Kai Zhong

Proceedings of the CAA Symposium on Fault Detection, 2023

NTGAT: A Graph Attention Network Accelerator with Runtime Node Tailoring.

[BibT_eX]

[DOI]

Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

A Unified FPGA Virtualization Framework for General-Purpose Deep Neural Networks in the Cloud.

[BibT_eX]

[DOI]

ACM Trans. Reconfigurable Technol. Syst., 2022

An Efficient Parallel Reinforcement Learning Approach to Cross-Layer Defense Mechanism in Industrial Control Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Modified BBO-Based Multivariate Time-Series Prediction System With Feature Subset Selection and Model Parameter Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Exploring the Potential of Low-Bit Training of Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Constant modulus waveform design for MIMO radar via manifold optimization.

[BibT_eX]

[DOI]

Signal Process., 2022

Rayleigh Lidar Signal Denoising Method Combined with WT, EEMD and LOWESS to Improve Retrieval Accuracy.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Dithered Depth Imaging for Single-Photon Lidar at Kilometer Distances.

[BibT_eX]

[DOI]

Remote. Sens., 2022

PECOS: Prediction for Enormous and Correlated Output Spaces.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2022

MIMO Radar Beampattern Design Based on Manifold Optimization Method.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2022

RIS-Aided Multiple User Interference Mitigation via Fast Successive Upper-Bound Minimization Method.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2022

The phase only beamforming synthesis via an accelerated coordinate descent method.

[BibT_eX]

[DOI]

Digit. Signal Process., 2022

Enterprise-Scale Search: Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Remaining Useful Life Prediction of Bearing via a Double Attention-Based Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Smartworld, 2022

DOL-net: a decoupled online learning network method for RIS-assisted ISAC waveform design.

[BibT_eX]

[DOI]

Proceedings of the ISACom@MobiCom 2022: Proceedings of the 1st ACM MobiCom Workshop on Integrated Sensing and Communications Systems, 2022

Constant Modulus Waveform Design for Integrated Sensing and Communication Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

MIMO Radar Waveform Optimization By Deep Learning Method.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

The phase-only null beamforming synthesis via manifold optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Local Correspondence Clustering, Global Pose Verification: Efficient and Robust 3D Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the ICCDA 2022: The 6th International Conference on Compute and Data Analysis, Virtual Event / Shanghai, China, February 25, 2022

A Robust and Accurate Post-Validation Voting Scheme for Ranking 3D Correspondences.

[BibT_eX]

[DOI]

Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

Exploiting Parallelism with Vertex-Clustering in Processing-In-Memory-based GCN Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Doppler velocity-based algorithm for Clustering and Velocity Estimation of moving objects.

[BibT_eX]

[DOI]

Mian Guo

Xiaozhi Wang

Proceedings of the 7th International Conference on Automation, 2022

2021

Machine Learning for Electronic Design Automation: A Survey.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., 2021

A Tutorial on Hardware-Implemented Fault Injection and Online Fault Diagnosis for High-Speed Trains.

[BibT_eX]

[DOI]

Sensors, 2021

PPTFH: Robust Local Descriptor Based on Point-Pair Transformation Features for 3D Surface Matching.

[BibT_eX]

[DOI]

Sensors, 2021

BoolNet: Minimizing The Energy Consumption of Binary Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees.

[BibT_eX]

[DOI]

CoRR, 2021

Extreme Multi-label Learning for Semantic Matching in Product Search.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

AH-CID: A Tool to Automatically Detect Human-Centric Issues in App Reviews.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Software Technologies, 2021

Trust Evaluation Algorithm based on Association Rule Extraction.

[BibT_eX]

[DOI]

Yanchun Cui

Ansheng Yin

Proceedings of the 5th IEEE International Conference on Cryptography, Security and Privacy, 2021

2020

Fault Diagnosis of Complex Processes Using Sparse Kernel Local Fisher Discriminant Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Distributed Dynamic Process Monitoring Based on Minimal Redundancy Maximal Relevance Variable Selection and Bayesian Inference.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2020

An efficient parallel direction-based clustering algorithm.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2020

Data-driven based fault prognosis for industrial systems: a concise overview.

[BibT_eX]

[DOI]

Min Han

Bing Han

IEEE CAA J. Autom. Sinica, 2020

Online prediction of noisy time series: Dynamic adaptive sparse kernel recursive least squares from sparse and adaptive tracking perspective.

[BibT_eX]

[DOI]

Junzhu Ma

Min Han

Eng. Appl. Artif. Intell., 2020

PECOS: Prediction for Enormous and Correlated Output Spaces.

[BibT_eX]

[DOI]

Hsiang-Fu Yu

CoRR, 2020

Towards Lower Bit Multiplication for Convolutional Neural Network Training.

[BibT_eX]

[DOI]

CoRR, 2020

Design of Navigation System for Liver Surgery Guided by Augmented Reality.

[BibT_eX]

[DOI]

IEEE Access, 2020

Taming Pretrained Transformers for Extreme Multi-label Text Classification.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Enable Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

2019

Interval Type-2 Fuzzy Neural Networks for Chaotic Time Series Prediction: A Concise Overview.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Vibration Detection and Motion Compensation for Multi-Frequency Phase-Shifting-Based 3D Sensors.

[BibT_eX]

[DOI]

Sensors, 2019

High-Accuracy Globally Consistent Surface Reconstruction Using Fringe Projection Profilometry.

[BibT_eX]

[DOI]

Sensors, 2019

A Stereo-Vision System for Measuring the Ram Speed of Steam Hammers in an Environment with a Large Field of View and Strong Vibrations.

[BibT_eX]

[DOI]

Sensors, 2019

Fractional Order Anisotropy at 9.4 T.

[BibT_eX]

[DOI]

J. Medical Imaging Health Informatics, 2019

A Modular Deep Learning Approach for Extreme Multi-label Text Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Provable Non-linear Inductive Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

In Situ 3D Monitoring of Geometric Signatures in the Powder-Bed-Fusion Additive Manufacturing Process via Vision Sensing Methods.

[BibT_eX]

[DOI]

Sensors, 2018

A Robot-Driven 3D Shape Measurement System for Automatic Quality Inspection of Thermal Objects on a Forging Production Line.

[BibT_eX]

[DOI]

Sensors, 2018

Fast HEVC Inter-Prediction Algorithm Based on Matching Block Features.

[BibT_eX]

[DOI]

Int. J. Mob. Comput. Multim. Commun., 2018

Nonlinear Inductive Matrix Completion based on One-layer Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Deep learning for steganalysis based on filter diversity selection.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2018

MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Power Grid Reduction by Sparse Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Symposium on Physical Design, 2018

Binary Classification with Karmic, Threshold-Quasi-Concave Metrics.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

New algebraic conditions for ISS of memristive neural networks with variable delays.

[BibT_eX]

[DOI]

Qiqi Yang

Neural Comput. Appl., 2017

Investigation on the Performances of Vuilleumier Cycle Heat Pump Adopting Mixture Refrigerants.

[BibT_eX]

[DOI]

Yingbai Xie

Entropy, 2017

Learning Non-overlapping Convolutional Neural Networks with Multiple Kernels.

[BibT_eX]

[DOI]

Zhao Song

CoRR, 2017

Fast second-order cone programming for safe mission planning.

[BibT_eX]

[DOI]

Prateek Jain

Ashish Kapoor

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Recovery Guarantees for One-hidden-layer Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Fast Classification with Binary Prototypes.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Efficient and Non-Convex Coordinate Descent for Symmetric Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Further results for global exponential stability of stochastic memristor-based neural networks with time-varying delays.

[BibT_eX]

[DOI]

Qiqi Yang

Int. J. Syst. Sci., 2016

Mixed Linear Regression with Multiple Components.

[BibT_eX]

[DOI]

Prateek Jain

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Dual Decomposed Learning with Factorwise Oracle for Structural SVM of Large Output Domain.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Coordinate-wise Power Method.

[BibT_eX]

[DOI]

Qi Lei

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Practical public PUF enabled by solving max-flow problem on chip.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Design Automation Conference, 2016

2015

Coordinate Descent Methods for Symmetric Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

CoRR, 2015

Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

A Convex Exemplar-based Approach to MAD-Bayes Dirichlet Process Mixture Models.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Machine Learning, 2015

Efficient Matrix Sensing Using Rank-1 Gaussian Measurements.

[BibT_eX]

[DOI]

Prateek Jain

Proceedings of the Algorithmic Learning Theory - 26th International Conference, 2015

2014

Further results on robustness analysis of global exponential stability of recurrent neural networks with time delays and random disturbances.

[BibT_eX]

[DOI]

Neural Networks, 2014

Mean square input-to-state stability of a general class of stochastic recurrent neural networks with Markovian switching.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2014

Robustness analysis for parameter matrices of global exponential stable stochastic time varying delay systems.

[BibT_eX]

[DOI]

Yufeng Zhang

Commun. Nonlinear Sci. Numer. Simul., 2014

Robustness analysis for parameter matrices of global exponential stability time varying delay systems.

[BibT_eX]

[DOI]

Yi Shen

Appl. Math. Comput., 2014

Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Real-time 3D shape measurement system with full temporal resolution and spatial resolution.

[BibT_eX]

[DOI]

Proceedings of the Three-Dimensional Image Processing, 2014

2011

Phase contrast imaging in neonates.

[BibT_eX]

[DOI]

NeuroImage, 2011

2008

The molecular basis for gray and white matter contrast in phase imaging.

[BibT_eX]

[DOI]

Jochen Leupold

Dominik von Elverfeldt

Oliver Speck

NeuroImage, 2008

2007

MR-Encephalography: Fast multi-channel monitoring of brain physiology with magnetic resonance.

[BibT_eX]

[DOI]

Jürgen Hennig