KDD - arXivDaily 期刊&会议

2507.15042 2025-07-22 cs.AI cs.IR

DeRAG: Black-box Adversarial Attacks on Multiple Retrieval-Augmented Generation Applications via Prompt Injection

Jerry Wang, Fang Yu

机构 * Department of Management Information Systems, National ChengChi University（管理信息系，国立中正大学）

Comments Accepted by KDD Workshop on Prompt Optimization 2025

2406.12644 2025-07-22 cs.CL cs.AI

Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles

Devichand Budagam, Ashutosh Kumar, Mahsa Khoshnoodi, Sankalp KJ, Vinija Jain, Aman Chadha

机构 * Indian Institute of Technology Kharagpur（印度理工学院Khargapur分校）； Rochester Institute of Technology（罗切斯特理工学院）； Researcher, Fatima Fellowship（研究员，Fatima fellowship）； AI Institute, University of South Carolina（人工智能研究所，南卡罗来纳大学）； Amazon GenAI（亚马逊生成人工智能）； Stanford University（斯坦福大学）； James Silberrad Brown Center for AI, San Diego State University（詹姆斯·西伯拉德·布朗人工智能中心，圣地亚哥州立大学）

Comments 18 pages, 9 figures, KDD workshop on Prompt Optimization 2025

2306.17100 2025-07-22 cs.LG cs.AI

RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark

Federico Berto, Chuanbo Hua, Junyoung Park, Laurin Luttmann, Yining Ma, Fanchen Bu, Jiarui Wang, Haoran Ye, Minsu Kim, Sanghyeok Choi, Nayeli Gast Zepeda, André Hottung, Jianan Zhou, Jieyi Bi, Yu Hu, Fei Liu, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Davide Angioni, Wouter Kool, Zhiguang Cao, Qingfu Zhang, Joungho Kim, Jie Zhang, Kijung Shin, Cathy Wu, Sungsoo Ahn, Guojie Song, Changhyun Kwon, Kevin Tierney, Lin Xie, Jinkyoo Park

机构 * Leuphana University（吕贝克大学）； MIT（麻省理工学院）； Southeast University（东南大学）； Peking University（北京大学）； Bielefeld University（比勒菲尔德大学）； Nanyang Technological University（南洋理工大学）； Soochow University（苏州大学）； City University of Hong Kong（香港城市大学）； University of Brescia（布雷西亚大学）； ORTEC（ORTEC公司）； Singapore Management University（新加坡管理学院）； Brandenburg University of Technology（勃兰登堡技术大学）

Comments KDD 2025 Oral

2306.12033 2025-07-22 cs.LG cs.CV

Self-Tuning Self-Supervised Image Anomaly Detection

Jaemin Yoo, Lingxiao Zhao, Leman Akoglu

机构 * Carnegie Mellon University（卡内基梅隆大学）

Comments Accepted to KDD 2025

2507.14528 2025-07-22 cs.LG

Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference

Ilias Tsoumas, Dimitrios Bormpoudakis, Vasileios Sitokonstantinou, Athanasios Askitopoulos, Andreas Kalogeras, Charalampos Kontoes, Ioannis Athanasiadis

机构 * Artificial Intelligence Group, Wageningen University and Research（瓦赫宁根大学与研究所人工智能组）； BEYOND Centre, National Observatory of Athens（雅典国家天文台BEYOND中心）； Image Processing Laboratory (IPL), University of Valencia（瓦伦西亚大学图像处理实验室（IPL））

Comments Accepted at KDD 2025 Workshop on Causal Inference and Machine Learning in Practice

2507.14372 2025-07-22 cs.CL cs.AI cs.DB cs.HC

Text-to-SQL for Enterprise Data Analytics

Albert Chen, Manas Bundele, Gaurav Ahlawat, Patrick Stetz, Zhitao Wang, Qiang Fei, Donghoon Jung, Audrey Chu, Bharadwaj Jayaraman, Ayushi Panth, Yatin Arora, Sourav Jain, Renjith Varma, Alexey Ilin, Iuliia Melnychuk, Chelsea Chueh, Joyan Sil, Xiaofeng Wang

机构 * LinkedIn（领英）

Comments 11 pages, 8 figures, Workshop on Agentic AI for Enterprise at KDD '25

2506.11347 2025-07-22 cs.LG

Improving Group Robustness on Spurious Correlation via Evidential Alignment

Wenqian Ye, Guangtao Zheng, Aidong Zhang

机构 * University of Virginia（弗吉尼亚大学）

Comments Accepted at KDD 2025 (Research Track)