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


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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