b'Heng Li'

research

∙ 09/20/2023

OCC-VO: Dense Mapping via 3D Occupancy-Based Visual Odometry for Autonomous Driving

Visual Odometry (VO) plays a pivotal role in autonomous systems, with a ...

0 Heng Li, et al. ∙

research

∙ 09/02/2023

A Generic Fundus Image Enhancement Network Boosted by Frequency Self-supervised Representation Learning

Fundus photography is prone to suffer from image quality degradation tha...

0 Heng Li, et al. ∙

research

∙ 08/23/2023

Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges

Deep reinforcement learning (DRL), leveraging Deep Learning (DL) in rein...

0 Ahmed Haj Yahmed, et al. ∙

research

∙ 08/17/2023

On the Effectiveness of Log Representation for Log-based Anomaly Detection

Logs are an essential source of information for people to understand the...

0 Xingfang Wu, et al. ∙

research

∙ 07/18/2023

Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation

The annotation scarcity of medical image segmentation poses challenges i...

0 Heng Li, et al. ∙

research

∙ 06/14/2023

Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios

Recent deep neural networks (DNNs) have come to rely on vast amounts of ...

0 Hong Sun, et al. ∙

research

∙ 04/26/2023

Learnable Ophthalmology SAM

Segmentation is vital for ophthalmology image analysis. But its various ...

0 Zhongxi Qiu, et al. ∙

research

∙ 04/25/2023

What Causes Exceptions in Machine Learning Applications? Mining Machine Learning-Related Stack Traces on Stack Overflow

Machine learning (ML), including deep learning, has recently gained trem...

0 Amin Ghadesi, et al. ∙

research

∙ 03/15/2023

Black-box Adversarial Example Attack towards FCG Based Android Malware Detection under Incomplete Feature Information

The function call graph (FCG) based Android malware detection methods ha...

0 Heng Li, et al. ∙

research

∙ 01/31/2023

Monocular Scene Reconstruction with 3D SDF Transformers

Monocular scene reconstruction from posed images is challenging due to t...

0 Weihao Yuan, et al. ∙

research

∙ 01/21/2023

Dense RGB SLAM with Neural Implicit Maps

There is an emerging trend of using neural implicit functions for map re...

0 Heng Li, et al. ∙

research

∙ 01/10/2023

Studying Logging Practice in Machine Learning-based Applications

Logging is a common practice in traditional software development. Severa...

0 Patrick Loic Foalem, et al. ∙

research

∙ 12/26/2022

Studying the Characteristics of AIOps Projects on GitHub

Artificial Intelligence for IT Operations (AIOps) leverages AI approache...

0 Roozbeh Aghili, et al. ∙

research

∙ 12/14/2022

RAGO: Recurrent Graph Optimizer For Multiple Rotation Averaging

This paper proposes a deep recurrent Rotation Averaging Graph Optimizer ...

0 Heng Li, et al. ∙

research

∙ 10/18/2022

Degradation-invariant Enhancement of Fundus Images via Pyramid Constraint Network

As an economical and efficient fundus imaging modality, retinal fundus i...

4 Haofeng Liu, et al. ∙

research

∙ 08/28/2022

An Empirical Study on the Usage of Automated Machine Learning Tools

The popularity of automated machine learning (AutoML) tools in different...

0 Forough Majidi, et al. ∙

research

∙ 06/09/2022

Structure-consistent Restoration Network for Cataract Fundus Image Enhancement

Fundus photography is a routine examination in clinics to diagnose and m...

3 Heng Li, et al. ∙

research

∙ 06/01/2022

Studying the Practices of Deploying Machine Learning Projects on Docker

Docker is a containerization service that allows for convenient deployme...

0 Moses Openja, et al. ∙

research

∙ 05/06/2022

Understanding Quantum Software Engineering Challenges An Empirical Study on Stack Exchange Forums and GitHub Issues

With the advance in quantum computing, quantum software becomes critical...

0 Mohamed Raed El aoun, et al. ∙

research

∙ 04/25/2022

Bug Characteristics in Quantum Software Ecosystem

With the advance in quantum computing in recent years, quantum software ...

0 Mohamed Raed El aoun, et al. ∙

research

∙ 04/08/2022

On the Importance of Performing App Analysis Within Peer Groups

The competing nature of the app market motivates us to shift our focus o...

0 Safwat Hassan, et al. ∙

research

∙ 03/15/2022

An Annotation-free Restoration Network for Cataractous Fundus Images

Cataracts are the leading cause of vision loss worldwide. Restoration al...

8 Heng Li, et al. ∙

research

∙ 03/11/2022

A comparative study of non-deep learning, deep learning, and ensemble learning methods for sunspot number prediction

Solar activity has significant impacts on human activities and health. O...

0 Yuchen Dang, et al. ∙

research

∙ 09/25/2021

Constructing Sub-scale Surrogate Model for Proppant Settling in Inclined Fractures from Simulation Data with Multi-fidelity Neural Network

Particle settling in inclined channels is an important phenomenon that o...

1 Pengfei Tang, et al. ∙

research

∙ 04/28/2021

Two-Grid Domain Decomposition Methods for the Coupled Stokes-Darcy System

In this paper, we propose two novel Robin-type domain decomposition meth...

0 Yizhong Sun, et al. ∙

research

∙ 10/08/2020

BGM: Building a Dynamic Guidance Map without Visual Images for Trajectory Prediction

Visual images usually contain the informative context of the environment...

0 Beihao Xia, et al. ∙

research

∙ 06/08/2020

Wide spectrum denoising (WSD) for superresolution microscopy imaging using compressed sensing and a high-resolution camera

Wide spectrum denoising (WSD) for superresolution microscopy imaging usi...

0 Tao Cheng, et al. ∙

research

∙ 01/07/2020

Logram: Efficient Log Parsing Using n-Gram Dictionaries

Software systems usually record important runtime information in their l...

0 Hetong Dai, et al. ∙

research

∙ 07/27/2019

Efficient Architecture-Aware Acceleration of BWA-MEM for Multicore Systems

Innovations in Next-Generation Sequencing are enabling generation of DNA...

0 Vasimuddin Md, et al. ∙

research

∙ 09/17/2018

Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning

Ranking is a fundamental and widely studied problem in scenarios such as...

6 Jun Feng, et al. ∙

Heng Li

Featured Co-authors