
Differential Evolution with Individuals Redistribution for Real Parameter Single Objective Optimization
Differential Evolution (DE) is quite powerful for real parameter single ...
read it

Most Probable Dynamics of Stochastic Dynamical Systems with Exponentially Light Jump Fluctuations
The emergence of the exit events from a bounded domain containing a stab...
read it

Deep Learningbased Endtoend Diagnosis System for Avascular Necrosis of Femoral Head
As the first diagnostic imaging modality of avascular necrosis of the fe...
read it

A regressionbased method for detecting publication bias in multivariate metaanalysis
Publication bias occurs when the publication of research results depends...
read it

Illumination adaptive person reid based on teacherstudent model and adversarial training
Most existing works in Person Reidentification (ReID) focus on settings...
read it

Nowhere to Hide: Crossmodal Identity Leakage between Biometrics and Devices
Along with the benefits of Internet of Things (IoT) come potential priva...
read it

Caching at Base Stations with MultiCluster Multicast Wireless Backhaul via Accelerated FirstOrder Algorithm
Cloud radio access network (CRAN) has been recognized as a promising ar...
read it

Auto Completion of User Interface Layout Design Using TransformerBased Tree Decoders
It has been of increasing interest in the field to develop automatic mac...
read it

Improved quantum algorithm for the random subset sum problem
We propose a quantum algorithm for solving random subset sum instances w...
read it

Area Queries Based on Voronoi Diagrams
The area query, to find all elements contained in a specified area from ...
read it

SelfAttention Enhanced Selective Gate with EntityAware Embedding for Distantly Supervised Relation Extraction
Distantly supervised relation extraction intrinsically suffers from nois...
read it

Efficient Spatial Nearest Neighbor Queries Based on Multilayer Voronoi Diagrams
Nearest neighbor (NN) problem is an important scientific problem. The NN...
read it

A Heuristic Algorithm Based on Tour Rebuilding Operator for the Traveling Salesman Problem
TSP (Traveling Salesman Problem), a classic NPcomplete problem in combi...
read it

A Unified Framework for Data Poisoning Attack to Graphbased Semisupervised Learning
In this paper, we proposed a general framework for data poisoning attack...
read it

Flow Models for Arbitrary Conditional Likelihoods
Understanding the dependencies among features of a dataset is at the cor...
read it

SuPer: A Surgical Perception Framework for Endoscopic Tissue Manipulation with Surgical Robotics
Traditional control and task automation have been successfully demonstra...
read it

Forecaster: A Graph Transformer for Forecasting Spatial and TimeDependent Data
Spatial and timedependent data is of interest in many applications. Thi...
read it

Snowball: Iterative Model Evolution and Confident Sample Discovery for SemiSupervised Learning on Very Small Labeled Datasets
In this work, we develop a joint sample discovery and iterative model ev...
read it

What Happens on the Edge, Stays on the Edge: Toward Compressive Deep Learning
Machine learning at the edge offers great benefits such as increased pri...
read it

UGCVIDEO: perceptual quality assessment of usergenerated videos
Recent years have witnessed an everexpandingvolume of usergenerated co...
read it

Neural Plasticity Networks
Neural plasticity is an important functionality of human brain, in which...
read it

Proximal Policy Optimization with Mixed Distributed Training
Instability and slowness are two main problems in deep reinforcement lea...
read it

Inferring Latent dimension of Linear Dynamical System with Minimum Description Length
Timeinvariant linear dynamical system arises in many realworld applica...
read it

Bayesian Optimization with Directionally Constrained Search
Bayesian optimization offers a flexible framework to optimize an objecti...
read it

Robustness Verification of Treebased Models
We study the robustness verification problem for treebased models, incl...
read it

Saliency detection based on structural dissimilarity induced by image quality assessment model
The distinctiveness of image regions is widely used as the cue of salien...
read it

ClusterGCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks
Graph convolutional network (GCN) has been successfully applied to many ...
read it

Learningbased Rate Adaptation for Uplink Massive MIMO Networks with Cooperative DataAssisted Detection
In this paper, the uplink adaptation for massive multipleinputmultiple...
read it

Downlink Goodput Analysis for D2D Underlaying Massive MIMO Networks
The performance of downlink massive multipleinputmultipleoutput netwo...
read it

L_0ARM: Network Sparsification via Stochastic Binary Optimization
We consider network sparsification as an L_0norm regularized binary opt...
read it

Accurate and Fast reconstruction of Porous Media from Extremely Limited Information Using Conditional Generative Adversarial Network
Porous media are ubiquitous in both nature and engineering applications,...
read it

SADIH: SemanticAware DIscrete Hashing
Due to its low storage cost and fast query speed, hashing has been recog...
read it

Pose Graph Optimization for Unsupervised Monocular Visual Odometry
Unsupervised Learning based monocular visual odometry (VO) has lately dr...
read it

Optimisation and Comprehensive Evaluation of Alternative Energising Paths for Power System Restoration
Power system restoration after a major blackout is a complex process, in...
read it

Proving the NPcompleteness of optimal moral graph triangulation
Moral graphs were introduced in the 1980s as an intermediate step when t...
read it

The Complexity of Morality: Checking Markov Blanket Consistency with DAGs via Morality
A family of Markov blankets in a faithful Bayesian network satisfies the...
read it

Modeling Mobile Interface Tappability Using Crowdsourcing and Deep Learning
Tapping is an immensely important gesture in mobile touchscreen interfac...
read it

Towards TouchtoAccess Device Authentication Using Induced Body Electric Potentials
This paper presents TouchAuth, a new touchtoaccess device authenticati...
read it

A Forest from the Trees: Generation through Neighborhoods
In this work, we propose to learn a generative model using both learned ...
read it

Deep Neural Networks with AuxiliaryModel Regulated Gating for Resilient MultiModal Sensor Fusion
Deep neural networks allow for fusion of highlevel features from multip...
read it

Phoneticenriched Text Representation for Chinese Sentiment Analysis with Reinforcement Learning
The Chinese pronunciation system offers two characteristics that disting...
read it

Ensemble Feature for Person ReIdentification
In person reidentification (reID), the key task is feature representat...
read it

Face Recognition System
Deep learning is one of the new and important branches in machine learni...
read it

GaterNet: Dynamic Filter Selection in Convolutional Neural Network via a Dedicated Global Gating Network
The concept of conditional computation for deep nets has been proposed p...
read it

Implementation of Robust Face Recognition System Using Live Video Feed Based on CNN
The way to accurately and effectively identify people has always been an...
read it

An amplitudesperturbation data augmentation method in convolutional neural networks for EEG decoding
BrainComputer Interface (BCI) system provides a pathway between humans ...
read it

Fast Hyperparameter Optimization of Deep Neural Networks via Ensembling Multiple Surrogates
The performance of deep neural networks crucially depends on good hyperp...
read it

Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks
Neural language models have been widely used in various NLP tasks, inclu...
read it

Area Attention
Existing attention mechanisms, are mostly itembased in that a model is ...
read it

Boosted Convolutional Neural Networks for Motor Imagery EEG Decoding with Multiwaveletbased TimeFrequency Conditional Granger Causality Analysis
Decoding EEG signals of different mental states is a challenging task fo...
read it
Yang Li
is this you? claim profile
∙
0
followers
Google
∙
University of CaliforniaDavis
∙
University of Colorado Boulder
∙
University of Technology Sydney
∙
Xi'an Jiaotong University
∙
Association for Computing Machinery
∙
Zhejiang University
∙
University of North Carolina at Chapel Hill
∙
NYU college
∙
Shenzhen University
∙
Peking University
∙
Georgia State University
∙
University of California, San Diego
∙
NetEase, Inc
∙
The University of Queensland
∙
The University of Tokyo
Staff Research Scientist at Google, and an affiliate faculty member in Computer Science & Engineering at the University of Washington.