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
Publication Targeted Counterfactual Fingerprinting for Black-Box LLM Ownership Verification Yutong Wu, Xiaofan Bai, Shixin Li, Pingyi Hu, Ziqi Zhou, Zilong Wang, Xiaojing Ma, Songfeng Lu, Yuhong Li, Jinsheng Xuan, Yi Wang, Dongmei Zhang, Bin Benjamin Zhu August 2026 arXiv | August 2026
Publication KDD Workshop on Evaluation and Trustworthiness of Agentic AI Yuan Ling, Shujing Dong, Yarong Feng, Sadid A. Hasan, George Karypis, Chandan K A Reddy Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2 | August 2026
Publication UniGCRec: Unified User-Item Quantization for Generative Cross-Domain Recommendation Chaoyue Ding, Jiahao Liu, Dongsheng Li, Shengkang Gu, H. Gu, Peng Zhang, Ning Gu, Tun Lu KDD 20206 | August 2026
Publication OasisKV: Scaling In-Decode KV Cache Beyond HBM with Lookahead Sparse Prefetching Can Xiao, Sukmin Cho, Junbong We, Zhixiong Niu, Jianyi Cheng, Yiren Zhao, Youngjin Kwon, Yongqiang Xiong, Rui Ma, Junyi Liu August 2026 arXiv | August 2026