Playing with Privacy: Uncovering Everyday Judgments of Data Sensitivity Through an Arcade Machine Interface M Kalameyets, R Owens, C Lam, S Olabode, V Vlachokyriakos, B Farrand, S Aidinlis, L Shi The 31st ACM Conference on Intelligent User Interfaces (IUI)
Quiz Traveller: A Crowdsourced Educational Game on Chat-Based Interactive Live-Streaming Platforms Y Wang, L Shi, X Shu, M Ma, W Oliveira, A Kharrufa The 10th Annual International GamiFIN Conference (GamiFIN)
2025
Advances in Artificial Intelligence-Driven 3D Model Generation: A Review of GAN and VAE Methodologies S Adilkhan, M Alimanova, L Shi, A Soltiyeva Bulletin of Electrical Engineering and Informatics
Mapping Discrimination in LLM-driven HR Systems E Jalilzade, M Kalameyets, S Malviya, R Owens, S Katsigiannis, B Farrand, L Shi The 13th IEEE International Conference on Big Data (IEEE BigData) - The 1st International Workshop on Harnessing Big Data Analytics with Large Language Models (HBDA-LLM)
The Effects of Gamification on Students' Flow Experience W Oliveira, P Dantas Scaico, J Hamari, Z Li, L Shi Journal of Computer Assisted Learning
TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-augmented Generation Z Li, V Yazdanpanah, J Wang, W Gu, L Shi, AI Cristea, S Kiden, S Stein The 20th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT)
Enhancing American Sign Language Learning with LLM-Assisted Feedback: A Comparative Study with Traditional Methods J Wang, I Ivrissimtzis, Z Li, L Shi The 20th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT)
The Role of Extraversion in AI-Mediated Communication: User Personality and AI Trait Preferences in Chinese Dyads J Wang, I Ivrissimtzis, Z Li, W Gu, L Shi The 20th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT)
ChatGPT-Powered Adaptive Guitar Learning Assistant X Shu, L Shi, XH Shu The 30th International Conference on Intelligent User Interfaces (IUI)
WellnessSpace: Transforming Social Media Through Adaptive Well-being Intelligence E Jalilzade, L Shi The 30th International Conference on Intelligent User Interfaces (IUI)
2024
The Face of Deception: The Impact of AI-Generated Photos on Malicious Social Bots M Kolomeets, H Wu, L Shi, A van Moorsel IEEE Transactions on Computational Social Systems
Element-conditioned GAN for Graphic Layout Generation L Chen, Q Jing, Y Zhou, Z Li, L Shi, L Sun Neurocomputing
Hand Gesture Recognition for User-defined Textual Inputs and Gestures J Wang, I Ivrissimtzis, Z Li, L Shi Universal Access in the Information Society
Enhancing User Experience in Chinese Initial Text Conversations with Personalised AI-Powered Assistant J Wang, I Ivrissimtzis, Z Li, L Shi CHI '24: CHI Conference on Human Factors in Computing Systems (CHI)
Investigating the Relationship Between Students' Myers-Briggs Type Indicator and Their Behavior within Educational Systems A Alseitova, W Oliveira, Z Li, L Shi, J Hamari The 24th IEEE International Conference on Advanced Learning Technologies (ICALT)
The Effects of Autonomy- and Competence-based Gamification on Students’ Flow Experience: A Controlled Experimental Study A Brambilla, W Oliveira, P Dantas, Z Juho Hamari, Li, L Shi, M Dindar The 24th IEEE International Conference on Advanced Learning Technologies (ICALT)
LBKT: A LSTM BERT-based Knowledge Tracing Model for Long-Sequence Data Z Li, J Yang, J Wang, L Shi, J Feng, S Stein The 20th International Conference on Intelligent Tutoring Systems (ITS)
Impact of Personalised AI Chat Assistant on Mediated Human-Human Textual Conversations: Exploring Female-Male Differences J Wang, I Ivrissimtzis, Z Li, L Shi The 29th ACM Conference on Intelligent User Interfaces (IUI)
Comparative Efficacy of 2D and 3D Virtual Reality Games in American Sign Language Learning J Wang, I Ivrissimtzis, Z Li, L Shi IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR)
ARElight: Context Sampling of Large Texts for Deep Learning Relation Extraction N Rusnachenko, H Liang, M Kolomeets, L Shi The 46th European Conference on Information Retrieval (ECIR)
Automated Generation of ICD-11 Cluster Codes for Precision Medical Record Classification J Feng, R Zhang, D Chen, L Shi, Z Li International Journal of Computers Communications & Control
2023
Sim-GAIL: A Generative Adversarial Imitation Learning Approach of Student Modelling for Intelligent Tutoring Systems Z Li, L Shi, J Wang, AI Cristea, Y Zhou Neural Computing and Applications
Label-based Topic Modeling to Enhance Medical Triage for Medical Triage Robots J Feng, R Zhang, D Chen, L Shi, C Xiao Studies in Informatics and Control
A Visualization Method of Knowledge Graphs for the Computation and Comprehension of Ultrasound Reports J Feng, R Zhang, D Chen, L Shi Biomimetics
AGENCY—written evidence (LLM0028) House of Lords Communications and Digital Select Committee inquiry: Large language models S Malviya, R Owens, J Copilah-Ali, K Elliott, B Farrand, C Neesham, L Shi, V Vlachokyriakos, S Katsigiannis, A van Moorsel Source: https://committees.parliament.uk/writtenevidence/124223/html/
Exploring the Potential of Immersive Virtual Environments for Learning American Sign Language J Wang, I Ivrissimtzis, Z Li, Y Zhou, L Shi The 18th European Conference on Technology Enhanced Learning (ECTEL)
Broader and Deeper: A Multi-Features with Latent Relations BERT Knowledge Tracing Model Z Li, M Jacobsen, L Shi, Y Zhou, J Wang The 18th European Conference on Technology Enhanced Learning (ECTEL)
Reimagining AI Governance: a Response by AGENCY to the UK Government's White Paper AI Regulation R Owens, J Copilah-Ali, M Kolomeets, S Malviya, K Markeviciute, S Olabode, T Spiliotopoulos, H Wu, V Zhang, K Coopamootoo, A Durrant, K Elliott, S Katsigiannis, C Neesham, L Shi, B Farrand Reimagining AI Governance: a Response by AGENCY to the UK Government's White Paper AI Regulation (August 25, 2023)
User-attention based Product Aesthetics Evaluation with Image and Eye-tracking Fusion Data Analysis B Xing, X Song, Q Chen, L Shi, Y Pan, K Wang, M Tang The 15th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC)
Leveraging Machine Learning and Russian Social Media Data to Expose Censorship and Public Opinion Bias in the Russian-Ukrainian War M Kolomeets, L Shi The 9th International workshop on Mining Actionable Insights from Social Networks (MAISoN) co-located with The 32nd International Joint Conference on Artificial Intelligence (IJCAI)
Developing and Evaluating a Novel Gamified Virtual Learning Environment for ASL J Wang, I Ioannis, L Zhaoxing, Y Zhou, L Shi The 19th IFIP TC 13 International Conference on Human-Computer Interaction (INTERACT)
Design Paradigms of 3D User Interfaces for VR Exhibitions Y Zhou, Z He, L Shi, L Zhaoxing, J Wang The 19th IFIP TC 13 International Conference on Human-Computer Interaction (INTERACT)
Language as a Latent Sequence: Deep Latent Variable Models for Semi-supervised Paraphrase Generation J Yu, AI Cristea, A Harit, Z Sun, OT Aduragba, L Shi, NA Moubayed AI Open 4, 19-32
Towards Student Behaviour Simulation: A Decision Transformer based Approach Z Li, L Shi, Y Zhou, J Wang The 19th International Conference on Augmented Intelligence and Intelligent Tutoring Systems (ITS)
User-Defined Hand Gesture Interface to Improve User Experience of Learning American Sign Language J Wang, I Ioannis, L Zhaoxing, Y Zhou, L Shi The 19th International Conference on Augmented Intelligence and Intelligent Tutoring Systems (ITS)
Emocolor: An Assistant Design Method for Emotional Color Matching based on Semantics and Images L Zhang, M Li, Y Wang, B Xing, X Liu, Z Tang, L Shi Color Research and Application
Probabilistic Decision Trees for Predicting 12-Month University Students Likely to Experience Suicidal Ideation E Drousiotis, DW Joyce, RC Dempsey, A Haines, PG Spirakis, L Shi, S Maskell The 19th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI)
PICA-PICA: Exploring a Customisable Smart STEAM Educational Approach via a Smooth Combination of Programming, Engineering and Art T Nagai, S Klem, M Kayama, T Asuke, M Meccawy, J Wang, AI Cristea, C Stewart, L Shi IEEE Global Engineering Education Conference (EDUCON)
Complex Online Harms and the Smart Home: A Scoping Review S Olabode, R Owens, VN Zhang, J Copilah-Ali, M Kolomeets, H Wu, S Malviya, K Markeviciute, T Spiliotopoulos, C Neesham, L Shi, D Chambers Future Generation Computer Systems. Elsevier.
2022
Is Unimodal Bias Always Bad for Visual Question Answering? A Medical Domain Study with Dynamic Attention Z Sun, A Harit, AI Cristea, J Yu, NA Moubayed, L Shi IEEE International Conference on Big Data (IEEE BigData)
Contrastive Learning with Heterogeneous Graph Attention Networks on Short Text Classification Z Sun, A Harit, AI Cristea, J Yu, OT Aduragba, L Shi, NA Moubayed International Joint Conference on Neural Networks (IJCNN)
INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations J Yu, AI Cristea, A Harit, Z Sun, OT Aduragba, L Shi, NA Moubayed International Joint Conference on Neural Networks (IJCNN)
Efficient Uncertainty Quantification for Multilabel Text Classification J Yu, AI Cristea, A Harit, Z Sun, OT Aduragba, L Shi, NA Moubayed International Joint Conference on Neural Networks (IJCNN)
Novel Decision Forest Building Techniques by Utilising Correlation Coefficient Methods E Drousiotis, L Shi, P Spirakis, S Maskell Engineering Applications of Neural Networks
Tailored Gamification in Education: A Literature Review and Future Agenda W Oliveira, J Hamari, L Shi, AM Toda, L Rodrigues, PT Palomino, S Isotani Education and Information Technologies
Fine-grained Main Ideas Extraction and Clustering of Online Course Reviews C Xiao, L Shi, A Cristea, Z Li, Z Pan The 23rd International Conference on Artificial Intelligence in Education (AIED)
SimStu-Transformer: A Transformer-based Approach to Simulating Student Behaviour Z Li, L Shi, A Cristea, Y Zhou, C Xiao, Z Pan The 23rd International Conference on Artificial Intelligence in Education (AIED)
Balancing Fined-tuned Machine Learning Models between Continuous and Discrete Variables-A Comprehensive Analysis using Educational Data E Drousiotis, P Pentaliotis, L Shi, A Cristea The 23rd International Conference on Artificial Intelligence in Education (AIED)
AI‐driven user aesthetics preference prediction for UI layouts via deep convolutional neural networks B Xing, H Cao, L Shi, H Si, L Zhao Cognitive Computation and Systems
2021
Detecting Fine-Grained Emotions on Social Media during Major Disease Outbreaks: Health and Well-being before and during the COVID-19 Pandemic OT Aduragba, J Yu, A Cristea, L Shi AMIA Annual Symposium Proceedings
Computational Model for Predicting User Aesthetic Preference for GUI using DCNNs B Xing, H Si, J Chen, M Ye, L Shi CCF Transactions on Pervasive Computing and Interaction. Springer.
A Survey of Collaborative Reinforcement Learning: Interactive Methods and Design Patterns Z Li, L Shi, AI Cristea, Y Zhou ACM Designing Interactive Systems Conference (DIS)
Agent-based Simulation of the Classroom Environment to Gauge the Effect of Disruptive Schoolchildren’s Behaviour over Neighbours K Alharbi, AI Cristea, L Shi, P Tymms, C Brown The 22nd International Conference on Artificial Intelligence in Education (AIED)
Capturing Fairness and Uncertainty in Student Dropout Prediction Comparison Study E Drousiotis, P Pentaliotis, L Shi, AI Cristea The 22nd International Conference on Artificial Intelligence in Education (AIED)
Wide-scale Automatic Analysis of 20 Years of ITS Research R Hodgson, AI Cristea, L Shi, J Graham The 17th International Conference on Intelligent Tutoring Systems (ITS)
A Brief Survey of Deep Learning Approaches for Learning Analytics on MOOCs Z Sun, A Harit, J Yu, AI Cristea, L Shi The 17th International Conference on Intelligent Tutoring Systems (ITS)
Early Predictor for Student Success Based on Behavioural and Demographical Indicators E Drousiotis, L Shi, S Maskell The 17th International Conference on Intelligent Tutoring Systems (ITS)
Agent-based Simulation of the Classroom Environment to Gauge the Effect of Inattentive or Disruptive Students K Alharbi, AI Cristea, L Shi, P Tymms, C Brown The 17th International Conference on Intelligent Tutoring Systems (ITS)
Exploring Bayesian Deep Learning for Urgent Instructor Intervention Need in MOOC Forums J Yu, L Alrajhi, A Harit, Z Sun, AI Cristea, L Shi The 17th International Conference on Intelligent Tutoring Systems (ITS)
2020
Temporal Analysis in Massive Open Online Courses – Towards Identifying at-Risk Students Through Analyzing Demographical Changes L Shi, B Yang, AM Toda International Conference on Information Systems Development (ISD)
Exploring Navigation Styles in a FutureLearn MOOC L Shi, AI Cristea, AM Toda, W Oliveira The 16th International Conference on Intelligent Tutoring Systems (ITS)
Is MOOC Learning Different from Dropout Learners? A Visually-driven, Multi-granularity Approach A Alamri, Z Sun, AI Cristea, G Senthilnathan, C Stewart, L Shi The 16th International Conference on Intelligent Tutoring Systems (ITS)
Social Interaction Clustering MOOC Students and Predicting Learning Activities L Shi, AI Cristea, A Toda, W Oliveira, A Alamri The 20th IEEE International Conference on Advanced Learning Technologies (ICALT)
Temporal Sentiment Analysis of Learners: Public Versus Private Social Media Communication Channels in a Women-in-Tech Conversion Course J Yu, OT Aduragba, Z Sun, S Black, C Stewart, L Shi, AI Cristea The 15th International Conference on Computer Science & Education (ICCSE)
Does Tailoring Gamified Educational Systems Matter? The Impact on Students' Flow Experience W Oliveira, A Toda, P Toledo, L Shi, J Vassileva, II Bittencourt, S Isotani The 53rd Hawaii International Conference on System Sciences (HICSS)
Towards Automatic Flow Experience Identification in Educational Systems: A Qualitative Study W Oliveira, A Toda, P Toledo, L Rodrigues, L Shi, S Isotani The Brazilian Symposium on Informatics in Education (SBIE)
2019
Revealing the Hidden Patterns: A Comparative Study on Profiling Subpopulations of MOOC Students L Shi, AI Cristea, AM Toda, W Oliveira The 28th International Conference on Information Systems Development (ISD)
Analysing Gamification Elements in Educational Environments using an Existing Gamification Taxonomy AM Toda, ACT Klock, W Oliveira, PT Palomino, L Rodrigues, L Shi, II Bittencourt, I Gasparini, S Isotani, AI Cristea Smart Learning Environments
Demographical Changes of Student Subgroups in MOOCs: Towards Predicting At-Risk Students B Yang, L Shi, AM Toda The 28th International Conference on Information Systems Development (ISD)
Planning Gamification Strategies based on User Characteristics and DM: A Gender-based Case Study AM Toda, W Oliveira, L Shi, II Bittencourt, S Isotani, AI Cristea International Conference on Educational Data Mining (EDM)
Predicting MOOCs Dropout Using only two Features of First Week Activities A Alamri, M Alshehri, AI Cristea, FD Pereira, E Oliveira, L Shi, C Stewart International Conference on Intelligent Tutoring Systems (ITS)
Social Engagement versus Learning Engagement - An Exploratory Study on FutureLearn Learners L Shi, AI Cristea, AM Toda, W Oliveira The 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)
Towards Automatic Flow Experience Identification in Educational Systems: A Theory-driven Approach W Oliveira, AM Toda, P Palomino, L Rodrigues, S Isotani, L Shi The annual symposium on Computer-Human Interaction in Play (CHI PLAY)
A Taxonomy of Game Elements for Gamification in Educational Contexts: Proposal and Evaluation AM Toda, W Oliveira, A Klock, P Palomino, M Pimenta, I Gasparini, L Shi, I Bittencourt, S Isotani, AI Cristea The 19th IEEE International Conference on Advanced Learning Technologies (ICALT)
Validating the Effectiveness of Data-Driven Gamification Recommendations: An Exploratory Study AM Toda, P. Palomino, L Rodrigues, W Oliveira, L Shi, S Isotani, AI Cristea The Brazilian Symposium on Informatics in Education (SBIE)