weighted Schatten p-norm Minimization Method for Color Image Restoration.
CoRR, 2023
Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving.
CoRR, 2023
Facial recognition technology can expose political orientation from facial images even when controlling for demographics and self-presentation.
CoRR, 2023
Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
VectorMapNet: End-to-end Vectorized HD Map Learning.
Proceedings of the International Conference on Machine Learning, 2023
Neural Map Prior for Autonomous Driving.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
ViP3D: End-to-End Visual Trajectory Prediction via 3D Agent Queries.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
FUTR3D: A Unified Sensor Fusion Framework for 3D Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Physical internet enabled two-tier city logistics solution in the new retail era.
Ind. Manag. Data Syst., 2022
VectorMapNet: End-to-end Vectorized HD Map Learning.
CoRR, 2022
HDMapNet: An Online HD Map Construction and Evaluation Framework.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
DeepCAT: A Cost-Efficient Online Configuration Auto-Tuning Approach for Big Data Frameworks.
Proceedings of the 51st International Conference on Parallel Processing, 2022
MUTR3D: A Multi-camera Tracking Framework via 3D-to-2D Queries.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
T-Cache: Efficient Policy-Based Forwarding Using Small TCAM.
IEEE/ACM Trans. Netw., 2021
Wavelet Frame-Based Image Restoration via $\ell _2$-Relaxed Truncated $\ell _0$ Regularization and Nonlocal Estimation.
IEEE Signal Process. Lett., 2021
A support-denoiser-driven framework for single image restoration.
J. Comput. Appl. Math., 2021
Single image restoration through ℓ2-relaxed truncated ℓ0 analysis-based sparse optimization in tight frames.
Neurocomputing, 2021
A Hybrid Genetic Algorithm for Flexible Job Shop Scheduling Problem With Sequence-Dependent Setup Times and Job Lag Times.
IEEE Access, 2021
DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021
2020
128 Gbps NRZ and 224 Gbps PAM-4 Signals Reception in Graphene Plasmonic PDM Receiver.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
T-cache: Dependency-free Ternary Rule Cache for Policy-based Forwarding.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
2019
Wavelet frame-based image restoration using sparsity, nonlocal, and support prior of frame coefficients.
Vis. Comput., 2019
Nonconvex Truncated Nuclear Norm Minimization Based on Adaptive Bisection Method.
IEEE Trans. Circuits Syst. Video Technol., 2019
Support driven wavelet frame-based image deblurring.
Inf. Sci., 2019
Waveguide Si-Ge Avalanche Photodiode Based on Hole-Generated Impact Ionization.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019
2018
Image smoothing via truncated ℓ 0 gradient regularisation.
IET Image Process., 2018
OBMA: Minimizing Bitmap Data Structure with Fast and Uninterrupted Update Processing.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018
2017
Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States.
Proc. Natl. Acad. Sci. USA, 2017
Enhanced joint sparsity via iterative support detection.
Inf. Sci., 2017
Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US.
CoRR, 2017
On Incremental Deployment of Named Data Networking in Local Area Networks.
Proceedings of the ACM/IEEE Symposium on Architectures for Networking and Communications Systems, 2017
Fine-Grained Car Detection for Visual Census Estimation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Psycho-Demographic Analysis of the Facebook Rainbow Campaign.
CoRR, 2016
Wavelet frame truncated ℓ1-regularized image deblurring.
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016
Multi-stage multi-task feature learning via adaptive threshold.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
Randomized Structural Sparsity-Based Support Identification with Applications to Locating Activated or Discriminative Brain Areas: A Multicenter Reproducibility Study.
IEEE Trans. Auton. Ment. Dev., 2015
Randomized structural sparsity via constrained block subsampling for improved sensitivity of discriminative voxel identification.
NeuroImage, 2015
Randomized Structural Sparsity based Support Identification with Applications to Locating Activated or Discriminative Brain Areas: A Multi-center Reproducibility Study.
CoRR, 2015
A Novel Feature Selection Approach for Analyzing High dimensional Functional MRI Data.
CoRR, 2015
Wavelet Frame Based Image Restoration Using Sparsity, Nonlocal and Support Prior of Frame Coefficients.
CoRR, 2015
Global sensitivity analysis for computationally expensive models based on radial basis function interpolationand optimization.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015
Linear spatial pyramid matching using non-convex and non-negative sparse coding for image classification.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015
2014
Iterative Support Detection-Based Split Bregman Method for Wavelet Frame-Based Image Inpainting.
IEEE Trans. Image Process., 2014
An active contour model and its algorithms with local and global Gaussian distribution fitting energies.
Inf. Sci., 2014
Randomized Structural Sparsity via Constrained Block Subsampling for Improved Sensitivity of Discriminative Voxel Identification.
CoRR, 2014
Truncated Nuclear Norm Minimization for Image Restoration Based On Iterative Support Detection.
CoRR, 2014
FTVd is beyond Fast Total Variation regularized Deconvolution.
CoRR, 2014
Data Augmented Maximum Margin Matrix Factorization for Flickr Group Recommendation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
Travel time estimation of a path using sparse trajectories.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Diagnosing New York city's noises with ubiquitous data.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014
A noise map of New York city.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014
2013
Selecting skyline services for QoS-aware composition by upgrading MapReduce paradigm.
Clust. Comput., 2013
Sparse Brain anatomical Network Based Classification of Schizophrenia Patients and Healthy Controls.
Proceedings of the Intelligence Science and Big Data Engineering, 2013
Feature Selection via Sparse Regression for Classification of Functional Brain Networks.
Proceedings of the Intelligence Science and Big Data Engineering, 2013
WT-LDA: User Tagging Augmented LDA for Web Service Clustering.
Proceedings of the Service-Oriented Computing - 11th International Conference, 2013
Content-boosted maximum margin matrix factorization for Flickr group recommendation.
Proceedings of the 2013 Workshop on Data-Driven User Behavioral Modelling and Mining from Social Media, 2013
2010
Sparse Signal Reconstruction via Iterative Support Detection.
SIAM J. Imaging Sci., 2010
2009
A Fast Algorithm for Edge-Preserving Variational Multichannel Image Restoration.
SIAM J. Imaging Sci., 2009
Compressed Sensing via Iterative Support Detection
CoRR, 2009
2008
A New Alternating Minimization Algorithm for Total Variation Image Reconstruction.
SIAM J. Imaging Sci., 2008