Knowledge graph (KG) technology is extensively utilized in many areas, and many companies offer applications based on KG. Nonetheless, most KG platforms necessitate expertise and tremendous time and effort from users to construct KG records manually, which poses great difficulties for ordinary people. Additionally, audio data is abundant and holds valuable information, but it is challenging to transform it into a KG. What's more, the platforms usually do not leverage the full potential of the KGs constructed by users. In this paper, we propose an intelligent and user-friendly platform for Semi-automated KG Construction and Application (SAKA) to address the aforementioned problems. Primarily, users can semi-automatically construct KGs from structured data of numerous areas by interacting with the platform, based on which multi-versions of KG can be stored, viewed, managed, and updated. Moreover, we propose an Audio-based KG Information Extraction (AGIE) method to establish KGs from audio data. Lastly, the platform creates a semantic parsing-based knowledge base question answering (KBQA) system based on the user-created KGs. We prove the feasibility of the semi-automatic KG construction method on the SAKA platform.
Automated Personalized Feedback Improves Learning Gains in an Intelligent Tutoring System
Korbit Technologies Inc.（科比科技公司）；University of Cambridge（剑桥大学）；École de Technologie Supérieure（高等技术学院）；McGill University（麦吉尔大学）；MILA (Quebec Artificial Intelligence Institute)（MILA（魁北克人工智能研究所））
TestLab: An Intelligent Automated Software Testing Framework
Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development (GECAD)（高级创新与发展智能工程与计算研究组（GECAD））；Porto School of Engineering (ISEP)（波尔图工程学院（ISEP））
本文提出智能自动化软件测试框架 TestLab，利用 AI 集成三类模块，从不同视角发现漏洞并基于源代码分析自动生成测试用例，以支持多层级持续测试。
Intelligent ROI-Based Vehicle Counting Framework for Automated Traffic Monitoring
Electrical Engineering Dept., Faculty of Energy Engineering, Aswan University（能源工程学院电气工程系，阿斯旺大学）；Electrical Engineering Dept., Faculty of Engineering, Sohag University（工程学院电气工程系，索哈格大学）；Electrical Engineering Dept., Faculty of Engineering, Aswan University（工程学院电气工程系，阿斯旺大学）；Information Technology Dept., New Assiut Technological University (NATU)（新阿西乌特科技大学（NATU）信息科技系）；CEIEC Research Institute, Universidad Francisco de Vitoria（CEIEC研究机构，弗洛里亚努大学）
SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents
Nanyang Technological University（南洋理工大学）；Institute of Software, Chinese Academy of Sciences（中国科学院软件研究所）；Beihang University（北京航空航天大学）；Sun Yat-sen University（中山大学）；Beijing Institute of Technology（北京理工大学）；National University of Singapore（新加坡国立大学）
Intelligent System for Automated Molecular Patent Infringement Assessment
DP Technology（深势科技）；University of Science and Technology of China（中国科学技术大学）；National University of Singapore（新加坡国立大学）；Sun Yat-Sen University（中山大学）；AI for Science Institute, Beijing（北京科学智能研究院）；Peking University（北京大学）
FuzzTheREST: An Intelligent Automated Black-box RESTful API Fuzzer
Porto School of Engineering (ISEP)（波尔图工程学院（ISEP））；Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development (GECAD)（智能工程与先进创新发展计算研究组（GECAD））
MIVAR: Transition from Productions to Bipartite Graphs MIVAR Nets and Practical Realization of Automated Constructor of Algorithms Handling More than Three Million Production Rules
Moscow Automobile and Road State Technical University (MADI)（莫斯科汽车公路国立技术大学（MADI））
Research on emotionally intelligent dialogue generation based on automatic dialogue system
University of the People（人民大学）；Sehan University（世翰大学）；Indian Institute of Technology Guwahati（印度理工学院古瓦哈提分校）；Universidad Internacional Isabel I de Castilla（卡斯蒂利亚伊莎贝尔一世国际大学）；AMA University（AMA大学）
Machine Learning-Based Cyber Defense for Cloud Infrastructure: An Adaptive Deep Q-Network Architecture for Intelligent Intrusion Detection and Automated Threat Mitigation
Wilmington University（威尔明顿大学）；Washington University of Science and Technology（华盛顿科技大学）；South Dakota School of Mines & Technology（南达科他矿业理工学院）；South Dakota State University（南达科他州立大学）；St. Francis College（圣弗朗西斯学院）；Stanton University（斯坦顿大学）
BAAI Cardiac Agent: An intelligent multimodal agent for automated reasoning and diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging
Beijing Academy of Artificial Intelligence（北京智源人工智能研究院）；Department of Radiology, Beijing Anzhen Hospital, Beijing Institute of Heart, Lung & Vascular Diseases, Capital Medical University（首都医科大学附属北京安贞医院放射科，北京市心肺血管疾病研究所）；Department of MR, the First Affiliated Hospital, Henan Medical University（河南医科大学第一附属医院磁共振科）；Department of Cardiology, Clinical Center for Coronary Heart Disease, Beijing Institute of Heart, Lung and Blood Vessel Disease, Beijing Anzhen Hospital, Capital Medical University（首都医科大学附属北京安贞医院心内科，冠心病临床中心，北京市心肺血管疾病研究所）；Department of Cardiac Surgery, Beijing Anzhen Hospital, Institute of Heart, Lung and Vascular Diseases, Capital Medical University（首都医科大学附属北京安贞医院心脏外科，心肺血管疾病研究所）
EM-Aware Physical Synthesis: Neural Inductor Modeling and Intelligent Placement & Routing for RF Circuits
Electrical Engineering, University of Southern California（电气工程，南加州大学）；Electrical Engineering and Computer Science, University of California Irvine（电气工程与计算机科学，加州大学伊维特分校）
