Journal: SIGKDD Explorations

Volume 26, Issue 2

1 -- 20Caleb Geren, Amanda Board, Gaby G. Dagher, Tim Andersen, Jun Zhuang. Blockchain for Large Language Model Security and Safety: A Holistic Survey
21 -- 43Baixiang Huang, Canyu Chen, Kai Shu. Authorship Attribution in the Era of LLMs: Problems, Methodologies, and Challenges
44 -- 53Dawei Li 0008, Zhen Tan 0001, Huan Liu 0001. Exploring Large Language Models for Feature Selection: A Data-centric Perspective
54 -- 59Min-Kyoung Kang. Causal inference under limited outcome observability: A case study with Pinterest Conversion Lift
60 -- 75Yingqian Cui, Jie Ren 0019, Han Xu 0002, Pengfei He, Hui Liu 0031, Lichao Sun 0001, Yue Xing 0002, Jiliang Tang. DiffusionShield: A Watermark for Data Copyright Protection against Generative Diffusion Models
76 -- 88Yingqian Cui, Jie Ren 0019, Yuping Lin, Han Xu 0002, Pengfei He, Yue Xing 0002, Lingjuan Lyu, Wenqi Fan, Hui Liu 0031, Jiliang Tang. FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models
89 -- 98Zichong Wang, Zhipeng Yin, Yuying Zhang, Liping Yang 0002, Tingting Zhang, Niki Pissinou, Yu Cai 0002, Shu Hu 0001, Yun Li 0005, Liang Zhao 0002, Wenbin Zhang 0002. Graph Fairness via Authentic Counterfactuals: Tackling Structural and Causal Challenges
99 -- 108Zichong Wang, Zhipeng Yin, Yuying Zhang, Liping Yang 0002, Tingting Zhang, Niki Pissinou, Yu Cai 0002, Shu Hu 0001, Yun Li 0005, Liang Zhao 0002, Wenbin Zhang 0002. FG-SMOTE: Towards Fair Node Classification with Graph Neural Network
109 -- 118Hua Tang, Chong Zhang, Mingyu Jin, Qinkai Yu, Zhenting Wang, Xiaobo Jin, Yongfeng Zhang, Mengnan Du. Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities

Volume 26, Issue 1

1 -- 18Hao Tian, Reza Zafarani. Higher-Order Networks Representation and Learning: A Survey
19 -- 23William Shiao, Evangelos E. Papalexakis. Synthetic data for learning-based knowledge discovery
24 -- 33Alex Alves Freitas. The Case for Hybrid Multi-Objective Optimisation in High-Stakes Machine Learning Applications
34 -- 48Zhibo Chu, Zichong Wang, Wenbin Zhang. Fairness in Large Language Models: A Taxonomic Survey
49 -- 58Tristan Allard, Hira Asghar, Gildas Avoine, Christophe Bobineau, Pierre Cauchois, Elisa Fromont, Anna Monreale, Francesca Naretto, Roberto Pellungrini, Francesca Pratesi, Marie-Christine Rousset, Antonin Voyez. Analyzing and explaining privacy risks on time series data: ongoing work and challenges