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Learning Sparse SVM for Feature Selection on Very High Dimensional Datasets

Published: June 21, 2010

Convex Matching Pursuit for Large-Scale Sparse Coding and Subset Selection

Published: July 14, 2012

Heterogeneous Domain Adaptation for Multiple Classes

Published: January 01, 2014

Riemannian Pursuit for Big Matrix Recovery

Published: January 27, 2014

Heterogeneous domain adaptation for multiple classes

Published: April 02, 2014

Weighted Block-Sparse Low Rank Representation for Face Clustering in Videos

Published: September 06, 2014

Learning graph structure for multi-label image classification via clique generation

Published: June 07, 2015

Scalable Maximum Margin Matrix Factorization by Active Riemannian Subspace Search

Published: September 01, 2015

Blind image deconvolution by automatic gradient activation

Published: February 27, 2016

Learning Sparse Confidence-Weighted Classifier on Very High Dimensional Data

Published: March 02, 2016

Fast Algorithms for Linear and Kernel SVM+

Published: June 27, 2016

Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization

Published: June 27, 2016

Efficient Orthogonal Non-negative Matrix Factorization over Stiefel Manifold

Published: October 24, 2016

Robust kernel low-rank representation

Published: November 01, 2016

Online Heterogeneous Transfer Learning by Weighted Offline and Online Classifiers

Published: November 24, 2016

MPGL: An Efficient Matching Pursuit Method for Generalized LASSO

Published: February 13, 2017

Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation

Published: August 01, 2017

Self-Paced Kernel Estimation for Robust Blind Image Deblurring

Published: October 22, 2017

Tensor Based Relations Ranking for Multi-relational Collective Classification

Published: November 18, 2017

On the Flatness of Loss Surface for Two-layered ReLU Networks

Published: December 21, 2017

T-C3D: Temporal Convolutional 3D Network for Real-Time Action Recognition

Published: April 27, 2018

Double Forward Propagation for Memorized Batch Normalization

Published: April 29, 2018

Towards Effective Low-Bitwidth Convolutional Neural Networks

Published: June 01, 2018

Visual Grounding via Accumulated Attention

Published: June 01, 2018

Comprehensive Learning Gene Expression Programming for Automatic Implicit Equation Discovery

Published: June 12, 2018

A Fast Memetic Multi-Objective Differential Evolution for Multi-Tasking Optimization

Published: July 01, 2018

Multi-modality Sensor Data Classification with Selective Attention

Published: July 01, 2018

Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation

Published: July 01, 2018

Discrimination-aware Channel Pruning for Deep Neural Networks

Published: September 01, 2018

Adversarial Learning with Local Coordinate Coding

Published: September 06, 2018

Automatic Segmentation of Cortex and Nucleus in Anterior Segment OCT Images

Published: September 14, 2018

Localizing Optic Disc and Cup for Glaucoma Screening via Deep Object Detection Networks

Published: September 14, 2018

Domain-Symmetric Networks for Adversarial Domain Adaptation

Published: June 01, 2019

Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation

Published: June 01, 2019

Oversampling for Imbalanced Data via Optimal Transport

Published: July 01, 2019

Conditional Adversarial Transfer for Glaucoma Diagnosis

Published: July 23, 2019

Graph Convolutional Networks for Temporal Action Localization

Published: October 01, 2019

Guided M-Net for High-Resolution Biomedical Image Segmentation with Weak Boundaries

Published: October 08, 2019

Attention Guided Network for Retinal Image Segmentation

Published: October 10, 2019

From Whole Slide Imaging to Microscopy: Deep Microscopy Adaptation Network for Histopathology Cancer Image Classification

Published: October 10, 2019

Multi-marginal Wasserstein Gan

Published: October 10, 2019

NAT: Neural Architecture Transformer for Accurate and Compact Architectures

Published: October 10, 2019

PM-Net: Pyramid Multi-label Network for Joint Optic Disc and Cup Segmentation

Published: October 10, 2019

Facial Image-to-Video Translation by a Hidden Affine Transformation

Published: October 15, 2019

Cartoon-to-Photo Facial Translation with Generative Adversarial Networks

Published: November 01, 2019

Location-aware Graph Convolutional Networks for Video Question Answering

Published: January 01, 2020

Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations

Published: April 03, 2020

Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification

Published: April 19, 2020

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

Published: June 01, 2020

Dense Regression Network for Video Grounding

Published: June 01, 2020

Intelligent home 3d: Automatic 3d-house design from linguistic descriptions only

Published: June 01, 2020

Training Quantized Neural Networks with a Full-precision Auxiliary Module

Published: June 01, 2020

Breaking the Curse of Space Explosion: Towards Effcient NAS with Curriculum Search

Published: July 07, 2020

Relation-Aware Transformer for Portfolio Policy Learning

Published: July 11, 2020

Deep Transferring Quantization

Published: July 17, 2020

Generative Low-bitwidth Data Free Quantization

Published: July 17, 2020

Length-Controllable Image Captioning

Published: July 17, 2020

Anonymous Model Pruning for Compressing Deep Neural Networks

Published: August 06, 2020

Retinal Image Segmentation with a Structure-Texture Demixing Network

Published: September 29, 2020

Cascade Reasoning Network for Text-based Visual Question Answering

Published: October 12, 2020

Cross-Modal Relation-Aware Networks for Audio-Visual Event Localization

Published: October 12, 2020

Dynamic Extension Nets for Few-shot Semantic Segmentation

Published: October 12, 2020

How to Train Your Agent to Read and Write

Published: February 09, 2021

RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning

Published: February 09, 2021

Modular Graph Attention Network for Complex Visual Relational Reasoning

Published: February 26, 2021

Contrastive Neural Architecture Search with Neural Architecture Comparators

Published: April 26, 2021

Towards Accurate Text-based Image Captioning with Content Diversity Exploration

Published: April 26, 2021

Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation

Published: June 18, 2021

Discrimination-aware Channel Pruning for Deep Neural Networks

Published: September 01, 2018

矩阵广义逆硬阈值追踪算法与稀疏恢复问题

Published: May 01, 2017

A† 分级硬阈值追踪

Published: August 03, 2017

An l0-Norm-Based Centers Selection for Failure Tolerant RBF Networks

Published: January 01, 2019

Robust ellipse fitting based on Lagrange programming neural network and locally competitive algorithm

Published: July 01, 2020

Robust MIMO radar target localization based on Lagrange programming neural network

Published: September 01, 2020

Constrained center loss for convolutional neural networks

Published: August 24, 2021

Sparse index tracking with k-sparsity or epsilon-deviation constraint via l0-norm minimization

Published: May 16, 2022

Cardinality constrained portfolio optimization via alternating direction method of multipliers

Published: July 28, 2022

Fast robust matrix completion via entry-wise l0-norm minimization

Published: December 06, 2022

First-order sparse TSK nonstationary fuzzy neural network based on the mean shift algorithm and the group lasso regularization

Published: February 01, 2023

Robust tensor completion via capped Frobenius norm

Published: February 06, 2023

MUSIC with capped Frobenius norm: Efficient robust direction-of-arrival estimator

Published: August 06, 2023

Robust low-rank matrix recovery as mixed integer programming via l0-norm optimization

Published: August 06, 2023

Lagrange programming neural network for robust passive elliptic positioning

Published: November 01, 2023

CASTELO: Convex approximation based solution to elliptic localization with outliers

Published: January 01, 2024

Image classification on hypersphere loss

Published: January 12, 2024

ROCS: Robust one-bit compressed sensing with application to direction of arrival

Published: March 26, 2024

An l0-norm optimization-based algorithm for robust and efficient MIMO localization

Published: July 29, 2024

A semidefinite programming approach for robust elliptic localization

Published: December 01, 2024

Projected gradient descent method for cardinality-constrained portfolio optimizatio

Published: December 01, 2024

Improved physics-informed neural networks for the reinterpreted discrete fracture model

Published: January 01, 2025

Channel pruning for convolutional neural networks using l0-norm constraints

Published: March 01, 2025

Adaptive robust MIMO radar target localization via capped Frobenius norm

Published: April 19, 2025

Robust Electrical Impedance Tomography for Respiratory Monitoring

Published: June 16, 2025

Robust Preprocessing of Impulsive Motion Artifacts Using Low-Rank Matrix Recovery for Electrical Impedance Tomography

Published: June 26, 2025

Probability Models in Information Engineering

Undergraduate course, City University of Hong Kong, 2021

Sem. B 2021

Engineering Applications of Artificial Intelligence

Undergraduate course, City University of Hong Kong, 2021

Sem. B 2020, Sem. A 2021

Signal Processing

Postgraduate course, City University of Hong Kong, 2022

Sem. A 2020, Sem. A 2022

Lecture on World Frontier Science and Technology

Undergraduate course, Shenzhen University, 2023

Sem. A 2023/24

Numerical Computing Methods

Undergraduate course, Shenzhen University, 2023

Sem. A 2023/24