| 2026 | Can LLMs Compress (and Decompress)? Evaluating Code Understanding and Execution via Invertibility. | Nickil Maveli, Antonio Vergari, Shay B. Cohen |
| 2026 | Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks. | Sunil Kumar Maurya, Xin Liu |
| 2026 | Development and Benchmarking of a Blended Human-AI Qualitative Research Assistant. | Joseph Matveyenko, James Liu, John David Parsons, Ryan A. Brown, Alina Palimaru, Vipul Gupta, Prateek Puri |
| 2026 | Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding. | Ke Ma, Jiaqi Tang, Bin Guo, Xueting Han, Ruonan Xu, Qingfeng He, Ziheng Wang, Xu Wang, Qifeng Chen, Zhiwen Yu, Yunhao Liu |
| 2026 | Efficient Learned Data Compression via Dual-Stream Feature Decoupling. | Huidong Ma, Xinyan Shi, Hui Sun, Xiaofei Yue, Xiaoguang Liu, Gang Wang, Wentong Cai |
| 2026 | SafeConstellations: Mitigating Over-Refusals in LLMs Through Task-Aware Representation Steering. | Utsav Maskey, Sumit Yadav, Mark Dras, Usman Naseem |
| 2026 | Constructing a Japanese Verdict Prediction Dataset for Fact-Checking of LLM-Generated Texts. | Miwa Masano, Hirokazu Kiyomaru, Atsushi Keyaki, Kaito Horio, Rei Minamoto, Ribeka Keyaki, Kouta Nakayama, Hideyuki Tachibana, Daisuke Kawahara |
| 2026 | SSSD: Simply-Scalable Speculative Decoding. | Michele Marzollo, Jiawei Zhuang, Niklas Roemer, Niklas Zwingenberger, Lorenz K. Mller, Lukas Cavigelli |
| 2026 | Vocabulary Shapes Cross-Lingual Variation of Word-Order Learnability in Language Models. | Jonas Mayer Martins, Jaap Jumelet, Viola Priesemann, Lisa Beinborn |
| 2026 | WikiVideo: Article Generation from Multiple Videos. | Alexander Martin, Reno Kriz, William Gantt Walden, Kate Sanders, Hannah Recknor, Eugene Yang, Francis Ferraro, Benjamin Van Durme |
| 2026 | IntrAgent: An LLM Agent for Content-Grounded Information Retrieval through Literature Review. | Fengbo Ma, Zixin Rao, Xiaoting Li, Zhetao Chen, Hongyue Sun, Yiping Zhao, Xianyan Chen, Zhen Xiang |
| 2026 | Boosting Self-Consistency with Ranking. | Maria Marina, Daniil Moskovskiy, Sergey Pletenev, Mikhail Salnikov, Alexander Panchenko, Viktor Moskvoretskii |
| 2026 | Sounding vs. Being an Expert: Disentangling Authority, Register and Cultural Impact in Sycophantic LLMs. | Gabriele Maraia, Fabio Massimo Zanzotto, Leonardo Ranaldi |
| 2026 | Decoding Text Spans for Efficient and Accurate Named-Entity Recognition. | Andrea Maracani, Savas zkan, Junyi Zhu, Sinan Mutlu, Mete Ozay |
| 2026 | Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation. | Qian Ma, Sarah Rajtmajer |
| 2026 | When Models Outthink Their Safety: Unveiling and Mitigating Self-Jailbreak in Large Reasoning Models. | Yingzhi Mao, Chunkang Zhang, Junxiang Wang, Xinyan Guan, Boxi Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun |
| 2026 | Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding. | Shunqi Mao, Chaoyi Zhang, Tom Weidong Cai |
| 2026 | The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness. | Yueheng Mao, Min Yu, Gengwang Li, Jianguo Jiang, Gang Li, Meng Zhang, Zhen Xu, Weiqing Huang, Ming Liu |
| 2026 | Confidence over Time: Confidence Calibration with Temporal Logic for Large Language Model Reasoning. | Zhenjiang Mao, Anirudhh Venkat, Artem Bisliouk, Sindhura Kumbakonam Subramanian, Akshat Kothiyal, Saithej Singhu, Ivan Ruchkin |
| 2026 | BiCSRouter: Bi-Level Cross-System Routing for Utility-Aware LLM Inference. | Keyu Mao, Eiki Murata, Ukyo Honda |
| 2026 | EGSS: Entropy-guided Stepwise Scaling for Reliable Software Engineering. | Chenhui Mao, Yuanting Lei, Zhixiang Wei, Ming Liang, Zhixiang Wang, Jingxuan Xu, Dajun Chen, Wei Jiang, Yong Li |
| 2026 | Stop Fixating on Prompts: Reasoning Hijacking and Constraint Tightening for Red-Teaming LLM Agents. | Yanxu Mao, Peipei Liu, Tiehan Cui, Congying Liu, Mingzhe Xing, Datao You |
| 2026 | From Interpretability to Performance: Optimizing Retrieval Heads for Long-Context Language Models. | Youmi Ma, Naoaki Okazaki |
| 2026 | Thesis Proposal: When Does an Agent Know It Is Lost? Confidence Trajectory Analysis for Tool-Using LLMs. | Zhenjiang Mao |
| 2026 | A Multi-View Media Profiling Suite: Resources, Evaluation, and Analysis. | Muhammad Arslan Manzoor, Dilshod Azizov, Daniil Orel, Umer Siddique, Zain Muhammad Mujahid, Yufang Hou, Preslav Nakov |