Search Results for author: Haoxiang Zhang

Found 10 papers, 3 papers with code

A First Look at Information Highlighting in Stack Overflow Answers

1 code implementation3 Jan 2024 Shahla Shaan Ahmed, Shaowei Wang, Yuan Tian, Tse-Hsun, Chen, Haoxiang Zhang

For training recommendation models, we choose CNN and BERT models for each type of formatting (i. e., Bold, Italic, Code, and Heading) using the information highlighting dataset we collected from SO answers.

named-entity-recognition Named Entity Recognition

eTOP: Early Termination of Pipelines for Faster Training of AutoML Systems

no code implementations17 Apr 2023 Haoxiang Zhang, Juliana Freire, Yash Garg

Recent advancements in software and hardware technologies have enabled the use of AI/ML models in everyday applications has significantly improved the quality of service rendered.

AutoML Feature Engineering

Metropolis Theorem and Its Applications in Single Image Detail Enhancement

1 code implementation20 Feb 2023 He Jiang, Mujtaba Asad, Jingjing Liu, Haoxiang Zhang, Deqiang Cheng

Traditional image detail enhancement is local filter-based or global filter-based.

CitySpec with Shield: A Secure Intelligent Assistant for Requirement Formalization

no code implementations19 Feb 2023 Zirong Chen, Issa Li, Haoxiang Zhang, Sarah Preum, John A. Stankovic, Meiyi Ma

The evaluation results on real-world city requirements show that CitySpec increases the sentence-level accuracy of requirement specification from 59. 02% to 86. 64%, and has strong adaptability to a new city and a new domain (e. g., the F1 score for requirements in Seattle increases from 77. 6% to 93. 75% with online learning).

Sentence

An Intelligent Assistant for Converting City Requirements to Formal Specification

no code implementations14 Jun 2022 Zirong Chen, Isaac Li, Haoxiang Zhang, Sarah Preum, John Stankovic, Meiyi Ma

In this paper, we present CitySpec, an intelligent assistant system for requirement specification in smart cities.

CitySpec: An Intelligent Assistant System for Requirement Specification in Smart Cities

no code implementations7 Jun 2022 Zirong Chen, Isaac Li, Haoxiang Zhang, Sarah Preum, John A. Stankovic, Meiyi Ma

An increasing number of monitoring systems have been developed in smart cities to ensure that real-time operations of a city satisfy safety and performance requirements.

Sentence

Mixed Reality Depth Contour Occlusion Using Binocular Similarity Matching and Three-dimensional Contour Optimisation

no code implementations4 Mar 2022 Naye Ji, Fan Zhang, Haoxiang Zhang, Youbing Zhao, Dingguo Yu

To evaluate the effectiveness of the algorithm, we demonstrate a time con-sumption statistical analysis for each stage of the DCO algorithm execution.

Mixed Reality Optical Flow Estimation +1

Visualizing Trends of Key Roles in News Articles

1 code implementation IJCNLP 2019 Chen Xia, Haoxiang Zhang, Jacob Moghtader, Allen Wu, Kai-Wei Chang

There are tons of news articles generated every day reflecting the activities of key roles such as people, organizations and political parties.

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