| 2025 | Federated Learning for Smart and Sustainable Aquaponics: A Decentralized AI Approach for Urban Resilience. | Ahmet Kasif, Cagatay Catal |
| 2025 | VDASI: VAE-Enhanced Degradation-Aware System Identification Using Constrained Latent Spaces. | Saumya Karunadhika, Ling Luo, Bastian Oetomo, Michele Discepola, Uwe Aickelin |
| 2025 | Uni-MRL: Unified MultiModal Molecular Representation Learning with Large Language Models and Graph Neural Networks. | Jiaxin Ju, Yizhen Zheng, Huan Yee Koh, Shirui Pan |
| 2025 | Graph Neural Networks at a Fraction. | Rucha Bhalchandra Joshi, Sagar Prakash Barad, Nidhi Tiwari, Subhankar Mishra |
| 2025 | TiGer: Self-supervised Purification for Time-Evolving Graphs. | Hyeonsoo Jo, Jongha Lee, Fanchen Bu, Kijung Shin |
| 2025 | Focus on What Matters: Guiding Vision Transformers Towards Justification. | Thomas John, Mrinal Das |
| 2025 | SpecG: A Spectral-Based Framework for Effective Graph Pretraining and Knowledge Transfer. | Zizhe Jin, Yizhen Zheng, Linhao Luo, Yixin Liu, Xin Zheng, Xuefei Yin, Vincent Lee, Shirui Pan |
| 2025 | E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation. | Yun Jiang, Zilong Xie, Wei Zhang, Yun Fang, Shuai Pan |
| 2025 | A Comprehensive Survey on Deep Learning Solutions for 3D Flood Mapping. | Wenfeng Jia, Bin Liang, Yuxi Lu, Muhammad Arif Khan, Lihong Zheng |
| 2025 | Late Fusion Ensembles for Speech Recognition on Diverse Input Audio Representations. | Marin Jezidzic, Matej Mihelcic |
| 2025 | Enhancing Inductive Numerical Reasoning in Knowledge Graphs with Relation-Aware Relative Numeric Encoding. | Hongjun Jeong, Heesoo Jung, Gayeong Kim, Juann Kim, Ko Keun Kim, Hogun Park |
| 2025 | Among Them: A Game-Based Framework for Assessing Persuasion Capabilities of LLMs. | Mateusz Idziejczak, Vasyl Korzavatykh, Mateusz Stawicki, Andrii Chmutov, Marcin Korcz, Iwo Bladek, Dariusz Brzezinski |
| 2025 | Multi-Task Learning Model for Mobile Threat Detection and Cyber Resilience in Urban Systems. | Shimaa Ibrahim, Cagatay Catal, Thabet Kacem |
| 2025 | Stock Price Prediction Using Graph Attention Networks with Sentiment Analysis. | Zhenda Hu, Guanru Yan, Yee Sen Tan, Haibo Pen |
| 2025 | Changepoint Detection via Subset Chains. | Alexis Huet, Jos Manuel Navarro, Dario Rossi |
| 2025 | DoTA: Weight-Decomposed Tensor Adaptation for Large Language Models. | Xiaolin Hu, Xiang Cheng, Peiyu Liu, Wei Liu, Jian Luan, Bin Wang, Yong Liu |
| 2025 | Evaluating the Impact of LLM-Manipulated Content on Fake News Detection. | Donghao Huang, Darius Ng, Zhaoxia Wang, Haibo Pen, Erik Cambria |
| 2025 | Multimodal Machine Learning for Real Estate Appraisal: A Comprehensive Survey. | Chenya Huang, Bin Liang, Zhidong Li, Fang Chen |
| 2025 | VCC-Fed: A Multi-task Federated Learning Paradigm with Versatile Collaborative Clients. | Yue Hua, Yi Li, Xin Zheng, Ming Yang, Haiyan Fu, Alan Wee-Chung Liew, Yanqing Guo |
| 2025 | From Persona to Person: Enhancing the Naturalness with Multiple Discourse Relations Graph Learning in Personalized Dialogue Generation. | Chih-Hao Hsu, Ying-Jia Lin, Hung-Yu Kao |
| 2025 | Flexible Bivariate Beta Mixture Model: A Probabilistic Approach for Clustering Complex Data Structures. | Yung-Peng Hsu, Hung-Hsuan Chen |
| 2025 | A Meta-thinking Approach to Mitigating Linguistic Sycophancy in Vision-Language Models. | Chinh Hoang, Nathan Roberts, Mohammad Rashedul Hasan |
| 2025 | A Survey on Efficient Graph Reachability Queries. | Huangleshuai He, Zhengyi Yang, Dong Wen, Wenqian Zhang, Michael Yu, Wenke Yang, Wenjie Zhang |
| 2025 | SEval-EX: A Statement-Level Framework for Explainable Summarization Evaluation. | Tanguy Herserant, Vincent Guigue |
| 2025 | FedCIPP: A Novel Full-Lifecycle Intellectual Property Protection Framework for Federated Learning. | Junjie He, Xianyi Chen, Jiangfeng Qian, Xuebo Wang, Hui Mi |