Publication IndexMem: Learned KV-Cache Eviction with Latent Memory for Long-Context LLM Inference Xintong Yang, Hao Gu, Bin Xu, Lujun Li, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Sirui Han, Yike Guo May 2026 arXiv | May 2026
Publication Explaining Too Much? Understanding How Large Language Model Reasoning Traces Influence Performance and Metacognition Daniela Fernandes, Daniel Buschek, Lev Tankelevitch, Thomas Kosch, Robin Welsch May 2026 arXiv | May 2026
Publication AI-Assisted Systematization for Evaluating GenAI Systems Dhruv Agarwal, Emily Sheng, Chad Atalla, Jean Garcia-Gathright, Hussein Mozannar, Hannah Washington, Alexandra Chouldechova, Solon Barocas, Hanna Wallach May 2026 arXiv | May 2026
Publication Diversity Over Frequency: Rethinking Tool Use in Visual Chain-of-Thought Agents Donghyun Kim, Reuben Tan, Donghyun Kim ICML 2026 | May 2026
Publication Towards reliable use of artificial intelligence to classify otitis media using otoscopic images: Addressing bias and improving data quality Yixi Xu, Al-Rahim Habib, Graeme Crossland, Hemi Patel, Chris Perry, Kris Bock, Tony Lian, Bill Weeks, Rahul Dodhia, Juan M. Lavista Ferres, Narinder Pal Singh PLOS One | May 2026 Project
Publication FrontierOR: Benchmarking LLMs’Capacity for Efficient Algorithm Design in Large-Scale Optimization Minwei Kong, Chonghe Jiang, Ao Qu, Wenbin Ouyang, Zhaoming Zeng, Xiaotong Guo, Zhekai Li, Junyi Li, Yingying Fan, Xinshou Zheng, Xibin Jing, Yikai Zhang, Zhiwei Liang, Seong-Hee Kim, Runqing Yang, Zijian Zhou, Sirui Li, Han Zheng, Wangyang Ying, Ou Zheng, Chong Wang, Jing Zhao, Hanzhang Qin, Cathy Wu, Paul Liang, Jinhua Zhao, Hai Wang May 2026 arXiv | May 2026
Publication ECHO: Terminal Agents Learn World Models for Free Vaishnavi Shrivastava, Piero Kauffmann, Ahmed Awadallah, Dimitris Papailiopoulos May 2026 arXiv | May 2026
Publication XWind: A Cross-site Router for Large Language Model Inference Serving at Renewable Energy Farms Tella Rajashekhar Reddy, Atharva Deshmukh, Liangcheng Yu, Chaojie Zhang, Mike Shepperd, Rohan Gandhi, A. Parayil, Srinivasan Iyengar, Ajay Manchepalli, Debopam Bhattacherjee May 2026 arXiv | May 2026
Publication AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery Guiyao Tie, Jiawen Shi, D. Song, Yixiao Huang, Ziji Sheng, Xueyang Zhou, Daizong Liu, Pan Zhou, Yongchao Chen, Ran Xu, Lifang He, Qingsong Wen, Manling Li, Cong Lu, Shuai Li, Pengtao Xie, Yixuan Yuan, Rui Meng, Lei Xing, Lichao Sun, Caiming Xiong, Philip Yu, Jianfeng Gao May 2026 arXiv | May 2026
Publication HARNESS-LM: A Three-Phase Training Recipe for Harnessing SLMs in Sponsored Search Retrieval Vipul Gupta, Shikhar Mohan, Lakshya Kumar, Pranjal A. Chitale, Nikit Begwani, Amit Singh, Manik Varma May 2026 arXiv | May 2026