Yixuan Wang | DeepAI

DeepAI AI Chat

Featured Co-authors

Bo Li
461 publications
Anima Anandkumar
190 publications
Ting Liu
188 publications
Li Li
178 publications
Jie Xu
169 publications
Xin Chen
162 publications
Houqiang Li
144 publications
Bin Liu
139 publications
Yanzhi Wang
123 publications
Zhaoran Wang
121 publications
Yu Li
112 publications

∙ 09/17/2023

Kinematics-aware Trajectory Generation and Prediction with Latent Stochastic Differential Modeling

Trajectory generation and trajectory prediction are two critical tasks f...

0 Ruochen Jiao, et al. ∙

∙ 07/21/2023

Safety-Assured Speculative Planning with Adaptive Prediction

Recently significant progress has been made in vehicle prediction and pl...

0 Xiangguo Liu, et al. ∙

∙ 05/09/2023

CSED: A Chinese Semantic Error Diagnosis Corpus

Recently, much Chinese text error correction work has focused on Chinese...

0 Bo Sun, et al. ∙

∙ 03/31/2023

POLAR-Express: Efficient and Precise Formal Reachability Analysis of Neural-Network Controlled Systems

Neural networks (NNs) playing the role of controllers have demonstrated ...

0 Yixuan Wang, et al. ∙

∙ 03/29/2023

Futures Quantitative Investment with Heterogeneous Continual Graph Neural Network

It is a challenging problem to predict trends of futures prices with tra...

0 Zhizhong Tan, et al. ∙

∙ 11/29/2022

Fourier Continuation for Exact Derivative Computation in Physics-Informed Neural Operators

The physics-informed neural operator (PINO) is a machine learning archit...

15 Haydn Maust, et al. ∙

∙ 11/28/2022

CLIP2GAN: Towards Bridging Text with the Latent Space of GANs

In this work, we are dedicated to text-guided image generation and propo...

0 Yixuan Wang, et al. ∙

∙ 09/29/2022

Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments

It is quite challenging to ensure the safety of reinforcement learning (...

5 Yixuan Wang, et al. ∙

∙ 08/15/2022

A Tool for Neural Network Global Robustness Certification and Training

With the increment of interest in leveraging machine learning technology...

0 Zhilu Wang, et al. ∙

∙ 08/09/2022

Second Order Ensemble Langevin Method for Sampling and Inverse Problems

We propose a sampling method based on an ensemble approximation of secon...

27 Ziming Liu, et al. ∙

∙ 07/04/2022

E2Efold-3D: End-to-End Deep Learning Method for accurate de novo RNA 3D Structure Prediction

RNA structure determination and prediction can promote RNA-targeted drug...

0 Tao Shen, et al. ∙

∙ 01/28/2022

Constellation: An Edge-Based Semantic Runtime System for Internet of Things Applications

With the global Internet of Things IoT market size predicted to grow to ...

0 Mitch Terrell, et al. ∙

∙ 01/28/2022

Joint Differentiable Optimization and Verification for Certified Reinforcement Learning

In model-based reinforcement learning for safety-critical control system...

2 Yixuan Wang, et al. ∙

∙ 01/22/2022

Physics-Aware Safety-Assured Design of Hierarchical Neural Network based Planner

Neural networks have shown great promises in planning, control, and gene...

0 Xiangguo Liu, et al. ∙

∙ 11/18/2021

CLMB: deep contrastive learning for robust metagenomic binning

The reconstruction of microbial genomes from large metagenomic datasets ...

98 Pengfei Zhang, et al. ∙

∙ 06/27/2021

Model-assisted Learning-based Framework for Sensor Fault-Tolerant Building HVAC Control

As people spend up to 87 Ventilation, and Air Conditioning (HVAC) system...

0 Shichao Xu, et al. ∙

∙ 06/18/2021

Semi-supervised Optimal Transport with Self-paced Ensemble for Cross-hospital Sepsis Early Detection

The utilization of computer technology to solve problems in medical scen...

0 Ruiqing Ding, et al. ∙

∙ 02/15/2021

Weak Adaptation Learning – Addressing Cross-domain Data Insufficiency with Weak Annotator

Data quantity and quality are crucial factors for data-driven learning m...

0 Shichao Xu, et al. ∙

∙ 12/10/2020

Preference-Based Privacy Trading

The question we raise through this paper is: Is it economically feasible...

0 Ranjan Pal, et al. ∙

∙ 11/01/2020

Tracking Partially-Occluded Deformable Objects while Enforcing Geometric Constraints

In order to manipulate a deformable object, such as rope or cloth, in un...

0 Yixuan Wang, et al. ∙

∙ 08/09/2020

One for Many: Transfer Learning for Building HVAC Control

The design of building heating, ventilation, and air conditioning (HVAC)...

28 Shichao Xu, et al. ∙

∙ 06/08/2020

Schrödinger PCA: You Only Need Variances for Eigenmodes

Principal component analysis (PCA) has achieved great success in unsuper...

0 Ziming Liu, et al. ∙

∙ 12/18/2019

Preventing Information Leakage with Neural Architecture Search

Powered by machine learning services in the cloud, numerous learning-dri...

20 Shuang Zhang, et al. ∙

∙ 12/06/2019

Influenza Modeling Based on Massive Feature Engineering and International Flow Deconvolution

In this article, we focus on the analysis of the potential factors drivi...

47 Ziming Liu, et al. ∙

∙ 05/15/2017

Adaptive Algebraic Multiscale Solver for Compressible Flow in Heterogeneous Porous Media

This paper presents the development of an Adaptive Algebraic Multiscale ...

0 Matei Tene, et al. ∙

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