| 2025 | Towards Ethical and Personalized Web Navigation Agents: A Framework for User-Aligned Task Execution. | Preetam Prabhu Srikar Dammu |
| 2025 | Hyperdimensional Representation Learning for Node Classification and Link Prediction. | Abhishek Dalvi, Vasant G. Honavar |
| 2025 | Unifying Bias and Unfairness in Information Retrieval: New Challenges in the LLM Era. | Sunhao Dai, Chen Xu, Shicheng Xu, Liang Pang, Zhenhua Dong, Jun Xu |
| 2025 | Maintaining | Andrea Clementi, Luciano Gual, Luca Pep Sciarria, Alessandro Straziota |
| 2025 | Review-Based Hyperbolic Cross-Domain Recommendation. | Yoonhyuk Choi, Jiho Choi, Taewook Ko, Chong-Kwon Kim |
| 2025 | Mitigating Overfitting in Graph Neural Networks via Feature and Hyperplane Perturbation. | Yoonhyuk Choi, Jiho Choi, Taewook Ko, Chong-Kwon Kim |
| 2025 | LightGNN: Simple Graph Neural Network for Recommendation. | Guoxuan Chen, Lianghao Xia, Chao Huang |
| 2025 | MedTransTab: Advancing Medical Cross-Table Tabular Data Generation. | Yuyan Chen, Qingpei Guo, Shuangjie You, Zhixu Li |
| 2025 | DLCRec: A Novel Approach for Managing Diversity in LLM-Based Recommender Systems. | Jiaju Chen, Chongming Gao, Shuai Yuan, Shuchang Liu, Qingpeng Cai, Peng Jiang |
| 2025 | InstrucTime: Advancing Time Series Classification with Multimodal Language Modeling. | Mingyue Cheng, Yiheng Chen, Qi Liu, Zhiding Liu, Yucong Luo, Enhong Chen |
| 2025 | Edge-Centric Network Analytics. | Xueqi Cheng |
| 2025 | Edge Classification on Graphs: New Directions in Topological Imbalance. | Xueqi Cheng, Yu Wang, Yunchao Liu, Yuying Zhao, Charu C. Aggarwal, Tyler Derr |
| 2025 | Cross-Domain Pre-training with Language Models for Transferable Time Series Representations. | Mingyue Cheng, Xiaoyu Tao, Qi Liu, Hao Zhang, Yiheng Chen, Defu Lian |
| 2025 | Prospective Multi-Graph Cohesion for Multivariate Time Series Anomaly Detection. | Jiazhen Chen, Mingbin Feng, Tony S. Wirjanto |
| 2025 | Q-DISCO: Query-Centric Densest Subgraphs in Networks with Opinion Information. | Tianyi Chen, Atsushi Miyauchi, Charalampos E. Tsourakakis |
| 2025 | Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems. | Hongliu Cao |
| 2025 | Advances in Vector Search. | Sebastian Bruch |
| 2025 | Compliant Personalization for Recommended Documents in Microsoft 365 with L-Profile as an Exemplary Feature. | Matthias Braunhofer, Grzegorz Kukla, Abhishek Arun |
| 2025 | Beyond Relevance: A Demand Balancer Model for Rental Platforms with Single-Unit Inventory. | Guilherme G. Bonaldo, Pedro F. Nogueira, Tetiana Torovets, Thays F. da Silva |
| 2025 | CRS Arena: Crowdsourced Benchmarking of Conversational Recommender Systems. | Nolwenn Bernard, Hideaki Joko, Faegheh Hasibi, Krisztian Balog |
| 2025 | A Sublinear Algorithm for Approximate Shortest Paths in Large Networks. | Sabyasachi Basu, Nadia Koshima, Talya Eden, Omri Ben-Eliezer, C. Seshadhri |
| 2025 | Using Photon-Counting CT Images for Lung Nodule Classification. | Leonie Basso, Zahra Ahmadi, Steffen Oeltze-Jafra, Eike Petersen, Hoen-oh Shin, Andrea Schenk |
| 2025 | Adaptive Loss-based Curricula for Neural Team Recommendation. | Reza Barzegar, Marco Nikola Kurepa, Hossein Fani |
| 2025 | BAKER: Bayesian Kernel Uncertainty in Domain-Specific Document Modelling. | Ubaid Azam, Imran Razzak, Shelly Vishwakarma, Hakim Hacid, Dell Zhang, Shoaib Jameel |
| 2025 | Query Performance Prediction: Theory, Techniques and Applications. | Negar Arabzadeh, Chuan Meng, Mohammad Aliannejadi, Ebrahim Bagheri |