| 2025 | Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks. | Hugo Attali, Thomas Papastergiou, Nathalie Pernelle, Fragkiskos D. Malliaros |
| 2025 | RELINK: Edge Activation for Closed Network Influence Maximization via Deep Reinforcement Learning. | Shivvrat Arya, Smita Ghosh, Bryan Maruyama, Venkatesh Srinivasan |
| 2025 | Building Trustworthy Peer Review Quality Assessment Systems. | Negar Arabzadeh, Sajad Ebrahimi, Ali Ghorbanpour, Soroush Sadeghian, Sara Salamat, Muhan Li, Hai Son Le, Mahdi Bashari, Ebrahim Bagheri |
| 2025 | White Rabbit: Demonstrating Online KG Pathfinding Using Embeddings. | Panagiotis Antivasis, Giannis Vassiliou, Georgios Tsamis, Paraskevi Zacharia, Eleftheria Barka, Julian Gini, Argyri Kyriakaki, Giorgos Andreadakis, Ioannis Christodoulakis, Nikos Papadakis, Haridimos Kondylakis |
| 2025 | LLM-Powered Information Extraction for the Dairy Financial Domain: Tackling Data Scarcity and Ambiguity. | Chunyan An, Yuying Huang, Qiang Yang, Siyu Yuan, Zhixu Li |
| 2025 | AI Planning for Data Exploration. | Sihem Amer-Yahia |
| 2025 | Towards Trustworthy AI: Enhancing Factuality, Bias, and Compliance in LLMs. | Pratuat Amatya |
| 2025 | A Robust Clustered Federated Learning Approach for Non-IID Data with Quantity Skew. | Michael Ben Ali, Imen Megdiche, Andr Pninou, Olivier Teste |
| 2025 | IARD: Intruder Activity Recognition Dataset for Threat Detection. | Shehzad Ali, Md Tanvir Islam, Ik Hyun Lee, Saeed Anwar, Javier Del Ser, Khan Muhammad |
| 2025 | Explicit Path CGR: Maintaining Sequence Fidelity in Geometric Representations. | Sarwan Ali |
| 2025 | The Geometry of Knowledge and Computational Discovery. | Yong-Yeol Ahn |
| 2025 | Efficient Knowledge Transfer from Large to Small Language Models via Low-Overhead Query Mechanism. | Faizan Ahemad |
| 2025 | Quantization Aware Matryoshka Adaptation: Leveraging Matryoshka Learning, Quantization, and Bitwise Operations for Reduced Storage and Improved Retrieval Speed. | Faizan Ahemad |
| 2025 | Mixed data | Julien Ah-Pine, Nathaniel Gbenro |
| 2025 | EvenOddML: Even and Odd Aggregation with Multi-Level Contrastive Learning for Bipartite Graph. | Manasvi Aggarwal, Jahnavi Methukumalli, Deepanshu Bagotia, Suhas Powar |
| 2025 | Autoregressive Generative Retrieval for Industrial-Scale Recommendations at Pinterest. | Prabhat Agarwal, Anirudhan Badrinath, Laksh Bhasin, Jaewon Yang, Jiajing Xu, Charles Rosenberg |
| 2025 | FR-LoRA: Fisher Regularized LoRA for Multilingual Continual Learning. | Sayanta Adhikari, Sanjay Agrawal, Vivek Sembium |
| 2025 | Towards Rational Pesticide Design with Graph Machine Learning Models for Ecotoxicology. | Jakub Adamczyk |
| 2025 | EnhanceMyPrompt: Rewriting Chat Queries for Effective Response Generation from LLMs. | Tushar Abhishek, Manas Jain, Shishir Hardia, Shreevignesh Suriyanarayanan, Sandra Anil, Rushabh Gandhi, Manish Gupta |
| 2025 | RerankArena: A Unified Platform for Evaluating Retrieval, Reranking and RAG with Human and LLM Feedback. | Abdelrahman Abdallah, Mahmoud Abdalla, Bhawna Piryani, Jamshid Mozafari, Mohammed Ali, Adam Jatowt |
| 2025 | ADMP-GNN: Adaptive Depth Message Passing GNN. | Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Michalis Vazirgiannis |
| 2025 | Next-Generation Price Recommendation with LLM-Augmented Graph Transformers. | Hadi Mohammadzadeh Abachi, Amin Beheshti, Milad Mosharraf, Pooyan Asgari, Majid Namazi |
| 2025 | Explainable Numerical Claim Verification. | Peter Rysland Aarnes |
| 2025 | Tide: A Time-Wise Causal Debiasing Framework for Generative Dynamic Link Prediction. | Xin Zhang, Jianming Zheng, Fei Cai, Zhiqiang Pan, Wanyu Chen, Chonghao Chen, Honghui Chen |
| 2025 | Revisiting Trajectories to Road: A New Diffusion Model and A New Dataset with 1, 000, 000, 000 Points. | Yang Wang, Miaomiao Li, Jiazhi Ni |