Publication Self-Evolving Embodied Agents via Skill-Harness Evolution Peidong Wang, Zhiming Ma, Ying Chang, Xufang Luo, Xiaocui Yang, Shi Feng, Yuqing Yang, Dongsheng Li August 2026 arXiv | August 2026
Publication NeutronNova: Group-Based Folding Done Right Abhiram Kothapalli, Srinath Setty Advances in Cryptology – CRYPTO 2026 | August 2026
Publication Nüwa: A Generative Control Plane for AI Network Simulation Wenkai Li, Ran Shu, Peng Zhang, Yiren Zhao, Danfeng Shan, Yongqiang Xiong SIGCOMM 2026 | August 2026
Publication Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement Uma Ranjan, Kunal Tilaganji, Aditya Koul, Anurag Mahipal, Dashpreet Singh, Hriday Rana, Manan Jain, Sidharth D. Gupta, A. B. George, Vineeth N Balasubramanian, Nagarajan Natarajan, Amit Sharma August 2026 August 2026
Publication REATS: LLM Reasoning-based Ensemble Learning for Adaptive Time Series Forecasting Xu Zhang, Chang Xu, Hui Sun, Nan Ma, Zijian Zhang, Peng Wang, Wei Wang, Li Zhao August 2026 arXiv | August 2026
Publication Rethinking Self-Evolving Agents: Do We Still Need Prescribed Optimization Pipelines? Hui Xue, Fan Yang August 2026 arXiv | August 2026
Publication MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory Beidi Zhao, Yaoqi Chen, Yuru Feng, Menghao Li, Qianxi Zhang, Baotong Lu, Jianan Lu, Zilong Wang, Xinjiang Wang, Shusen Xu, Zengzhong Li, Xiaoxiao Li, Qi Chen August 2026 arXiv | August 2026
Publication Full-bandwidth transformer Xi (Ada) Wang, Ziyang Cai, Zheng Zhan, Harry Dong, Ying Fan, Gustavo de Rosa, Tim Pearce, John Langford August 2026 arXiv | August 2026
Publication Embedding-Space Orthogonal Decomposition for Robust Social Recommendation Rongfeng Guo, Yinxuan Huang, Wei Chen, Mingyang Zhou, Yusen Wu, Yangchen Zeng, Han Chen, Hao Liao 2026 the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) | August 2026
Publication ENCO: Deploying Production-Scale Engineering Copilots Yiwen Zhu, Mathieu Demarne, Kai Deng, Wenjing Wang, Nutan Sahoo, Hannah Lerner, Anjali Bhavan, Divya Vermareddy, Yunlei Lu, Swati Bararia, William Zhang, Xia Li, Katherine Lin, Miso Cilimdzic, Subru Krishnan 2026 SIGKDD'26 Applied Data Science Track | August 2026