AI Agent

Sample Complexity of Distributionally Robust Off-Dynamics Reinforcement Learning with Online Interaction

Yiting He, Zhishuai Liu, Weixin Wang, Pan Xu

机构 * Duke University（杜克大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.LG

Comments 53 pages, 6 figures, 3 tables. Published in Proceedings of the 42nd International Conference on Machine Learning (ICML 2025)

Journal ref Proceedings of the 42nd International Conference on Machine Learning, PMLR 267:22595-22646, 2025

An Active Learning Pipeline for Biomedical Image Instance Segmentation with Minimal Human Intervention

Shuo Zhao, Yu Zhou, Jianxu Chen

机构 * Leibniz-Institut für Analytische Wissenschaften - ISAS - e.V.（莱比锡分析科学研究所 - ISAS - 非营利组织） ； Faculty of Computer Science, Ruhr University Bochum（计算机科学系，博德鲁姆鲁尔大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.LG

Comments 6 pages, 4 figures, presented at Bildverarbeitung für die Medizin (BVM) 2025, Wiesbaden, Germany

Journal ref Bildverarbeitung fuer die Medizin 2025, Springer Vieweg, Wiesbaden, pp. 217-222, 2025

Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation

Song Wang, Zihan Chen, Peng Wang, Zhepei Wei, Zhen Tan, Yu Meng, Cong Shen, Jundong Li

机构 * University of Virginia（弗吉尼亚大学） ； Arizona State University（亚利桑那州立大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.CL

Comments EMNLP Main 2025

Generating CodeMeta through declarative mapping rules: An open-ended approach using ShExML

Herminio García-González

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.SE

Comments Submitted to Scientific Data

Introducing LongCat-Flash-Thinking: A Technical Report

Meituan LongCat Team, Anchun Gui, Bei Li, Bingyang Tao, Bole Zhou, Borun Chen, Chao Zhang, Chao Zhang, Chengcheng Han, Chenhui Yang, Chi Zhang, Chong Peng, Chuyu Zhang, Cong Chen, Fengcun Li, Gang Xu, Guoyuan Lin, Hao Jiang, Hao Liang, Haomin Fu, Haoxiang Ma, Hong Liu, Hongyan Hao, Hongyin Tang, Hongyu Zang, Hongzhi Ni, Hui Su, Jiahao Liu, Jiahuan Li, Jialin Liu, Jianfei Zhang, Jianhao Xu, Jianing Wang, Jiaqi Sun, Jiaqi Zhang, Jiarong Shi, Jiawei Yang, Jingang Wang, Jinrui Ding, Jun Kuang, Jun Xu, Ke He, Kefeng Zhang, Keheng Wang, Keqing He, Li Wei, Liang Shi, Lin Qiu, Lingbin Kong, Lingchuan Liu, Linsen Guo, Longfei An, Mai Xia, Meng Zhou, Mengshen Zhu, Peng Pei, Pengcheng Jia, Qi Gu, Qi Guo, Qiong Huang, Quan Chen, Quanchi Weng, Rongxiang Weng, Ruichen Shao, Rumei Li, Shanglin Lei, Shuai Du, Shuaikang Liu, Shuang Zhou, Shuhao Hu, Siyu Xu, Songshan Gong, Tao Liang, Tianhao Hu, Wei He, Wei Shi, Wei Wang, Wei Wu, Wei Zhuo, Weifeng Tang, Wenjie Shi, Wenlong Zhu, Xi Su, Xiangcheng Liu, Xiangyu Xi, Xiangzhou Huang, Xiao Liu, Xiaochen Jiang, Xiaowei Shi, Xiaowen Shi, Xiaoyu Li, Xin Chen, Xinyue Zhao, Xuan Huang, Xuemiao Zhang, Xuezhi Cao, Xunliang Cai, Yajie Zhang, Yang Chen, Yang Liu, Yang Liu, Yang Zheng, Yaoming Wang, Yaqi Huo, Yerui Sun, Yifan Lu, Yiyang Li, Youshao Xiao, Yuanzhe Lei, Yuchen Xie, Yueqing Sun, Yufei Zhang, Yuhuai Wei, Yulei Qian, Yunke Zhao, Yuqing Ding, Yuwei Jiang, Zhaohua Yang, Zhengyu Chen, Zhijian Liu, Zhikang Xia, Zhongda Su, Ziran Li, Ziwen Wang, Ziyuan Zhuang, Zongyu Wang, Zunyuan Yang

机构 * Meituan LongCat Team（美团LongCat团队） 纠错

专题命中 工作流自动化 ：agentic(abstract)；分类 cs.AI

Automatic segmentation of colorectal liver metastases for ultrasound-based navigated resection

Tiziano Natali, Karin A. Olthof, Niels F. M. Kok, Koert F. D. Kuhlmann, Theo J. M. Ruers, Matteo Fusaglia

专题命中 工作流自动化 ：workflow(abstract)

AI-assisted design of chemically recyclable polymers for food packaging

Brandon K. Phan, Chiho Kim, Janhavi Nistane, Wei Xiong, Haoyu Chen, Woo Jin Jang, Farzad Gholami, Yongliang Su, Jerry Qi, Ryan Lively, Will Gutekunst, Rampi Ramprasad

专题命中 工作流自动化 ：workflow(abstract)

Comments Main body is 14 pages with 5 figures. Supplementary Information is 15 pages with 8 figures

VIVA: Virtual Healthcare Interactions Using Visual Analytics, With Controllability Through Configuration

Jürgen Bernard, Mara Solen, Helen Novak Lauscher, Kurtis Stewart, Kendall Ho, Tamara Munzner

专题命中 工作流自动化 ：workflow(abstract)

Journal ref IEEE Transactions on Visualization and Computer Graphics, vol. 31, no. 12, pp. 10384-10402, Dec. 2025

Centralized Reduction of Decentralized Stochastic Control Models and their weak-Feller Regularity

Omar Mrani-Zentar, Serdar Yüksel

专题命中 工作流自动化 ：agent(abstract)

Comments A summary of the results was presented in CDC'24