| 2026 | MT-OSC: Path for LLMs that Get Lost in Multi-Turn Conversation. | Jyotika Singh, Fang Tu, Miguel Ballesteros, Weiyi Sun, Sandip Ghoshal, Michelle Yuan, Yassine Benajiba, Sujith Ravi, Dan Roth |
| 2026 | Do LLMs Encode Functional Importance of Reasoning Tokens ? | Janvijay Singh, Dilek Hakkani-Tr |
| 2026 | CRAFT: Training-Free Cascaded Retrieval for Tabular QA. | Adarsh Singh, Kushal Raj Bhandari, Jianxi Gao, Soham Dan, Vivek Gupta |
| 2026 | Grounded Multimodal In-Context Learning for Product Weight Estimation at Scale in E-commerce. | Bhavuk Singhal, Arsh Keshari, Ravindra Kumar Yadav |
| 2026 | BioVLM: Routing Prompts, Not Parameters, for Cross-Modality Generalization in Biomedical VLMs. | Mainak Singha, Tanisha Gupta, Ankit Jha, Muhammad Haris Khan, Sayantani Ghosh, Biplab Banerjee |
| 2026 | Agent-Ops: A Multi-Agent Orchestration Framework for End-to-End SOP Automation in E-Commerce Operations. | Apoorva Singh, Sanjay Agrawal, Sayanta Adhikari, Vinayak S. Puranik, Shivam Tiwari, Dheeraj Assudani |
| 2026 | Measuring and Mitigating Shortcut Reliance in Language Models with Probe-Based Representation Entanglement. | Divyajot Singh |
| 2026 | Debiasing Logical Fallacy Detection for Real-World Robustness via Counterfactually Augmented Data. | Navyansh Singh |
| 2026 | CobwebTM: Probabilistic Concept Formation for Lifelong and Hierarchical Topic Modeling. | Karthik Singaravadivelan, Anant Gupta, Zekun Wang, Christopher J. MacLellan |
| 2026 | What Moves the Pareto Frontier in Tool-Using Agents? A Compute-Aware Study of ReAct Variants. | Rishi N. Simhadri |
| 2026 | Mitigating Structural Knowledge Collapse in Domain-Specific LLMs via Morpheme-Aware KV-Aggregation. | Yuxuan Si, Zheqi Lv, Chengxi Zang, Zhengyu Chen, Fei Wu |
| 2026 | microCLIP: Unsupervised CLIP Adaptation via Coarse-Fine Token Fusion for Fine-Grained Image Classification. | Sathira Silva, Eman Ali, Chetan Arora, Muhammad Haris Khan |
| 2026 | Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust LLMs. | Wai Man Si, Mingjie Li, Michael Backes, Yang Zhang |
| 2026 | BanglaSocialBench: A Benchmark for Evaluating Sociopragmatic and Cultural Alignment of LLMs in Bangladeshi Social Interaction. | Tanvir Ahmed Sijan, S. M. Golam Rifat, Pankaj Chowdhury Partha, Md. Tanjeed Islam, Md Musfique Anwar |
| 2026 | How Hypocritical Is Your LLM judge? Listener-Speaker Asymmetries in the Pragmatic Competence of Large Language Models. | Judith Sieker, Sina Zarrie |
| 2026 | Semantic Contrastive Adaptation for Multimodal Figurative Language Understanding. | Ayaan Siddiqui |
| 2026 | RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification. | Shakhrul Iman Siam, Tiantian Feng, Jiankun Zhang, Shrikanth Narayanan, Mi Zhang |
| 2026 | IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance. | Chathurangi Shyalika, Dhaval C. Patel, Amit P. Sheth |
| 2026 | M3TQA: Massively Multilingual Multitask Table Question Answering. | Daixin Shu, Jian Yang, Zhenhe Wu, Xianjie Wu, Xianfu Cheng, Xiangyuan Guan, Yanghai Wang, Pengfei Wu, Tingyang Yang, Hualei Zhu, Wei Zhang, Ge Zhang, Jiaheng Liu, Zhoujun Li |
| 2026 | FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models. | Dong Shu, Haoyang Yuan, Yuchen Wang, Yanguang Liu, Huopu Zhang, Mengnan Du |
| 2026 | MM-ShiftKV: Decode-Aware Prefill-Stage KV Selection for Multimodal Large Language Models. | Jinsong Shu, Chenyang Wu, Zhongle Xie, Baokun Wang, Lidan Shou |
| 2026 | FinCall-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction. | Dong Shu, Yanguang Liu, Huopu Zhang, Mengnan Du |
| 2026 | Calibration vs Decision Making: Revisiting the Reliability Paradox in Unlearned Language Models. | Divyaksh Shukla, Ashutosh Modi |
| 2026 | S2H-DPO: Hardness-Aware Preference Optimization for Vision-Language Models. | Nitish Shukla, Surgan Jandial, Arun Ross |
| 2026 | Learning from Near-Misses: Error-Aware Contrastive Few-Shot Learning for NL2Formula. | Zhihao Shuai, Yiyun Chen, Maolin Ma, Yutong Chen, Hanjia Qiu, Jing Xu, Ziye Chen, Weikai Yang |