Xinyuan Zhang | DeepAI

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∙ 03/24/2023

AI-Generated 6G Internet Design: A Diffusion Model-based Learning Approach

The 6G Internet poses intense demands for intelligent and customized des...

0 Yudong Huang, et al. ∙

∙ 07/19/2022

A Near-Linear Time Sampler for the Ising Model

We give a near-linear time sampler for the Gibbs distribution of the fer...

0 Xiaoyu Chen, et al. ∙

∙ 03/15/2022

Optimal mixing for two-state anti-ferromagnetic spin systems

We prove an optimal Ω(n^-1) lower bound for modified log-Sobolev (MLS) c...

0 Xiaoyu Chen, et al. ∙

∙ 03/08/2022

GANSpiration: Balancing Targeted and Serendipitous Inspiration in User Interface Design with Style-Based Generative Adversarial Network

Inspiration from design examples plays a crucial role in the creative pr...

0 Mohammad Amin Mozaffari, et al. ∙

∙ 02/24/2022

Cognitive Semantic Communication Systems Driven by Knowledge Graph

Semantic communication is envisioned as a promising technique to break t...

0 Fuhui Zhou, et al. ∙

∙ 01/30/2022

Polynomial-Time Approximation of Zero-Free Partition Functions

Zero-free based algorithm is a major technique for deterministic approxi...

0 Penghui Yao, et al. ∙

∙ 01/25/2022

GIU-GANs: Global Information Utilization for Generative Adversarial Networks

In recent years, with the rapid development of artificial intelligence, ...

0 Yongqi Tian, et al. ∙

∙ 12/04/2021

KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification

Time-series classification approaches based on deep neural networks are ...

0 Xueyuan Gong, et al. ∙

∙ 11/04/2021

Optimal Mixing Time for the Ising Model in the Uniqueness Regime

We prove an optimal O(n log n) mixing time of the Glauber dynamics for t...

0 Xiaoyu Chen, et al. ∙

∙ 05/31/2021

Rapid mixing of Glauber dynamics via spectral independence for all degrees

We prove an optimal Ω(n^-1) lower bound on the spectral gap of Glauber d...

0 Xiaoyu Chen, et al. ∙

∙ 10/04/2020

Mixing Strategies in Cryptocurrencies and An Alternative Implementation

Since the initial launch of Bitcoin by Satoshi Nakamoto in 2009, decentr...

0 Xinyuan Zhang, et al. ∙

∙ 09/15/2020

Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes

High-quality dialogue-summary paired data is expensive to produce and do...

0 Xinyuan Zhang, et al. ∙

∙ 10/05/2019

Gaussian-Process-Based Dynamic Embedding for Textual Networks

Textual network embedding aims to learn low-dimensional representations ...

0 Pengyu Cheng, et al. ∙

∙ 09/30/2019

Improving Textual Network Learning with Variational Homophilic Embeddings

The performance of many network learning applications crucially hinges o...

0 Wenlin Wang, et al. ∙

∙ 06/19/2019

Learning Compressed Sentence Representations for On-Device Text Processing

Vector representations of sentences, trained on massive text corpora, ar...

0 Dinghan Shen, et al. ∙

∙ 06/05/2019

Syntax-Infused Variational Autoencoder for Text Generation

We present a syntax-infused variational autoencoder (SIVAE), that integr...

0 Xinyuan Zhang, et al. ∙

∙ 06/05/2019

Improving Textual Network Embedding with Global Attention via Optimal Transport

Constituting highly informative network embeddings is an important tool ...

0 Liqun Chen, et al. ∙

∙ 08/29/2018

Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment

Network embeddings, which learn low-dimensional representations for each...

0 Dinghan Shen, et al. ∙

∙ 05/24/2018

Diffusion Maps for Textual Network Embedding

Textual network embedding leverages rich text information associated wit...

0 Xinyuan Zhang, et al. ∙

∙ 05/10/2018

Joint Embedding of Words and Labels for Text Classification

Word embeddings are effective intermediate representations for capturing...

0 Guoyin Wang, et al. ∙

∙ 03/19/2018

Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration

Low-rank signal modeling has been widely leveraged to capture non-local ...

0 Xinyuan Zhang, et al. ∙

∙ 01/15/2018

Multi-Label Learning from Medical Plain Text with Convolutional Residual Models

Predicting diagnoses from Electronic Health Records (EHRs) is an importa...

0 Xinyuan Zhang, et al. ∙