Haoran Sun | DeepAI

DeepAI AI Chat

Featured Co-authors

Dong Wang
238 publications
Yang Wang
233 publications
Yang Zhang
141 publications
Bo Dai
134 publications
Sijia Liu
112 publications
Le Song
105 publications
Zhiwei Steven Wu
90 publications
Dale Schuurmans
78 publications
Eric Xing
70 publications
Mingyi Hong
67 publications
Chen Liu
63 publications

∙ 06/08/2023

Jigsaw-based Benchmarking for Learning Robotic Manipulation

Benchmarking provides experimental evidence of the scientific baseline t...

0 Xiaobo Liu, et al. ∙

∙ 02/17/2023

Fine-grained Cross-modal Fusion based Refinement for Text-to-Image Synthesis

Text-to-image synthesis refers to generating visual-realistic and semant...

0 Haoran Sun, et al. ∙

∙ 11/30/2022

Score-based Continuous-time Discrete Diffusion Models

Score-based modeling through stochastic differential equations (SDEs) ha...

15 Haoran Sun, et al. ∙

∙ 09/16/2022

Optimal Scaling for Locally Balanced Proposals in Discrete Spaces

Optimal scaling has been well studied for Metropolis-Hastings (M-H) algo...

0 Haoran Sun, et al. ∙

∙ 07/23/2022

Annealed Training for Combinatorial Optimization on Graphs

The hardness of combinatorial optimization (CO) problems hinders collect...

0 Haoran Sun, et al. ∙

∙ 06/29/2022

Discrete Langevin Sampler via Wasserstein Gradient Flow

Recently, a family of locally balanced (LB) samplers has demonstrated ex...

2 Haoran Sun, et al. ∙

∙ 12/28/2021

To Supervise or Not: How to Effectively Learn Wireless Interference Management Models?

Machine learning has become successful in solving wireless interference ...

3 Bingqing Song, et al. ∙

∙ 11/24/2021

How Speech is Recognized to Be Emotional - A Study Based on Information Decomposition

The way that humans encode their emotion into speech signals is complex....

0 Haoran Sun, et al. ∙

∙ 11/03/2021

Multi-task Learning of Order-Consistent Causal Graphs

We consider the problem of discovering K related Gaussian directed acycl...

8 Xinshi Chen, et al. ∙

∙ 09/15/2021

Fermion Sampling Made More Efficient

Fermion sampling is to generate probability distribution of a many-body ...

0 Haoran Sun, et al. ∙

∙ 05/03/2021

Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective

There has been a growing interest in developing data-driven, and in part...

0 Haoran Sun, et al. ∙

∙ 11/16/2020

Learning to Continuously Optimize Wireless Resource In Episodically Dynamic Environment

There has been a growing interest in developing data-driven and in parti...

0 Haoran Sun, et al. ∙

∙ 10/27/2020

Deep generative factorization for speech signal

Various information factors are blended in speech signals, which forms t...

0 Haoran Sun, et al. ∙

∙ 06/20/2020

On the Divergence of Decentralized Non-Convex Optimization

We study a generic class of decentralized algorithms in which N agents j...

0 Mingyi Hong, et al. ∙

∙ 01/15/2020

Substituting Gadolinium in Brain MRI Using DeepContrast

Cerebral blood volume (CBV) is a hemodynamic correlate of oxygen metabol...

9 Haoran Sun, et al. ∙

∙ 10/29/2019

On Investigation of Unsupervised Speech Factorization Based on Normalization Flow

Speech signals are complex composites of various information, including ...

0 Haoran Sun, et al. ∙

∙ 10/13/2019

Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: A Joint Gradient Estimation and Tracking Approach

Many modern large-scale machine learning problems benefit from decentral...

0 Haoran Sun, et al. ∙

∙ 07/21/2019

Alice's Adventures in the Markovian World

This paper proposes an algorithm Alice having no access to the physics l...

0 Zhanzhan Zhao, et al. ∙

∙ 06/04/2019

Distributed Training with Heterogeneous Data: Bridging Median and Mean Based Algorithms

Recently, there is a growing interest in the study of median-based algor...

0 Xiangyi Chen, et al. ∙

∙ 06/08/2018

Locating the boundaries of Pareto fronts: A Many-Objective Evolutionary Algorithm Based on Corner Solution Search

In this paper, an evolutionary many-objective optimization algorithm bas...

0 Xinye Cai, et al. ∙

∙ 04/08/2018

Distributed Non-Convex First-Order Optimization and Information Processing: Lower Complexity Bounds and Rate Optimal Algorithms

We consider a class of distributed non-convex optimization problems ofte...

0 Haoran Sun, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world