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
Publication SkillOpt: Executive Strategy for Self-Evolving Agent Skills Yifan Yang, Ziyang Gong, Weiquan Huang, Qihao Yang, Ziwei Zhou, Zisu Huang, Yan Li, Xuemei Gao, Qi Dai, Bei Liu, Kai Qiu, Yuqing Yang, Dongdong Chen, Xue-Ting Yang, Chong Luo May 2026 arXiv | May 2026
Publication From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Zisu Huang, Jingwen Xu, Yifan Yang, Ziyang Gong, Qihao Yang, Muzhao Tian, Xiaohua Wang, Changze Lv, Xuemei Gao, Qi Dai, Bei Liu, Kai Qiu, Xue-Ting Yang, Dongdong Chen, Xiaoqing Zheng, Chong Luo May 2026 arXiv | May 2026
Publication From Patches to Trajectories: Privileged Process Supervision for Software-Engineering Agents Murong Ma, Tianyu Chen, Yun Lin, Shuai Lu, Qinglin Zhu, Yeyun Gong, Zhiyong Huang, Peng Cheng, Yan Lu, Jin Song Dong May 2026 arXiv | May 2026
Publication Swift Sampling: Selecting Temporal Surprises via Taylor Series Dahye Kim, Bhuvan Sachdeva, Karan Uppal, Naman Gupta, Vineeth N Balasubramanian, Deepti Ghadiyaram May 2026 arXiv | May 2026