期刊


刊名SIGKDD explorations
参考译名美国计算机学会知识发现与数据挖掘专业组探索
收藏年代2008～2024



全部

2008 2009 2010 2011 2012 2013
2014 2015 2016 2017 2018 2019
2020 2021 2022 2023 2024

2024, vol.26, no.1 2024, vol.26, no.2

题名作者出版年年卷期
Time Series Forecasting with LLMs: Understanding and Enhancing Model CapabilitiesHua Tang; Chong Zhang; Mingyu Jin; Qinkai Yu; Zhenting Wang; Xiaobo Jin; Yongfeng Zhang; Mengnan Du20242024, vol.26, no.2
FG-SMOTE: Towards Fair Node Classification with Graph Neural NetworkZichong Wang; Zhipeng Yin; Yuying Zhang; Liping Yang; Tingting Zhang; Niki Pissinou; Yu Cai; Shu Hu; Yun Li; Liang Zhao; Wenbin Zhang20242024, vol.26, no.2
Graph Fairness via Authentic Counterfactuals: Tackling Structural and Causal ChallengesZichong Wang; Zhipeng Yin; Fang Liu; Zhen Liu; Christine Lisetti; Rui Yu; Shaowei Wang; Jun Liu; Sukumar Ganapati; Shuigeng Zhou; Wenbin Zhang20242024, vol.26, no.2
FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion ModelsYingqian Cui; Jie Ren; Yuping Lin; Han Xu; Pengfei He; Yue Xing; Lingjuan Lyu; Wenqi Fan; Hui Liu; Jiliang Tang20242024, vol.26, no.2
DiffusionShield: A Watermark for Data Copyright Protection against Generative Diffusion ModelsYingqian Cui; Jie Ren; Han Xu; Pengfei He; Hui Liu; Lichao Sun; Yue Xing; Jiliang Tang20242024, vol.26, no.2
Causal inference under limited outcome observability: A case study with Pinterest Conversion LiftMin Kyoung Kang20242024, vol.26, no.2
Exploring Large Language Models for Feature Selection: A Data-centric PerspectiveDawei Li; Zhen Tan; Huan Liu20242024, vol.26, no.2
Authorship Attribution in the Era of LLMs: Problems, Methodologies, and ChallengesBaixiang Huang; Canyu Chen; Kai Shu20242024, vol.26, no.2
Blockchain for Large Language Model Security and Safety: A Holistic SurveyCaleb Geren; Amanda Board; Gaby G. Dagher; Tim Andersen; Jun Zhuang20242024, vol.26, no.2
Analyzing and explaining privacy risks on time series data: ongoing work and challengesTristan Allard; Hira Asghar; Gildas Avoine; Christophe Bobineau; Pierre Cauchois; Elisa Fromont; Anna Monreale; Francesca Naretto; Roberto Pellungrini; Francesca Pratesi; Marie-Christine Rousset; Antonin Voyez20242024, vol.26, no.1
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