b'Yang Yang'

research

∙ 07/18/2022

MobileCodec: Neural Inter-frame Video Compression on Mobile Devices

Realizing the potential of neural video codecs on mobile devices is a bi...

Hoang Le, et al. ∙

research

∙ 07/13/2022

Neural Topological Ordering for Computation Graphs

Recent works on machine learning for combinatorial optimization have sho...

Mukul Gagrani, et al. ∙

research

∙ 07/06/2022

Rethinking the Value of Gazetteer in Chinese Named Entity Recognition

Gazetteer is widely used in Chinese named entity recognition (NER) to en...

Qianglong Chen, et al. ∙

research

∙ 06/26/2022

Towards KAB2S: Learning Key Knowledge from Single-Objective Problems to Multi-Objective Problem

As "a new frontier in evolutionary computation research", evolutionary t...

Xu Wendi, et al. ∙

research

∙ 06/22/2022

Multi-View Clustering for Open Knowledge Base Canonicalization

Open information extraction (OIE) methods extract plenty of OIE triples ...

Wei Shen, et al. ∙

research

∙ 05/29/2022

AutoDisc: Automatic Distillation Schedule for Large Language Model Compression

Driven by the teacher-student paradigm, knowledge distillation is one of...

Chen Zhang, et al. ∙

research

∙ 05/26/2022

Measuring Perceptual Color Differences of Smartphone Photography

Measuring perceptual color differences (CDs) is of great importance in m...

Zhihua Wang, et al. ∙

research

∙ 05/20/2022

6G Network AI Architecture for Everyone-Centric Customized Services

Mobile communication standards were developed for enhancing transmission...

Yang Yang, et al. ∙

research

∙ 04/29/2022

A Bottom-Up End-User Intelligent Assistant Approach to Empower Gig Workers against AI Inequality

The growing inequality in gig work between workers and platforms has bec...

Toby Jia-Jun Li, et al. ∙

research

∙ 04/21/2022

DropMessage: Unifying Random Dropping for Graph Neural Networks

Graph Neural Networks (GNNs) are powerful tools for graph representation...

Taoran Fang, et al. ∙

research

∙ 04/19/2022

Invertible Mask Network for Face Privacy-Preserving

Face privacy-preserving is one of the hotspots that arises dramatic inte...

Yang Yang, et al. ∙

research

∙ 04/05/2022

BcMON: Blockchain Middleware for Offline Networks

Blockchain is becoming a new generation of information infrastructures. ...

Yijing Lin, et al. ∙

research

∙ 03/28/2022

Who is next: rising star prediction via diffusion of user interest in social networks

Finding items with potential to increase sales is of great importance in...

Xuan Yang, et al. ∙

research

∙ 03/18/2022

FORCE: A Framework of Rule-Based Conversational Recommender System

The conversational recommender systems (CRSs) have received extensive at...

Jun Quan, et al. ∙

research

∙ 03/18/2022

Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation

Most existing point cloud completion methods are only applicable to part...

Changfeng Ma, et al. ∙

research

∙ 03/17/2022

Medium Transmission Map Matters for Learning to Restore Real-World Underwater Images

Underwater visual perception is essentially important for underwater exp...

Yan Kai, et al. ∙

research

∙ 03/15/2022

Interactive Robotic Grasping with Attribute-Guided Disambiguation

Interactive robotic grasping using natural language is one of the most f...

Yang Yang, et al. ∙

research

∙ 03/12/2022

Adaptive Information Bottleneck Guided Joint Source-Channel Coding

Joint source channel coding (JSCC) has attracted increasing attentions d...

Lunan Sun, et al. ∙

research

∙ 03/12/2022

Multibeam Satellite Communications with Energy Efficiency Optimization

Energy efficiency (EE) is an important aspect of satellite communication...

Chenhao Qi, et al. ∙

research

∙ 03/03/2022

Region-of-Interest Based Neural Video Compression

Humans do not perceive all parts of a scene with the same resolution, bu...

Yura Perugachi-Diaz, et al. ∙

research

∙ 03/02/2022

Learning Object Relations with Graph Neural Networks for Target-Driven Grasping in Dense Clutter

Robots in the real world frequently come across identical objects in den...

Xibai Lou, et al. ∙

research

∙ 02/07/2022

A Coarse-to-fine Morphological Approach With Knowledge-based Rules and Self-adapting Correction for Lung Nodules Segmentation

The segmentation module which precisely outlines the nodules is a crucia...

Xinliang Fu, et al. ∙

research

∙ 01/31/2022

MHSnet: Multi-head and Spatial Attention Network with False-Positive Reduction for Pulmonary Nodules Detection

The mortality of lung cancer has ranked high among cancers for many year...

Juanyun Mai, et al. ∙

research

∙ 01/31/2022

An Exploratory Study of Stock Price Movements from Earnings Calls

Financial market analysis has focused primarily on extracting signals fr...

Sourav Medya, et al. ∙

research

∙ 01/29/2022

Semantic-assisted image compression

Conventional image compression methods typically aim at pixel-level cons...

Qizheng Sun, et al. ∙

research

∙ 01/09/2022

Privacy-aware Early Detection of COVID-19 through Adversarial Training

Early detection of COVID-19 is an ongoing area of research that can help...

Omid Rohanian, et al. ∙

research

∙ 01/08/2022

Real-time Rail Recognition Based on 3D Point Clouds

Accurate rail location is a crucial part in the railway support driving ...

Xinyi Yu, et al. ∙

research

∙ 12/26/2021

Stability analysis and error estimates of local discontinuous Galerkin method for convection-diffusion equations on overlapping mesh with non-periodic boundary conditions

A new local discontinuous Galerkin (LDG) method for convection-diffusion...

Nattaporn Chuenjarern, et al. ∙

research

∙ 12/22/2021

Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results

As real-scanned point clouds are mostly partial due to occlusions and vi...

Liang Pan, et al. ∙

research

∙ 12/08/2021

VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction

With the booming of pre-trained transformers, remarkable progress has be...

Dan Li, et al. ∙

research

∙ 11/24/2021

ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval

The huge domain gap between sketches and photos and the highly abstract ...

Hao Ren, et al. ∙

research

∙ 11/13/2021

A hybrid-mixed finite element method for single-phase Darcy flow in fractured porous media

We present a hybrid-mixed finite element method for a novel hybrid-dim...

Guosheng Fu, et al. ∙

research

∙ 11/08/2021

Is the group structure important in grouped functional time series?

We study the importance of group structure in grouped functional time se...

Yang Yang, et al. ∙

research

∙ 11/08/2021

Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning

Adversarial attacks on graphs have posed a major threat to the robustnes...

Qinkai Zheng, et al. ∙

research

∙ 10/24/2021

Neural Embeddings of Urban Big Data Reveal Emergent Structures in Cities

In this study, we propose using a neural embedding model-graph neural ne...

Chao Fan, et al. ∙

research

∙ 10/22/2021

Exploiting Cross-Modal Prediction and Relation Consistency for Semi-Supervised Image Captioning

The task of image captioning aims to generate captions directly from ima...

Yang Yang, et al. ∙

research

∙ 10/14/2021

Region Semantically Aligned Network for Zero-Shot Learning

Zero-shot learning (ZSL) aims to recognize unseen classes based on the k...

Ziyang Wang, et al. ∙

research

∙ 09/29/2021

Semantic Communications With AI Tasks

A radical paradigm shift of wireless networks from “connected things” to...

Yang Yang, et al. ∙

research

∙ 09/10/2021

Boosting Graph Search with Attention Network for Solving the General Orienteering Problem

Recently, several studies have explored the use of neural network to sol...

Zongtao Liu, et al. ∙

research

∙ 09/03/2021

Cohort Characteristics and Factors Associated with Cannabis Use among Adolescents in Canada Using Pattern Discovery and Disentanglement Method

COMPASS is a longitudinal, prospective cohort study collecting data annu...

Peiyuan Zhou, et al. ∙

research

∙ 08/27/2021

Rethinking the Aligned and Misaligned Features in One-stage Object Detection

One-stage object detectors rely on the point feature to predict the dete...

Yang Yang, et al. ∙

research

∙ 08/19/2021

A novel method in solving seepage problems implementation in Abaqus based on the polygonal scaled boundary finite element method

The scaled boundary finite element method (SBFEM) is a semi-analytical c...

Yang Yang, et al. ∙

research

∙ 08/07/2021

A High Throughput Parallel Hash Table on FPGA using XOR-based Memory

Hash table is a fundamental data structure for quick search and retrieva...

Ruizhi Zhang, et al. ∙

research

∙ 08/02/2021

Angle Estimation for Terahertz Ultra-Massive MIMO-Based Space-to-Air Communications

This paper investigates terahertz ultra-massive (UM)-MIMO-based angle es...

Anwen Liao, et al. ∙

research

∙ 06/23/2021

A polygonal scaled boundary finite element method for solving heat conduction problems

This paper presents a steady-state and transient heat conduction analysi...

Yang Yang, et al. ∙

research

∙ 06/04/2021

Language Scaling for Universal Suggested Replies Model

We consider the problem of scaling automated suggested replies for Outlo...

Qianlan Ying, et al. ∙

research

∙ 06/02/2021

Feature Extraction for Functional Time Series: Theory and Application to NIR Spectroscopy Data

We propose a novel method to extract global and local features of functi...

Yang Yang, et al. ∙

research

∙ 05/21/2021

New Construction of Z-Complementary Code Sets and Mutually Orthogonal Complementary Sequence Sets

Due to the zero nontrivial aperiodic correlation of complete complementa...

Bingsheng Shen, et al. ∙

research

∙ 05/03/2021

Viko: An Adaptive Gecko Gripper with Vision-based Tactile Sensor

Monitoring the state of contact is essential for robotic devices, especi...

Chohei Pang, et al. ∙

research

∙ 04/29/2021

EPP-Net: Extreme-Point-Prediction-Based Object Detection

Object detection can be regarded as a pixel clustering task, and its bou...

Yang Yang, et al. ∙

Yang Yang

Featured Co-authors