Track 2: AI and Machine Learning

Assessing Patent Value with LLMs: DRAM Dataset

Suhyeong Kim, Yonsei University
Seongjun Yang, KRAFTON AI
Seongwoo Kim, KRAFTON AI

12:00 AM

Beyond Numerical Data: The Impact of Textual Information on Financial Constraint Prediction

Ming-Fu Hsu, National United University
Dr. Ching-Chiang Yeh, National Taipei University of Business
Te-Min Chang, National Sun Yat-sen University
Sin-Jin Lin

12:00 AM

Big data analytics-AI Performance Through Organizational Learning

Claude Chien-Hung Liu, Audencia Business School
Chris Sheng-chi Chen, National Chengchi University

12:00 AM

ContractLLM: Managing Smart Contract Vulnerability with LLM Causal Reasoning

Ning Luo, Virginia Commonwealth University
Zhiqiang Zheng, University of Texas
Sagar Samtani, Indiana University

12:00 AM

Coupling Variants with Invariants: Excavating Blockbusters from Content Performance Footprints

Ziyue Wu, School of Management, Zhejiang University
Xi Chen, Zhejiang University

12:00 AM

Decoding User Engagement: A Mutual Information-Enhanced Multi-Task Learning Framework for Predicting Engagement on Social Media

Xinpei Yao, Tsinghua university
Cong Wang, Peking University
Xunhua Guo, Tsinghua University

12:00 AM

DeltaHedge: A Multi-Agent Framework for Portfolio Options Optimization

Feliks Bańka, The Faculty of Electronics and Information Technology
Jarosław A. Chudziak, Warsaw University of Technology

12:00 AM

Developing Responsible Artificial Intelligence (RAI) Capabilities for Small and Medium-Sized Enterprises (SMEs)

Maggie C. M. Lee, Swinburne University of Technology
Mile Terziovski, Swinburne University of Technology
Helana Scheepers, Swinburne University of Technology
Pascal Corbel

12:00 AM

Expert Opportunity Recommendation Framework for Unstructured Web Data Using Generative AI and Knowledge Graphs

Naif Alotaibi, University of Technology Sydney
Madhushi Bandara, University of Technology Sydney
Morteza Saberi, University of Technology Sydney
Farookh Khadeer Hussain

12:00 AM

From Tool to Teammate: AI as Co-Innovator

Jingyu Zheng, Victoria University of Wellington
Alexander Richter, Victoria University of Wellington
Yvonne Hong, Victoria University of Wellington

12:00 AM

Hello Jo, Help Me Please: The Impact of Synthetic Voice on Human Psychology and Performance

Fenfen Zhu, Nanyang Technological University
Ben Choi, Nanyang Technological University
Viktoriia Tishchenko, National Technical University of Ukraine

12:00 AM

Impacts of AI-Based Search on User Engagement: Evidence from Stack Overflow’s OverflowAI

Seokran Park, Hanyang University
Dongyeon Kim, Hanyang University

12:00 AM

Investigating the Effect of Signaling GenAI Expertise on Employers’ Evaluation of Gig Workers

Zhiwu Liu, University of Auckland
Ying Zhang, University of Auckland
Julia Kotlarsky, The University of Auckland
Yuxin Huang

12:00 AM

Leveraging AI for Workforce Well-Being: A Bibliometric Analysis of Machine Learning in Depression Detection

Nurafira Suraya Mazlan, Universiti Malaysia Pahang Al-Sultan Abdullah
Hamirahanim Abdul Rahman, Universiti Malaysia Pahang Al-Sultan Abdullah

12:00 AM

MiniFed: LLMs-based Agentic-Workflow for Simulating FOMC Meetings

Sungil Seok, Tsinghua University
Shuide Wen, 清华大学深圳国际研究生院
Qiyuan Yang, SKEMA Business School
Juan Feng
Wenming Yang, Tsinghua University

12:00 AM

Modeling Cognitive and Emotional Dynamics for AI-Based Conversational Satisfaction Prediction

Huiyu Xiao, Renmin University of China
Tianyu Zhu, Beihang University
Lingli Wang, Renmin University of China
Wei Xu

12:00 AM

Navigating the Future of IT Project Management: From Global Crises to AI-Driven Transformation

Jasmin Manseau, University of Ottawa
Muriel Mignerat, University of Ottawa

12:00 AM

Optimizing Energy Management in Smart Grids: A Hybrid Approach to Load Forecasting

Nilkanth Mukund Deshpande, Symbiosis Institute of Technology, Pune
Jay Thakkar, Symbiosis International (Deemed University), Pune
Varshilkumar Hasmukhbhai Prajapati, Symbiosis International (Deemed University), Pune
Mrugank Gandhi
Shrikrishna Kolhar, Symbiosis International (Deemed University), Pune
Shilpa GIte, Symbiosis International (Deemed University), Pune

12:00 AM

Predicting Job Review Helpfulness: Machine Learning and SHAP Approach

WANG ZIYI, Myongji University
Hanjun Lee, Myongji University

12:00 AM

Price jumps on the intraday energy market - design and implementation of an alarm system with machine learning methods

Richard Lackes, Technische Universität Dortmund
Julian Sengewald, Technische Universität Dortmund
Mathis Wilz, Technische Universität Dortmund

12:00 AM

Protecting Children from Violent Short Videos: A Child-Attentive Multimodal Multitask Learning Approach

Chenxing Zhao, Beijing Institute of Technology
Liang Yang, Beijing Institute of Technology
Junwei Kuang, Beijing Institute of Technology
Zhijun Yan

12:00 AM

Revealing Hidden Interdisciplinary Collaborations: A Novel Approach Using Citation Analysis and Semantic Embeddings

Ryo Onozuka, International University of Japan
Akita Shimpei, Kyoto University
Hideyuki Okumura, Kyoto University
Takaya Ogawa

12:00 AM

StreaMeme: Meme Category Recommendation of Livestreaming Using LLMs

Pei-Chu Chen, National Taiwan University
Chia-Min You, National Taiwan University
Ting-Yu Chen, National Taiwan University
Chien Chin Chen

12:00 AM

The Impact of Algorithm Dysfunction on Human-algorithm Collaboration

Muxuan DU, Tsinghua University
Ding Wu, School of Information Technology and Management
Lingli Wang, Renmin University of China
Xunhua Guo
Hongshuyu Deng, JD.com.Inc
Xiaotian Zhuang, JD.com.Inc

12:00 AM

Trading Confidence: Comprehensive Uncertainty Estimation in Algorithmic Trading

Lin Li, Nanyang Technological University
Li Rong Wang, Nanyang Technological University
Hsuan Fu, Laval University
Xiuyi Fan

12:00 AM

When AI Summaries and Rating Collide: How Inconsistency Shapes User Trust and Attitudes in E-Commerce

Lijuan Luo, Shanghai International Studies University
Ling Liu, Shanghai International Studies University
Yujie Zheng, Shanghai International Studies University

12:00 AM

When Generative Artificial Intelligence Meets Human Reviews: Effects on Consumer Behavior and Hotel Sales

Shiyi Wang, Nanyang Technological University
Jack Tong, Nanyang Technological University
John Qi Dong, Nanyang Technological University

12:00 AM

WILC: A Wisdom Integration Framework for LLM Crowds

Yanbin Fang, Shanghai Jiao Tong University
Xuan Wei, Shanghai Jiao Tong University
Wei Chen, University of Connecticut

12:00 AM