| 2025 | Guarded Query Routing for Large Language Models. | Richard Slher, William Brach, Tibor Sloboda, Kristin Kostl, Lukas Galke |
| 2025 | Frozen in Time: Parameter-Efficient Time Series Transformers via Reservoir-Induced Feature Expansion and Fixed Random Dynamics. | Pradeep Singh, Mehak Sharma, Anupriya Dey, Balasubramanian Raman |
| 2025 | HypER: Hyperbolic Echo State Networks for Capturing Stretch-and-Fold Dynamics in Chaotic Flows. | Pradeep Singh, Sutirtha Ghosh, Ashutosh Kumar, Balasubramanian Hrishit B. Pa Raman |
| 2025 | Scale-Aware Adaptive Feature Quantization for Robust Medical Image Representation Learning. | Azad Singh, Deepak Mishra |
| 2025 | Promoting Intersectional Fairness Through Knowledge Distillation. | Md. Fahim Sikder, Resmi Ramachandranpillai, Daniel de Leng, Fredrik Heintz |
| 2025 | SubROC: AUC-Based Discovery of Exceptional Subgroup Performance for Binary Classifiers. | Tom Siegl, Kutalmis Coskun, Bjarne C. Hiller, Amin Mirzaei, Florian Lemmerich, Martin Becker |
| 2025 | Bidirectional Heuristic Search in Longest Path Problems. | Tzur Shubi, Solomon Eyal Shimony, Ariel Felner, Shahaf S. Shperberg |
| 2025 | From Grounding to Planning: Benchmarking Bottlenecks in Web Agents. | Segev Shlomov, Ben Wiesel, Aviad Sela, Ido Levy, Liane Galanti, Roy Abitbol |
| 2025 | SpectraShift3D: Black-Box Physical Attacks on Monocular Depth Estimation via Robust 3D-Aware Textures. | Changda Shi, Lili Zhou, Hui Wei |
| 2025 | Learnable Multiple Cyclicity-Trend Decomposition for Long-Term Time Series Forecasting. | Yiting Shi, Zhipeng Peng, Chongyun Qin, Jianliang Gao |
| 2025 | Inferring Hidden Behavioral Signatures of Cyber Adversaries Using Inverse Reinforcement Learning. | Aditya Shinde, Prashant Doshi |
| 2025 | Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with Respect to Skin Tone. | Veronika Shilova, Emmanuel Malherbe, Giovanni Palma, Laurent Risser, Jean-Michel Loubes |
| 2025 | IBS-Net: Advancing Implicit Boundary-Aware Segmentation for Diaphragm Ultrasound Analysis. | Baike Shi, Yikang He, Chenlong Miao, Wenbo Huang, Tao Wang, Tianyi Liu, Hui Tang, Jianmin Dong, Rongjun Ge, Guangquan Zhou, Yang Chen |
| 2025 | HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems. | Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma |
| 2025 | IEEnhanceNet: An Implicit and Explicit Enhancement-Based Framework for Malformed Tooth Segmentation in 3D Intraoral Scan Data. | Qitao Shan, Sixian Chan, Jiafa Mao, Jingke Gu, Binyao Kong |
| 2025 | Contrast All The Time: Learning Time Series Representation from Temporal Consistency. | Abdul-Kazeem Shamba, Kerstin Bach, Gavin Taylor |
| 2025 | Aligning the Evaluation of Probabilistic Predictions with Downstream Value. | Novin Shahroudi, Viacheslav Komisarenko, Meelis Kull |
| 2025 | Uncertainty-Aware Knowledge Transformers for Peer-to-Peer Energy Trading with Multi-Agent Reinforcement Learning. | Mian Ibad Ali Shah, Enda Barrett, Karl Mason |
| 2025 | Mechanism Design for Facility Location Problems with Capacity Constraints in Bounded Location Space. | Xingchen Sha, Hau Chan, Vincent Chau, Ken C. K. Fong, Minming Li, Wai Lun Lo |
| 2025 | Plausible Conditional Generation-Based Counterfactual Explanations for Multivariate Times Series Classification. | Paul Sevellec, Elisa Fromont, Romaric Gaudel, Laurence Roz, Matteo Sammarco |
| 2025 | Group Explainability Through Local Approximation. | Mattia Setzu, Riccardo Guidotti, Dino Pedreschi, Fosca Giannotti |
| 2025 | RTF: Reputation-Based Team Formation Approach for Enhancing Dependable Critical Fully Autonomous Multi-UAV BVLOS Operations. | Kivan Serefoglu, nder Grcan, Reyhan Aydogan |
| 2025 | Understanding Action Effects through Instrumental Empowerment in Multi-Agent Reinforcement Learning. | Ardian Selmonaj, Miroslav Strupl, Oleg Szehr, Alessandro Antonucci |
| 2025 | Advancing Wildfire Risk Prediction via Morphology-Aware Curriculum Contrastive Learning. | Fabrizio Lo Scudo, Alessio De Rango, Luca Furnari, Alfonso Senatore, Donato D'Ambrosio, Giuseppe Mendicino, Gianluigi Greco |
| 2025 | Detecting Struggling Student Programmers Using Proficiency Taxonomies. | Noga Schwartz, Roy Fairstein, Avi Segal, Kobi Gal |