Jing Zhou | DeepAI

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Featured Co-authors

Jian Zhang
226 publications
Ruslan Salakhutdinov
194 publications
Jian Li
150 publications
Jie Tang
135 publications
Bo Wang
117 publications
Jing Zhang
110 publications
Ming Ding
103 publications
Lingfei Wu
97 publications
Han Yu
94 publications
Sebastian Ruder
68 publications
Chao Liu
59 publications

∙ 08/27/2023

High-risk Factor Prediction in Lung Cancer Using Thin CT Scans: An Attention-Enhanced Graph Convolutional Network Approach

Lung cancer, particularly in its advanced stages, remains a leading caus...

0 Xiaotong Fu, et al. ∙

∙ 05/25/2023

All about sample-size calculations for A/B testing: Novel extensions and practical guide

While there exists a large amount of literature on the general challenge...

0 Jing Zhou, et al. ∙

∙ 11/23/2022

Embedding Compression for Text Classification Using Dictionary Screening

In this paper, we propose a dictionary screening method for embedding co...

0 Jing Zhou, et al. ∙

∙ 11/15/2022

A Universal Discriminator for Zero-Shot Generalization

Generative modeling has been the dominant approach for large-scale pretr...

0 Haike Xu, et al. ∙

∙ 11/12/2022

On the Sum-Capacity of Two-User Optical Intensity Multiple Access Channels

This paper investigates the sum-capacity of two-user optical intensity m...

0 Longguang Li, et al. ∙

∙ 03/28/2022

Multi-source wideband doa estimation method by frequency focusing and error weighting

In this paper, a new multi-source wideband direction of arrival (MSW-DOA...

0 Jing Zhou, et al. ∙

∙ 01/18/2022

Improved Receivers for Optical Wireless OFDM: An Information Theoretic Perspective

We consider performance enhancement of asymmetrically-clipped optical or...

0 Xiaozhen Liu, et al. ∙

∙ 12/15/2021

Automatic Product Copywriting for E-Commerce

Product copywriting is a critical component of e-commerce recommendation...

7 Xueying Zhang, et al. ∙

∙ 11/23/2021

On the Capacity of MISO Optical Intensity Channels With Per-Antenna Intensity Constraints

This paper investigates the capacity of general multiple-input single-ou...

0 Ru-Han Chen, et al. ∙

∙ 09/27/2021

FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding

The few-shot natural language understanding (NLU) task has attracted muc...

8 Yanan Zheng, et al. ∙

∙ 08/13/2021

FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning

Most previous methods for text data augmentation are limited to simple t...

12 Jing Zhou, et al. ∙

∙ 02/09/2021

Nonparametric C- and D-vine based quantile regression

Quantile regression is a field with steadily growing importance in stati...

0 Marija Tepegjozova, et al. ∙

∙ 09/30/2020

Turbulent Details Simulation for SPH Fluids via Vorticity Refinement

A major issue in Smoothed Particle Hydrodynamics (SPH) approaches is the...

0 Sinuo Liu, et al. ∙

∙ 06/12/2020

Detangling robustness in high dimensions: composite versus model-averaged estimation

Robust methods, though ubiquitous in practice, are yet to be fully under...

0 Jing Zhou, et al. ∙

∙ 05/12/2020

Benchmark Tests of Convolutional Neural Network and Graph Convolutional Network on HorovodRunner Enabled Spark Clusters

The freedom of fast iterations of distributed deep learning tasks is cru...

0 Jing Pan, et al. ∙

∙ 12/24/2019

Bandlimited Communication With One-Bit Quantization and Oversampling: Transceiver Design and Performance Evaluation

We investigate design and performance of communications over the bandlim...

0 Rui Deng, et al. ∙

∙ 10/10/2019

Rate-Distortion Optimization Guided Autoencoder for Generative Approach with quantitatively measurable latent space

In the generative model approach of machine learning, it is essential to...

0 Keizo Kato, et al. ∙

∙ 09/30/2019

MIOpen: An Open Source Library For Deep Learning Primitives

Deep Learning has established itself to be a common occurrence in the bu...

71 Jehandad Khan, et al. ∙

∙ 02/12/2019

An Enhanced SDR based Global Algorithm for Nonconvex Complex Quadratic Programs with Signal Processing Applications

In this paper, we consider a class of nonconvex complex quadratic progra...

0 Cheng Lu, et al. ∙

∙ 11/04/2018

Bounds on Capacity Region of Optical Intensity Multiple Access Channel

This paper provides new inner and outer bounds on the capacity region of...

0 Jing Zhou, et al. ∙

∙ 05/30/2018

Capacity bounds for bandlimited Gaussian channels with peak-to-average-power-ratio constraint

We revisit Shannon's problem of bounding the capacity of bandlimited Gau...

0 Yizhu Wang, et al. ∙

∙ 07/06/2017

Long-Term Memory Networks for Question Answering

Question answering is an important and difficult task in the natural lan...

0 Fenglong Ma, et al. ∙

∙ 10/18/2016

SYSTRAN's Pure Neural Machine Translation Systems

Since the first online demonstration of Neural Machine Translation (NMT)...

0 Josep Crego, et al. ∙

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