activity
20212026
most citedA Survey on Metaverse: the State-of-the-art, Technologies, Applications, and Challenges

359 citations · 391 across the 16 of their papers we have counts for

collaborators

16 papers

cs.ET2026

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…

cs.AI2026

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…

cs.ET2026

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…

cs.CL2025

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…

cs.CR2025

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…

cs.OH2025

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…

cs.IR2025

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…

cs.NI2025

AGI Enabled Solutions For IoX Layers Bottlenecks In Cyber-Physical-Social-Thinking Space

Amar Khelloufi, Huansheng Ning, Sahraoui Dhelim +1

The integration of the Internet of Everything (IoX) and Artificial General Intelligence (AGI) has given rise to a transformative paradigm aimed at addressing critical bottlenecks a…

cs.CL2025

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…

cs.CL2024

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…

cs.CY2024★ 8 cited

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…

cs.CR2023★ 1 cited

Blockchain-based Optimized Client Selection and Privacy Preserved Framework for Federated Learning

Attia Qammar, Abdenacer Naouri, Jianguo Ding +1

Federated learning is a distributed mechanism that trained large-scale neural network models with the participation of multiple clients and data remains on their devices, only shar…

cs.CR2023★ 20 cited

Chatbots to ChatGPT in a Cybersecurity Space: Evolution, Vulnerabilities, Attacks, Challenges, and Future Recommendations

Attia Qammar, Hongmei Wang, Jianguo Ding +3

Chatbots shifted from rule-based to artificial intelligence techniques and gained traction in medicine, shopping, customer services, food delivery, education, and research. OpenAI…

cs.HC2022★ 3 cited

A Review on Serious Games for Phobia

Sha Li, Peichen Yang, Rongyang Li +4

Phobia is a widespread mental illness, and severe phobias can seriously impact patients daily lives. One-session Exposure Treatment (OST) has been used to treat phobias in the earl…

cs.CY2022

A Review on Serious Games in E-learning

Huansheng Ning, Hang Wang, Wenxi Wang +3

E-learning is a widely used learning method, but with the development of society, traditional E-learning method has exposed some shortcomings, such as the boring way of teaching, s…

cs.CY2021★ 359 cited

A Survey on Metaverse: the State-of-the-art, Technologies, Applications, and Challenges

Huansheng Ning, Hang Wang, Yujia Lin +5

Metaverse is a new type of Internet application and social form that integrates a variety of new technologies. It has the characteristics of multi-technology, sociality, and hyper…