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Featured Co-authors

Hao Wang
366 publications
Chao Zhang
239 publications
Jian Li
150 publications
Mykel J. Kochenderfer
144 publications
Hong Liu
122 publications
Peng Chen
79 publications
Subramanian Ramamoorthy
77 publications
Mykola Pechenizkiy
71 publications
Yang Zhou
62 publications
Wen Sun
60 publications
Lei Sun
54 publications

∙ 08/02/2023

Digital Twin Brain: a simulation and assimilation platform for whole human brain

In this work, we present a computing platform named digital twin brain (...

0 Wenlian Lu, et al. ∙

∙ 05/07/2023

Cross-Modal Retrieval for Motion and Text via MildTriple Loss

Cross-modal retrieval has become a prominent research topic in computer ...

0 Sheng Yan, et al. ∙

∙ 04/22/2023

Universal Adversarial Backdoor Attacks to Fool Vertical Federated Learning in Cloud-Edge Collaboration

Vertical federated learning (VFL) is a cloud-edge collaboration paradigm...

0 Peng Chen, et al. ∙

∙ 03/03/2023

Exploiting Input Sanitization for Regex Denial of Service

Web services use server-side input sanitization to guard against harmful...

0 Efe Barlas, et al. ∙

∙ 11/10/2022

ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning

Image restoration tasks have achieved tremendous performance improvement...

0 Yang Zhou, et al. ∙

∙ 09/23/2022

Modular Degradation Simulation and Restoration for Under-Display Camera

Under-display camera (UDC) provides an elegant solution for full-screen ...

2 Yang Zhou, et al. ∙

∙ 09/23/2022

Rethinking Performance Gains in Image Dehazing Networks

Image dehazing is an active topic in low-level vision, and many image de...

10 Yuda Song, et al. ∙

∙ 06/25/2022

FreSCo: Frequency-Domain Scan Context for LiDAR-based Place Recognition with Translation and Rotation Invariance

Place recognition plays a crucial role in re-localization and loop closu...

0 Yongzhi Fan, et al. ∙

∙ 05/21/2022

Risk-Driven Design of Perception Systems

Modern autonomous systems rely on perception modules to process complex ...

0 Anthony L. Corso, et al. ∙

∙ 05/14/2022

Scientific Workflows in Heterogeneous Edge-Cloud Computing: A Data Placement Strategy Based on Reinforcement learning

The heterogeneous edge-cloud computing paradigm can provide an optimal s...

0 Xin Du, et al. ∙

∙ 05/14/2022

A Low-latency Communication Design for Brain Simulations

Brain simulation, as one of the latest advances in artificial intelligen...

0 Xin Du, et al. ∙

∙ 04/08/2022

Vision Transformers for Single Image Dehazing

Image dehazing is a representative low-level vision task that estimates ...

9 Yuda Song, et al. ∙

∙ 03/15/2022

Multi-Curve Translator for Real-Time High-Resolution Image-to-Image Translation

The dominant image-to-image translation methods are based on fully convo...

3 Yuda Song, et al. ∙

∙ 01/27/2022

Vision Checklist: Towards Testable Error Analysis of Image Models to Help System Designers Interrogate Model Capabilities

Using large pre-trained models for image recognition tasks is becoming i...

3 Xin Du, et al. ∙

∙ 12/30/2021

V2V-Based Task Offloading and Resource Allocation in Vehicular Edge Computing Networks

In the research and application of vehicle ad hoc networks (VANETs), it ...

0 Junjin He, et al. ∙

∙ 12/02/2021

DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework

The recently developed Particle-based Variational Inference (ParVI) meth...

0 Chao Zhang, et al. ∙

∙ 09/21/2021

Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles

Local decision rules are commonly understood to be more explainable, due...

7 Xin Du, et al. ∙

∙ 07/27/2021

StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement

Image enhancement is a subjective process whose targets vary with user p...

2 Yuda Song, et al. ∙

∙ 07/27/2021

Edge service resource allocation strategy based on intelligent prediction

Artificial intelligence is one of the important technologies for industr...

0 Yujie Wamg, et al. ∙

∙ 04/13/2021

Optimal Data Placement for Data-Sharing Scientific Workflows in Heterogeneous Edge-Cloud Computing Environments

The heterogeneous edge-cloud computing paradigm can provide a more optim...

0 Xin Du, et al. ∙

∙ 01/08/2021

Iterative Rational Krylov Algorithms for model reduction of a class of constrained structural dynamic system with Engineering applications

This paper discusses model order reduction of large sparse second-order ...

0 Xin Du, et al. ∙

∙ 03/16/2020

A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage

User identity linkage across social networks is an essential problem for...

0 Siyuan Chen, et al. ∙

∙ 01/15/2020

Causal Discovery from Incomplete Data: A Deep Learning Approach

As systems are getting more autonomous with the development of artificia...

127 Yuhao Wang, et al. ∙

∙ 04/30/2019

Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational Data

Learning causal effects from observational data greatly benefits a varie...

0 Xin Du, et al. ∙

∙ 03/01/2019

Outcome-Driven Clustering of Acute Coronary Syndrome Patients using Multi-Task Neural Network with Attention

Cluster analysis aims at separating patients into phenotypically heterog...

4 Eryu Xia, et al. ∙

∙ 05/25/2018

struc2gauss: Structure Preserving Network Embedding via Gaussian Embedding

Network embedding (NE) is playing a principal role in network mining, du...

0 Yulong Pei, et al. ∙

∙ 04/11/2016

Semi-supervised learning of local structured output predictors

In this paper, we study the problem of semi-supervised structured output...

0 Xin Du, et al. ∙

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