8 citations · 8 across the 11 of their papers we have counts for
11 papers
Artificial Intelligence and Innovation Ecosystem: Evolutionary Developments, Challenges, and Future Directions
Zhimin Zhang, Chengzhen Ma, Jia Chai +5
The development of the Innovative Ecosystem (IE) presents a new paradigm for economic integration, collaborative advancement, and shared achievements. The rise of Artificial Intell…
Beyond Tools and Persons: Who Are They? Classifying Robots and AI Agents for Proportional Governance
Huansheng Ning, Jianguo Ding
The rapid commercialization of humanoid robots and generative AI agents is outpacing legal frameworks built on a binary distinction between ``tools'' and ``persons.'' Current regul…
An Onto-Relational-Sophic Framework for Governing Synthetic Minds
Huansheng Ning, Jianguo Ding
The rapid evolution of artificial intelligence, from task-specific systems to foundation models exhibiting broad, flexible competence across reasoning, creative synthesis, and soci…
Cyberlanguage: Native Communication for the Cyber-Physical-Social-Thinking Fusion Space
Huansheng Ning, Jianguo Ding
Human communication is undergoing a fundamental paradigm shift. Physical space, social relations, mental states, and digital information are converging into a unified cyber-physica…
LLM-Driven Preference Data Synthesis for Proactive Prediction of the Next User Utterance in Human-Machine Dialogue
Jinqiang Wang, Huansheng Ning, Jianguo Ding +3
Proactively predicting a users next utterance in human-machine dialogue can streamline interaction and improve user experience. Existing commercial API-based solutions are subject…
Adversarial Defense in Cybersecurity: A Systematic Review of GANs for Threat Detection and Mitigation
Tharcisse Ndayipfukamiye, Jianguo Ding, Doreen Sebastian Sarwatt +2
Machine learning-based cybersecurity systems are highly vulnerable to adversarial attacks, while Generative Adversarial Networks (GANs) act as both powerful attack enablers and pro…
Vehicle-to-Grid Integration: Ensuring Grid Stability, Strengthening Cybersecurity, and Advancing Energy Market Dynamics
Bilal Ahmad, Jianguo Ding, Tayyab Ali +4
The increasing adoption of electric vehicles has spurred significant interest in Vehicle-to-Grid technology as a transformative approach to modern energy systems. This paper presen…
A Query-Aware Multi-Path Knowledge Graph Fusion Approach for Enhancing Retrieval-Augmented Generation in Large Language Models
Qikai Wei, Huansheng Ning, Chunlong Han +1
Retrieval Augmented Generation (RAG) has gradually emerged as a promising paradigm for enhancing the accuracy and factual consistency of content generated by large language models…
A Data Synthesis Method Driven by Large Language Models for Proactive Mining of Implicit User Intentions in Tourism
Jinqiang Wang, Huansheng Ning, Tao Zhu +1
In the tourism domain, Large Language Models (LLMs) often struggle to mine implicit user intentions from tourists' ambiguous inquiries and lack the capacity to proactively guide us…
Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms
Adamu Gaston Philipo, Doreen Sebastian Sarwatt, Jianguo Ding +2
Cyberbullying significantly contributes to mental health issues in communities by negatively impacting the psychology of victims. It is a prevalent problem on social media platform…
Cyberbullying Detection: Exploring Datasets, Technologies, and Approaches on Social Media Platforms
Adamu Gaston Philipo, Doreen Sebastian Sarwatt, Jianguo Ding +2
Cyberbullying has been a significant challenge in the digital era world, given the huge number of people, especially adolescents, who use social media platforms to communicate and…