| 2026 | FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation. | Fatema Siddika, Md. Anwar Hossen, Juan Pablo Muoz, Tanya G. Roosta, Anuj Sharma, Ali Jannesari |
| 2026 | ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images. | Mathieu Sibue, Andrs Muoz Garza, Samuel Mensah, Pranav Shetty, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso |
| 2026 | Adaptive Data Flywheel: Applying MAPE Control Loops to AI Agent Improvement. | Aaditya Shukla, Sidney Knowles, Meenakshi Madugula, David Farris, Ryan Angilly, Santiago Pombo, Lu An, Anbang Xu, Abhinav Balasubramanian, Tan Yu, Jiaxiang Ren, Rama Akkiraju |
| 2026 | NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering. | Kaiwen Shi, Zheyuan Zhang, Zhengqing Yuan, Keerthiram Murugesan, Vincent Galassi, Chuxu Zhang, Yanfang Ye |
| 2026 | On the Additive Compositionality of Task Vectors in Vision-Language Models. | Yuting Shi, Houjing Wei, Naoya Inoue |
| 2026 | Let's Put Ourselves in Sally's Shoes: Shoes-of-Others Prefilling Improves Theory of Mind in Large Language Models. | Kazutoshi Shinoda, Nobukatsu Hojo, Kyosuke Nishida, Yoshihiro Yamazaki, Keita Suzuki, Hiroaki Sugiyama, Kuniko Saito |
| 2026 | Layer-wise Swapping for Generalizable Multilingual Safety. | Hyunseo Shin, Wonseok Hwang |
| 2026 | Position Encoding with Random Float Sampling Enhances Length Generalization of Transformers. | Atsushi Shimizu, Shohei Taniguchi, Yutaka Matsuo |
| 2026 | Word Surprisal Correlates with Sentential Contradiction in LLMs. | Ning Shi, Bradley Hauer, David Basil, John Zhang, Grzegorz Kondrak |
| 2026 | Suppressing Final Layer Hidden State Jumps in Transformer Pretraining. | Keigo Shibata, Kazuki Yano, Ryosuke Takahashi, Jaesung Lee, Wataru Ikeda, Jun Suzuki |
| 2026 | Detecting Non-Membership in LLM Training Data via Rank Correlations. | Pranav Shetty, Mirazul Haque, Zhiqiang Ma, Xiaomo Liu |
| 2026 | Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL. | Yifei Shen, Yilun Zhao, Justice Ou, Tinglin Huang, Arman Cohan |
| 2026 | DRAGON: Domain-specific Robust Automatic Data Generation for RAG Optimization. | Haiyang Shen, Hang Yan, Zhongshi Xing, Mugeng Liu, Yue Li, Zhiyang Chen, Yuxiang Wang, Jiuzheng Wang, Yun Ma |
| 2026 | PropGenie: A Multi-Agent Conversational Framework for Real Estate Assistance. | Chang Shen, Shaozu Yuan, Kuizong Wu, Long Xu, Meng Chen |
| 2026 | OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets. | Jiyuan Shen, Yuan Peiyue, Atin Ghosh, Yifan Mai, Daniel Dahlmeier |
| 2026 | Integrity Shield A System for Ethical AI Use & Authorship Transparency in Assessments. | Ashish Raj Shekhar, Shiven Agarwal, Priyanuj Bordoloi, Yash Shah, Tejas Anvekar, Vivek Gupta |
| 2026 | SAGE : A Top-Down Bottom-Up Knowledge-Grounded User Simulator for Multi-turn Agent Evaluation. | Ryan Shea, Yunan Lu, Liang Qiu, Zhou Yu |
| 2026 | Reducing Hallucinations in Language Model-based SPARQL Query Generation Using Post-Generation Memory Retrieval. | Aditya Sharma, Christopher Pal, Amal Zouaq |
| 2026 | Measuring Mechanistic Independence: Can Bias Be Removed Without Erasing Demographics? | Zhengyang Shan, Aaron Mueller |
| 2026 | From Emotion to Expression: Theoretical Foundations and Resources for Fear Speech. | Vigneshwaran Shankaran, Gabriella Lapesa, Claudia Wagner |
| 2026 | Energy Matching based Preference Learning for Diffusion Language Models. | Shiv Shankar |
| 2026 | Pseudo-Likelihood Training for Reasoning Diffusion Language Models. | Shiv Shankar |
| 2026 | When Prompt Optimization Becomes Jailbreaking: Adaptive Red-Teaming of Large Language Models. | Zafir Shamsi, Nikhil Chekuru, Zachary Guzman, Shivank Garg |
| 2026 | TruthTrap: A Bilingual Benchmark for Evaluating Factually Correct Yet Misleading Information in Question Answering. | Mohammadamin Shafiei, Hamidreza Saffari, Mohammad Taher Pilehvar, Alessandro Raganato |
| 2026 | Evaluating the Pre-Consultation Ability of LLMs using Diagnostic Guidelines. | Jean Seo, Gibaeg Kim, Kihun Shin, Seungseop Lim, Hyunkyung Lee, Wooseok Han, Jongwon Lee, Eunho Yang |