Frontiers in artificial intelligence and applications 2024: all accepted papers
- TimeMachine: A Time Series is Worth 4 Mambas for Long-Term Forecasting ↗Md Atik Ahamed, Qiang Cheng126 citations
- Legal Knowledge and Information Systems ↗119 citations
- Convolutional Bypasses Are Better Vision Transformer Adapters ↗Shibo Jie, Zhihong Deng, Shixuan Chen et al.99 citations
- Unreflected Acceptance – Investigating the Negative Consequences of ChatGPT-Assisted Problem Solving in Physics Education ↗Lars Krupp, Steffen Steinert, Maximilian Kiefer-Emmanouilidis et al.75 citations
- A Conceptual Framework for Solving Ethical Issues in Generative Artificial Intelligence ↗Пламена Златева, Liudmila Steshina, Igor Petukhov et al.39 citations
- Computational Models of Argument ↗Baroni, Pietro, Gordon, Thomas F., Scheffler, Tatjana et al.37 citations
- Formal Ontology in Information Systems ↗30 citations
- LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities ↗Önder Gürcan29 citations
- SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion ↗Kun Hu, Qingle Zhang, Maoxun Yuan et al.27 citations
- Human-AI Collaboration in Smart Manufacturing: Key Concepts and Framework for Design ↗Maria Hartikainen, Guna Spurava, Kaisa Väänänen25 citations
- CoTran: An LLM-Based Code Translator Using Reinforcement Learning with Feedback from Compiler and Symbolic Execution ↗Prithwish Kumar Jana, Piyush Jha, Haoyang Ju et al.22 citations
- Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems ↗Yunxiao Shi, Xing Zi, Zijing Shi et al.19 citations
- Enhancing Transformer Training Efficiency with Dynamic Dropout ↗Hanrui Yan, Dan Shao18 citations
- The Common Core Ontologies ↗Mark Jensen, Giacomo De Colle, Sean Kindya et al.18 citations
- Electronics, Communications and Networks ↗International Conference on Electronics, Communications and Networks 2023 Macau, Tallón-Ballesteros, Antonio J., Cortés-Ancos, Estefanía et al.17 citations
- Methods to Estimate Positioning and Time Offset with Underwater Acoustic Positioning System ↗Chengcai Lv, Wen Ou, Jun Liu et al.17 citations
- VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition ↗Junyi Bian, Weiqi Zhai, Xiaodi Huang et al.17 citations
- EdgeNAT: Transformer for Efficient Edge Detection ↗Jinghuai Jie, Yan Rui Guo, Guixing Wu et al.15 citations
- Hybrid Intelligence in Academic Writing: Examining Self-Regulated Learning Patterns in an AI-Assisted Writing Task ↗Andy Nguyen, Faith Ilesanmi, Belle Dang et al.15 citations
- Extending Context Window of Attention Based Knowledge Tracing Models via Length Extrapolation ↗Xueyi Li, Youheng Bai, Teng Guo et al.14 citations
- Learning Order Forest for Qualitative-Attribute Data Clustering ↗Mingjie Zhao, Sen Feng, Yiqun Zhang et al.14 citations
- FlowLearn: Evaluating Large Vision-Language Models on Flowchart Understanding ↗Huitong Pan, Qi Zhang, Cornelia Caragea et al.13 citations
- Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides ↗Kaikai An, Fangkai Yang, Junting Lu et al.13 citations
- u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model ↗Jinjin Xu, Liwu Xu, Yuzhe Yang et al.13 citations
- FsPONER: Few-Shot Prompt Optimization for Named Entity Recognition in Domain-Specific Scenarios ↗Yongjian Tang, Rakebul Hasan, Thomas A. Runkler12 citations
- HHAI 2024: Hybrid Human AI Systems for the Social Good ↗Benedetta Muscato, Praveen Bushipaka, Gizem Gezi̇ci et al.12 citations
- Quater-GCN: Enhancing 3D Human Pose Estimation with Orientation and Semi-Supervised Training ↗Xingyu Song, Zhan Li, Shi Chen et al.12 citations
- Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack ↗Zhongliang Guo, Junhao Dong, Yifei Qian et al.11 citations
- Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models ↗Aneesh Komanduri, Chen Zhao, Feng Chen et al.11 citations
- Interpretable Graph Neural Networks for Tabular Data ↗Amr Alkhatib, Sofiane Ennadir, Henrik Boström et al.11 citations
- Comateformer: Combined Attention Transformer for Semantic Sentence Matching ↗Bo Li, Di Liang, Zixin Zhang10 citations
- Explainable Artificial Intelligence (XAI) for Air Quality Assessment ↗Sayan Chakraborty, Bitan Misra, Nilanjan Dey10 citations
- Modern Design Thinking and AIGC Intervention ↗Yu Wang, Zhenzhen Wang, Ruirui Mu10 citations
- On the Cultural Gap in Text-to-Image Generation ↗Bingshuai Liu, Longyue Wang, Chenyang Lyu et al.10 citations
- Predictive Maintenance in the Food Industry: A Case Study Using Vibration Sensors and Machine Learning Techniques ↗Francisco Fernández-Peláez, Maddi Etxegarai, Vanessa Moreno et al.10 citations
- The Influence of Interdependence on Trust Calibration in Human-Machine Teams ↗Ruben Verhagen, Alexandra Marcu, Mark A. Neerincx et al.10 citations
- Trust in AI Chatbots: The Perceived Expertise of ChatGPT in Subjective and Objective Tasks ↗Maike Ramrath, Alisa Scharmann, Annika Ridder et al.10 citations
- Vision Transformers and CNN-Based Knowledge-Distillation for Histopathological Image Classification ↗Seddik Boudissa, Shyam Sundar Debsarkar, Hiroharu Kawanaka et al.10 citations
- “I’d Like to Have an Argument, Please”: Argumentative Reasoning in Large Language Models ↗Adrian de Wynter, Tangming Yuan10 citations
- A Federated Large Language Model for Long-Term Time Series Forecasting ↗Raed Abdel-Sater, A. Ben Hamza9 citations
- AI-Powered Immersive Assistance for Interactive Task Execution in Industrial Environments ↗Tomislav Đuričić, Peter Müllner, Nicole Weidinger et al.9 citations
- An Overview of Deepfake Methods in Medical Image Processing for Health Care Applications ↗Dhanya Lakshmi, D. Jude Hemanth9 citations
- Cyberbullying Detection Using Bag-of-Words, TF-IDF, Parallel CNNs and BiLSTM Neural Networks ↗Jaouhar Fattahi, Feriel Sghaier, Mohamed Mejri et al.9 citations
- Evaluating Generative AI Incidents: An Exploratory Vignette Study on the Role of Trust, Attitude and AI Literacy ↗Esther S. Kox, Beatrice Beretta9 citations
- FMViT: A Multiple-Frequency Mixing Vision Transformer ↗Wei Tan, Yifeng Geng, Xuansong Xie9 citations
- Learning Joint Models of Prediction and Optimization ↗James Kotary, Vincenzo Di Vito, Jacob K. Christopher et al.9 citations
- Leveraging Foundation Models for Zero-Shot IoT Sensing ↗Dinghao Xue, Xiaoran Fan, Тао Чен et al.9 citations
- Towards a Definition of a Responsible Artificial Intelligence ↗Sabrina Göllner, Marina Tropmann-Frick, Boštjan Brumen9 citations
- Virtual Reality Technology in Art Education System ↗Ruoyuan Liao9 citations
- Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer ↗Boan Liu, Liang Ding, Li Shen et al.8 citations
- Individual Fairness with Group Constraints in Graph Neural Networks ↗Zichong Wang, David Ulloa, Tongjia Yu et al.8 citations
- Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text ↗Lucio La Cava, Davide Costa, Andrea Tagarelli8 citations
- Measuring User Understanding in Dialogue-Based xAI Systems ↗Dimitry Mindlin, Amelie Sophie Robrecht, Michael Morasch et al.8 citations
- Real-Time Indoor Object Detection Based on Hybrid CNN-Transformer Approach ↗Salah-eddine Laidoudi, Madjid Maïdi, Samir Otmane8 citations
- Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence ↗Thao Le, Tim Miller, Liz Sonenberg et al.8 citations
- A Data-Driven Defense Against Edge-Case Model Poisoning Attacks on Federated Learning ↗Kiran Purohit, Soumi Das, Sourangshu Bhattacharya et al.7 citations
- Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis ↗Francesco Sovrano, Michaël Lognoul, Giulia Vilone7 citations
- Dynamic Knowledge Graph-Based Dialogue Generation with Improved Adversarial Meta-Learning ↗Hongcai Xu, Junpeng Bao7 citations
- First Creating Backgrounds Then Rendering Texts: A New Paradigm for Visual Text Blending ↗Z.C. Li, Shu Yan, Weichao Zeng et al.7 citations
- Large Language Model Agentic Approach to Fact Checking and Fake News Detection ↗Xinyi Li, Yongfeng Zhang, Edward Carl Malthouse7 citations
- Legal Chunking: Evaluating Methods for Effective Legal Text Retrieval ↗Andrea Filippo Ferraris, Davide Audrito, Giovanni Siragusa et al.7 citations
- MVSBoost: An Efficient Point Cloud-Based 3D Reconstruction ↗Umair Haroon, Ahmad AlMughrabi, Ricardo Marques et al.7 citations
- Recovering Implicit Physics Model Under Real-World Constraints ↗Ayan Banerjee, Sandeep K. S. Gupta7 citations
- Resistance Against Manipulative AI: Key Factors and Possible Actions ↗Piotr Wilczyński, Wiktoria Mieleszczenko-Kowszewicz, Przemysław Biecek7 citations
- Sustainable Material Innovation Design for Building Construction: Exploring Bio-Based Alternatives ↗Benyu Yang, Qun Wang, Siu Shing Man7 citations
- Translating Natural Language Arguments to Computational Arguments Using LLMs ↗Guilherme Trajano, Débora Cristina Engelmann, Rafel H. Bordini et al.7 citations
- Using LLMs to Discover Legal Factors ↗Morgan Gray, Jaromír Šavelka, Wesley M. Oliver et al.7 citations
- CBM: Curriculum by Masking ↗Andrei Jarcă, Florinel-Alin Croitoru, Radu Tudor Ionescu6 citations
- Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model ↗Taehee Kim, Yeongjae Cho, Heejun Shin et al.6 citations
- Group Fairness with Individual and Censorship Constraints ↗Zichong Wang, Wenbin Zhang6 citations
- Hyperparameter Importance Analysis for Multi-Objective AutoML ↗Daphne Theodorakopoulos, Frederic Theodor Stahl, Marius Lindauer6 citations
- In Search of Clarity: Discerning Between Human Replacement and Augmentation ↗Costanza Alfieri, Martina De Sanctis, Donatella Donati et al.6 citations
- Investigating Labeler Bias in Face Annotation for Machine Learning ↗Luke Haliburton, Sinksar Ghebremedhin, Robin Welsch et al.6 citations
- License Plate Images Generation with Diffusion Models ↗Mariia Shpir, Nadiya Shvai, Amir Nakib6 citations
- LoginMEA: Local-to-Global Interaction Network for Multi-Modal Entity Alignment ↗Taoyu Su, Xinghua Zhang, Jiawei Sheng et al.6 citations
- MultiCounter: Multiple Action Agnostic Repetition Counting in Untrimmed Videos ↗Yin Tang, Wei Luo, Jinrui Zhang et al.6 citations
- Operational Criteria of Hybrid Intelligence for Generative AI Virtual Assistants ↗Jacob Friis Sherson, Janet Frances Rafner, Safinaz Büyükgüzel6 citations
- PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning ↗Luca Corbucci, Mikko Heikkilä, David Solans Noguero et al.6 citations
- ReactAIvate: A Deep Learning Approach to Predicting Reaction Mechanisms and Unmasking Reactivity Hotspots ↗Ajnabiul Hoque, Manajit Das, Mayank Baranwal et al.6 citations
- TopFormer: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles ↗Adaku Uchendu, Thai Le, Dongwon Lee6 citations
- Unveiling the Power of Sparse Neural Networks for Feature Selection ↗Zahra Atashgahi, Tennison Liu, Mykola Pechenizkiy et al.6 citations
- A First-Order Multi-Gradient Algorithm for Multi-Objective Bi-Level Optimization ↗Feiyang Ye, Baijiong Lin, Xiaofeng Cao et al.5 citations
- Advancements in Industrial Product Surface Defect Detection: From Traditional Methods to Modern Advanced Techniques ↗Qi Qiao, Azlin Alisa Ahmad, Huiying Hu et al.5 citations
- Automated Impact Echo Spectrum Anomaly Detection using U-Net Autoencoder ↗Artur Liebert, Fabian Dethof, Sylvia Keßler et al.5 citations
- Automatic Motor Imagery Classification by CNN-Transformer-LSTM Using Multi-Channel EEG Signals ↗Duc Thien Pham, Roman Mouček5 citations
- CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusion ↗Zijun Long, Lipeng Zhuang, George Killick et al.5 citations
- Complex Multi-Ontology Alignment Through Geometric Operations on Language Embeddings ↗Marta Contreiras Silva, Daniel Faria, Cátia Pesquita5 citations
- ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model ↗Zhiwei Liu, Boyang Liu, Paul Thompson et al.5 citations
- Design Studies and Intelligence Engineering ↗International Symposium on Design Studies and Intelligence Engineering 2023 Hangzhou, Jain, L. C. 1946-, Balas, Valentina E. 1956- et al.5 citations
- Design a Knowledge Chatbot System in Education Based on Ontology Approach ↗Hung Manh Nguyen, Thao T.N. Le, Hau Thi Minh Nguyen et al.5 citations
- Efficient Model-Stealing Attacks Against Inductive Graph Neural Networks ↗Marcin Podhajski, Jan Michal Dubinski, Franziska Boenisch et al.5 citations
- Enhancing Manufacturing Knowledge Access with LLMs and Context-Aware Prompting ↗Sebastian Monka, Irlán Grangel-González, Stefan Schmid et al.5 citations
- Exploring Large Language Models Capabilities to Explain Decision Trees ↗Paulo Bruno S. Serafim, Pierluigi Crescenzi, Gizem Gezi̇ci et al.5 citations
- FedMTL: Privacy-Preserving Federated Multi-Task Learning ↗Pritam Sen, Cristian Borcea5 citations
- FilFL: Client Filtering for Optimized Client Participation in Federated Learning ↗Fares Fourati, Salma Kharrat, Vaneet Aggarwal et al.5 citations
- Fully Hyperbolic Rotation for Knowledge Graph Embedding ↗Qiuyu Liang, Weihua Wang, Feilong Bao et al.5 citations
- GRIF-DM: Generation of Rich Impression Fonts Using Diffusion Models ↗Lei Kang, Fei Yang, Kai Wang et al.5 citations
- InSaAF: Incorporating Safety Through Accuracy and Fairness - Are LLMs Ready for the Indian Legal Domain? ↗Yogesh Tripathi, Raghav Donakanti, Sahil Girhepuje et al.5 citations
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