| 2026 | StateX: Enhancing RNN Recall via Post-training State Expansion. | Xingyu Shen, Yingfa Chen, Zhen Leng Thai, Xu Han, Zhiyuan Liu, Maosong Sun |
| 2026 | AnchorMem: Anchored Facts with Associative Contexts for Building Memory in Large Language Models. | Zhanyu Shen, Sijie Cheng, Zhicheng Guo, Weiqin Wang, Yile Wang, Hui Huang |
| 2026 | Scaling Collaborative Effort with Agents. | Shannon Zejiang Shen, Valerie Chen, Ken Gu, Alexis Ross, Zixian Ma, Jillian Ross, Alex Gu, Chenglei Si, Wayne Chi, Andi Peng, Jocelyn J. Shen, Ameet Talwalkar, Tongshuang Wu, David A. Sontag |
| 2026 | K-Merge: Online Continual Merging of Adapters for On-device Large Language Models. | Donald Shenaj, Ondrej Bohdal, Taha Ceritli, Mete Ozay, Pietro Zanuttigh, Umberto Michieli |
| 2026 | EchoVLM: Dynamic Mixture-of-Experts Vision-Language Model for Universal Ultrasound Intelligence. | Chaoyin She, Ruifang Lu, Lida Chen, Wei Wang, Qinghua Huang |
| 2026 | Beyond Memorization: Testing LLM Reasoning on Unseen Theory of Computation Tasks. | Shlok Shelat, Jay Raval, Souvik Roy, Manas Gaur |
| 2026 | Rethinking Research on Stereotypes: An Analysis through Social Psychological and Computational Perspectives. | Kaustubh Shivshankar Shejole, Pushpak Bhattacharyya |
| 2026 | GCA Framework: A GCC Countries-Grounded Dataset and Agentic Pipeline for Climate Decision Support. | Muhammad Umer Sheikh, Khawar Shehzad, Salman Khan, Fahad Shahbaz Khan, Muhammad Haris Khan |
| 2026 | Crossroads of Optimization under Uncertainty: How to Choose the Optimal Model. | Chengxi She, Zhiqiang Chen, Xingyu Lu, Caihua Chen, Piaoyang Zhao, Xuedong Wang |
| 2026 | Verifying the Subjective: Structured Multilingual Rewards for Low-Resource Alignment. | Jiu Sha, Mengxiao Zhu |
| 2026 | CoDial: Interpretable Task-Oriented Dialogue Systems Through Dialogue Flow Alignment. | Radin Shayanfar, Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu |
| 2026 | Test-Time Strategies for More Efficient and Accurate Agentic RAG. | Abhinav Sharma, Brian Zhang, Deepti Guntur, Zhiyang Zuo, Shreyas Chaudhari, Wenlong Zhao, Franck Dernoncourt, Puneet Mathur, Ryan Anthony Rossi, Nedim Lipka |
| 2026 | A Unified Feature Mixture Framework for Joint Speech and Singing Deepfake Detection. | Aastha Sharma, Guangjing Wang |
| 2026 | Preference Optimization for Review Question Generation Improves Writing Quality. | Karun Sharma, Vidushee Vats, Shengzhi Li, Yuxiang Wang, Zhongtian Sun, Prayag Tiwari |
| 2026 | An Answer is just the Start: Related Insight Generation for Open-Ended Document-Grounded QA. | Saransh Sharma, Pritika Ramu, Aparna Garimella, Koyel Mukherjee |
| 2026 | Rerank Before You Reason: Analyzing Reranking Tradeoffs through Effective Token Cost in Deep Search Agents. | Sahel Sharifymoghaddam, Jimmy Lin |
| 2026 | LoPT: Lossless Parallel Tokenization Acceleration for Long Context Inference of Large Language Model. | Wei Shao, Lingchao Zheng, Pengyu Wang, Peizhen Zheng, Li Jun, Yuwei Fan |
| 2026 | Detoxification for LLM: From Dataset Itself. | Wei Shao, Yihang Wang, Gao yu Zhu, Ziqiang Cheng, Lei Yu, Jiafeng Guo, Xueqi Cheng |
| 2026 | The Role of Mixed-Language Documents for Multilingual Large Language Model Pretraining. | Jiandong Shao, Raphael Tang, Crystina Zhang, Karin Sevegnani, Pontus Stenetorp, Jianfei Yang, Yao Lu |
| 2026 | Diffuse Thinking: Exploring Diffusion Language Models as Efficient Thought Proposers for Reasoning. | Chenyang Shao, Sijian Ren, Fengli Xu, Yong Li |
| 2026 | Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection. | Zedian Shao, Hongbin Liu, Yuepeng Hu, Neil Zhenqiang Gong |
| 2026 | FactVerse: A Benchmark for Factual Consistency in Interleaved Image-Text Generation. | Yubo Shan, Kun Zhang, Qiming Xu, Liping Cao, Yingying Cao, Jian Zhang, Yu Wang, Jingyuan Li, Yuanzhuo Wang |
| 2026 | HuoziIME: An On-Device LLM-Enhanced Input Method for Deep Personalization. | Baocai Shan, Yuzhuang Xu, Wanxiang Che |
| 2026 | Reasoning with Ontology Graph: Toward Type-Constrained Knowledge Graph Question Answering. | Yongxue Shan, Jie Peng, Zixuan Dong, Fei Hu, Xiaodong Wang |
| 2026 | PEC-Home: Interpretation of Progressively Elliptical Commands in Smart Homes. | Yingyu Shan, Zeming Liu, Silin Li, Boao Qian, Jiashu Yao, Yuhang Guo, Haifeng Wang |