b'Jin Xu'

research

∙ 07/12/2023

The Whole Pathological Slide Classification via Weakly Supervised Learning

Due to its superior efficiency in utilizing annotations and addressing g...

0 Qiehe Sun, et al. ∙

research

∙ 05/24/2023

Deep Stochastic Processes via Functional Markov Transition Operators

We introduce Markov Neural Processes (MNPs), a new class of Stochastic P...

0 Jin Xu, et al. ∙

research

∙ 04/10/2023

Investigating Graph Structure Information for Entity Alignment with Dangling Cases

Entity alignment (EA) aims to discover the equivalent entities in differ...

0 Jin Xu, et al. ∙

research

∙ 12/08/2022

DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding

Minimum Bayesian Risk Decoding (MBR) emerges as a promising decoding alg...

0 Jianhao Yan, et al. ∙

research

∙ 10/26/2022

Residual Learning of Neural Text Generation with n-gram Language Model

N-gram language models (LM) have been largely superseded by neural LMs a...

0 Huayang Li, et al. ∙

research

∙ 10/24/2022

A comparative study to alternatives to the log-rank test

Studies to compare the survival of two or more groups using time-to-even...

0 Ina Dormuth, et al. ∙

research

∙ 06/06/2022

Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation

While large-scale neural language models, such as GPT2 and BART, have ac...

5 Jin Xu, et al. ∙

research

∙ 04/28/2022

AGIC: Approximate Gradient Inversion Attack on Federated Learning

Federated learning is a private-by-design distributed learning paradigm ...

0 Jin Xu, et al. ∙

research

∙ 04/26/2022

Balancing Age-Energy Tradeoff in Sleep-Wake Server Systems

The surging demand for fresh information from various Internet of Things...

0 Jin Xu, et al. ∙

research

∙ 03/30/2022

Matrix Multiplication with Less Arithmetic Complexity and IO Complexity

After Strassen presented the first sub-cubic matrix multiplication algor...

0 Pu Wu, et al. ∙

research

∙ 03/23/2022

ECO v1: Towards Event-Centric Opinion Mining

Events are considered as the fundamental building blocks of the world. M...

0 Ruoxi Xu, et al. ∙

research

∙ 03/15/2022

Procedural Text Understanding via Scene-Wise Evolution

Procedural text understanding requires machines to reason about entity s...

0 Jialong Tang, et al. ∙

research

∙ 02/26/2022

libRoadRunner 2.0: A High-Performance SBML Simulation and Analysis Library

Motivation: This paper presents libRoadRunner 2.0, an extensible, high-p...

0 Ciaran Welsh, et al. ∙

research

∙ 02/17/2022

CLS: Cross Labeling Supervision for Semi-Supervised Learning

It is well known that the success of deep neural networks is greatly att...

0 Yao Yao, et al. ∙

research

∙ 11/25/2021

AutoHEnsGNN: Winning Solution to AutoGraph Challenge for KDD Cup 2020

Graph Neural Networks (GNNs) have become increasingly popular and achiev...

0 Jin Xu, et al. ∙

research

∙ 08/29/2021

Analyzing and Mitigating Interference in Neural Architecture Search

Weight sharing has become the de facto approach to reduce the training c...

0 Jin Xu, et al. ∙

research

∙ 06/17/2021

Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction

Event extraction is challenging due to the complex structure of event re...

0 Yaojie Lu, et al. ∙

research

∙ 06/17/2021

Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases

Previous literatures show that pre-trained masked language models (MLMs)...

0 Boxi Cao, et al. ∙

research

∙ 06/16/2021

From Discourse to Narrative: Knowledge Projection for Event Relation Extraction

Current event-centric knowledge graphs highly rely on explicit connectiv...

0 Jialong Tang, et al. ∙

research

∙ 06/10/2021

Group Equivariant Subsampling

Subsampling is used in convolutional neural networks (CNNs) in the form ...

0 Jin Xu, et al. ∙

research

∙ 06/10/2021

Graph Symbiosis Learning

We introduce a framework for learning from multiple generated graph view...

13 Liang Zeng, et al. ∙

research

∙ 05/30/2021

NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search

While pre-trained language models (e.g., BERT) have achieved impressive ...

12 Jin Xu, et al. ∙

research

∙ 05/09/2021

FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition

Error correction techniques have been used to refine the output sentence...

5 Yichong Leng, et al. ∙

research

∙ 04/13/2021

Improving Long-Tailed Classification from Instance Level

Data in the real world tends to exhibit a long-tailed label distribution...

11 Yan Zhao, et al. ∙

research

∙ 02/25/2021

MixSpeech: Data Augmentation for Low-resource Automatic Speech Recognition

In this paper, we propose MixSpeech, a simple yet effective data augment...

14 Linghui Meng, et al. ∙

research

∙ 02/19/2021

Studentized Permutation Method for Comparing Restricted Mean Survival Times with Small Sample from Randomized Trials

Recent observations, especially in cancer immunotherapy clinical trials ...

0 Marc Ditzhaus, et al. ∙

research

∙ 10/17/2020

Incorporate Semantic Structures into Machine Translation Evaluation via UCCA

Copying mechanism has been commonly used in neural paraphrasing networks...

0 Jin Xu, et al. ∙

research

∙ 08/27/2020

OFFER: A Motif Dimensional Framework for Network Representation Learning

Aiming at better representing multivariate relationships, this paper inv...

0 Shuo Yu, et al. ∙

research

∙ 08/13/2020

Cognitive Representation Learning of Self-Media Online Article Quality

The automatic quality assessment of self-media online articles is an urg...

0 Yiru Wang, et al. ∙

research

∙ 08/09/2020

LRSpeech: Extremely Low-Resource Speech Synthesis and Recognition

Speech synthesis (text to speech, TTS) and recognition (automatic speech...

0 Jin Xu, et al. ∙

research

∙ 08/09/2020

Multivariate Relations Aggregation Learning in Social Networks

Multivariate relations are general in various types of networks, such as...

0 Jin Xu, et al. ∙

research

∙ 07/23/2020

Whole-Body Human Pose Estimation in the Wild

This paper investigates the task of 2D human whole-body pose estimation,...

31 Sheng Jin, et al. ∙

research

∙ 07/03/2020

AEGCN: An Autoencoder-Constrained Graph Convolutional Network

We propose a novel neural network architecture, called autoencoder-const...

2 Mingyuan Ma, et al. ∙

research

∙ 06/10/2020

A Bayesian Framework for Nash Equilibrium Inference in Human-Robot Parallel Play

We consider shared workspace scenarios with humans and robots acting to ...

44 Shray Bansal, et al. ∙

research

∙ 06/08/2020

MultiSpeech: Multi-Speaker Text to Speech with Transformer

Transformer-based text to speech (TTS) model (e.g., Transformer TTS <cit...

0 Mingjian Chen, et al. ∙

research

∙ 04/24/2020

Age of Information for Single Buffer Systems with Vacation Server

In this research, we consider age-related metrics for queueing systems w...

0 Jin Xu, et al. ∙

research

∙ 01/07/2020

On Competitive Analysis for Polling Systems

Polling systems have been widely studied, however most of these studies ...

0 Jin Xu, et al. ∙

research

∙ 12/28/2019

Weak Supervision for Fake News Detection via Reinforcement Learning

Today social media has become the primary source for news. Via social me...

0 Yaqing Wang, et al. ∙

research

∙ 12/05/2019

MetaFun: Meta-Learning with Iterative Functional Updates

Few-shot supervised learning leverages experience from previous learning...

18 Jin Xu, et al. ∙

research

∙ 11/11/2019

Transfer Value Iteration Networks

Value iteration networks (VINs) have been demonstrated to be effective i...

0 Junyi Shen, et al. ∙

research

∙ 08/06/2019

Optimal Sliced Latin Hypercube Designs with Slices of Arbitrary Run Sizes

Sliced Latin hypercube designs (SLHDs) are widely used in computer exper...

0 Jing Zhang, et al. ∙

research

∙ 06/28/2019

Towards Assigning Priorities in Queues Using Age of Information

We consider a priority queueing system where a single processor serves k...

0 Jin Xu, et al. ∙

research

∙ 05/07/2019

Sliced Latin hypercube designs with arbitrary run sizes

Latin hypercube designs achieve optimal univariate stratifications and a...

0 Jin Xu, et al. ∙

research

∙ 06/15/2018

Controllable Semantic Image Inpainting

We develop a method for user-controllable semantic image inpainting: Giv...

2 Jin Xu, et al. ∙

research

∙ 06/08/2018

Graph Theory Towards New Graphical Passwords In Information Networks

Graphical passwords (GPWs) have been studied over 20 years. We are motiv...

0 Bing Yao, et al. ∙

research

∙ 01/01/2018

On Spectral Graph Embedding: A Non-Backtracking Perspective and Graph Approximation

Graph embedding has been proven to be efficient and effective in facilit...

0 Fei Jiang, et al. ∙

research

∙ 09/19/2014

Active Dictionary Learning in Sparse Representation Based Classification

Sparse representation, which uses dictionary atoms to reconstruct input ...

0 Jin Xu, et al. ∙

Jin Xu

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