| 2026 | De-Speakerizing Accented ASR: Measuring and Mitigating Speaker Entanglement for Fair, Reliable Recognition. | Jiaen Sun |
| 2026 | Wearable Intelligence for Healthcare Robotics: From Brain Activity to Body Movements. | Jiankai Sun |
| 2026 | Ambiguity-Tolerant Cross-Modal Hashing with Partial Labels. | Chao Su, Yanan Li, Xu Wang, Yingke Chen, Huiming Zheng, Dezhong Peng, Yuan Sun |
| 2026 | RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents (Student Abstract). | Roman Sultimov, Mikhail Mozikov, Dmitrii Abramov, Mariia Kovalchuk, Maksim Malykh, Aleksandr Volkov, Ilya Makarov, Andrei Osiptsov, Yury Maximov |
| 2026 | RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents. | Roman Sultimov, Mikhail Mozikov, Dmitrii Abramov, Mariia Kovalchuk, Maksim Malykh, Ilya Makarov, Andrei Osiptsov, Aleksandr Volkov, Yury Maximov |
| 2026 | CP-Router: An Uncertainty-Aware Router Between LLM and LRM. | Jiayuan Su, Fulin Lin, Zhaopeng Feng, Han Zheng, Teng Wang, Zhenyu Xiao, Xinlong Zhao, Zuozhu Liu, Lu Cheng, Hongwei Wang |
| 2026 | Voting in Divisible Settings: A Survey. | Warut Suksompong, Nicholas Teh |
| 2026 | ECD: Evidence-guided Contrastive Decoding in Retrieval-Augmented Generation with Accurate Knowledge Reference Adjustment. | Yize Sui, Yan Xu, Kun Hu, Jing Ren, Wenjing Yang |
| 2026 | Shortcut Learning Susceptibility in Vision Classifiers (Student Abstract). | Pirzada Suhail, Vrinda Goel, Amit Sethi |
| 2026 | Network Inversion for Uncertainty-Aware Out-of-Distribution Detection (Student Abstract). | Pirzada Suhail, Rehna Afroz, Gouranga Bala, Amit Sethi |
| 2026 | AuditAgent: LLM Agent for Risks Auditing in Recommender Systems. | Du Su, Zhenxing Chen, Shilong Zhao, Yuanhao Liu, Fei Sun, Qi Cao, Huawei Shen |
| 2026 | Interpretable Machine Learning for In-Home Mild Cognitive Impairment Detection. | Budhitama Subagdja, D. Shanthoshigaa, Ah-Hwee Tan, Iris Rawtaer |
| 2026 | AI for Memory Preservation: Automated Restoration of Photographs Damaged by Floods. | Jose Daniel Galvan Suazo, Hugo Albert Bonet, Carlos Monserrat Aranda, Csar Ferri |
| 2026 | Understanding the Effects of GenAI as No-Code Alternative for Teaching Machine Learning Workflows. | Martin Strobel |
| 2026 | What Are They Filtering Out? An Experimental Benchmark of Filtering Strategies for Harm Reduction in Pretraining Datasets. | Marco Antonio Stranisci, Christian Hardmeier |
| 2026 | Planning in Branch-and-Bound: Model-Based Reinforcement Learning for Exact Combinatorial Optimization. | Paul Strang, Zacharie Als, Cme Bissuel, Olivier Juan, Safia Kedad-Sidhoum, Emmanuel Rachelson |
| 2026 | Improving Stochastic Action-Constrained Reinforcement Learning via Truncated Distributions. | Roland Stolz, Michael Eichelbeck, Matthias Althoff |
| 2026 | Investigating Vaccine Buyer's Remorse: Post-Vaccination Decision Regret in COVID-19 Social Media Using Politically Diverse Human Annotation. | Miles Stanley, Soumyajit Datta, Ashutosh Kumar, Ashiqur R. KhudaBukhsh |
| 2026 | Learning from Reasoning Failures via Synthetic Data Generation. | Gabriela Ben Melech Stan, Estelle Aflalo, Avinash Madasu, Vasudev Lal, Phillip Howard |
| 2026 | First-Order Representation Languages for Goal-Conditioned RL. | Simon Sthlberg, Hector Geffner |
| 2026 | Scaling Laws for Conditional Emergence of Multilingual Image Captioning via Generalization from Translation. | Julian Spravil, Sebastian Houben, Sven Behnke |
| 2026 | Formal Abductive Latent Explanations for Prototype-Based Networks. | Jules Soria, Zakaria Chihani, Julien Girard-Satabin, Alban Grastien, Romain Xu-Darme, Daniela Cancila |
| 2026 | EvalQAG: A Framework for Automatic Complex QA Generation and a Benchmark QA Dataset for Policy Documents. | Kirtan Brijeshbhai Soni, Krish Rupapara, Arpit Rana, Ghanshyam Verma, Paul Buitelaar |
| 2026 | Schema on the Inside: A Two-Phase Fine-Tuning Method for High-Efficiency Text-to-SQL at Scale. | Chinmay Soni, Shivam Chourasia, Gaurav Kumar, Hitesh Kapoor |
| 2026 | IntentMotion: Learning Intent-Aware Human Motion from Language in 3D Scenes. | Wenfeng Song, Shi Zheng, Xinyu Zhang, Xingliang Jin, Aimin Hao, Fei Hou, Xia Hou, Shuai Li |