Journal: SIGKDD Explorations

Volume 27, Issue 2

1 -- 12Archer Amon, Zhipeng Yin, Zichong Wang, Avash Palikhe, Tongjia Yu, Wenbin Zhang 0002. Uncertain Boundaries: Multidisciplinary Approaches to Copyright Issues in Generative AI
13 -- 34Vanessa Ortiz, Alexandria Bates, Gaby G. Dagher, Jun Zhuang 0004, Tim Andersen. Mapping Deep Learning to Blockchain Security: A Survey
35 -- 42Rui Liu, Tao Zhe, Zhong-Ren Peng, Necati Catbas, Xinyue Ye, Dongjie Wang, Yanjie Fu. Urban Planning in the Age of Agentic AI: Emerging Paradigms and Prospects
43 -- 61Yu-Neng Chuang, Songchen Li, Jiayi Yuan 0001, Guanchu Wang, Kwei-Herng Lai, Songyuan Sui, Leisheng Yu, Sirui Ding, Chia-Yuan Chang 0002, Alfredo Costilla-Reyes, Daochen Zha, Xia Hu 0001. LTSM-Bundle: A Toolbox and Benchmark on Large Language Models for Time Series Forecasting
62 -- 78Tiejin Chen, Wenwang Huang, Linsey Pang, Dongsheng Luo, Hua Wei 0001. Are Classification Robustness and Explanation Robustness Really Strongly Correlated? An Analysis Through Input Loss Landscape
79 -- 87Haiyan Zhao 0003, Fan Yang 0023, Bo Shen, Ali Payani, Himabindu Lakkaraju, Mengnan Du. Towards Uncovering How Large Language ModelsWork: An Interpretability Perspective
88 -- 96Lihui Liu, Kai Shu. Unifying Knowledge in Agentic LLMs: Concepts, Methods, and Recent Advancements
97 -- 106Qian Ma 0012, Hongliang Chi, Hengrui Zhang, Kay Liu, Zhiwei Zhang, Lu Cheng 0001, Suhang Wang, Philip S. Yu, Yao Ma 0001. Overcoming Pitfalls in Graph Contrastive Learning Evaluation: Toward Comprehensive Benchmarks
107 -- 116Kai Mei, Wujiang Xu, Minghao Guo, Shuhang Lin, Yongfeng Zhang 0003. OmniRouter: Budget and Performance Controllable Multi-LLM Routing
117 -- 123Mykola Pechenizkiy, Stiven S. Dias. Introduction to The Special Section on Safe AI
124 -- 131Scot Davidson, Oseghale Igene, Paul Miller. Assuring the Case: A Safety Engineering Approach to AI-Enabled Systems
132 -- 141Xiaotian Xue, Chao Huang, Koji Tsuda, Diptesh Das. DT-sampler: A SAT-based Decision Tree Ensemble
142 -- 148Alexander Liu, Sibylle Hess. SpaCE-VAE: Sparse and Confident Explanations usingVariational Autoencoders
149 -- 155Leandra A. Soares, Marcos Vinicius S. Medeiros, Aldo A. Díaz-Salazar. Explaining Embedding-Based Matching of Hand-DrawnBinary Symbols with Grad-CAM: A Case Study on CattleBrands
156 -- 167Stiven S. Dias, Marcelo G. S. Bruno, Alberto F. De Souza. A Non-Parametric Bayesian Approach Towards OnlineSequence Learning

Volume 27, Issue 1

1 -- 9Zihao Li, Ruixiang Tang, Lu Cheng 0001, Shuaiqiang Wang, Dawei Yin, Mengnan Du. DBR: Divergence-Based Regularization for Debiasing Natural Language Understanding Models
10 -- 19Dong Shu, Chong Zhang 0006, Mingyu Jin, Zihao Zhou, Lingyao Li. AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models
20 -- 31Zhaoyang Cao, John Nguyen, Reza Zafarani. Is Less Really More? Fake News Detection with Limited Information
32 -- 51Konstantinos Theocharidis, Hady W. Lauw. The b2biers System: A Content-Based Perspective on Maximizing Influence and Subscription in Social Networks
52 -- 61Jaime Hieu Do, Hady W. Lauw. Dual-Target Disjointed Cross-Domain Recommendation Mediated via Latent User Preferences
62 -- 71Jianchao Ji, Yutong Chen, Mingyu Jin, Wujiang Xu, Wenyue Hua, Yongfeng Zhang. MoralBench: Moral Evaluation of LLMs
72 -- 111Ludovic Arga, François Bélorgey, Arnaud Braud, Romain Carbou, Nathalie Charbonniaud, Catherine Colomes, Lionel Delphin-Poulat, David Excoffier, Christel Fauché, Thomas George, Frédéric Guyard, Thomas Hassan, Quentin Lampin, Vincent Lemaire 0001, Pierre Nodet, Pawel Piotrowski, Krzysztof Sapiejewski, Emilie Sirvent-Hien, Tamara Tosic. Frugal AI: Introduction, Concepts, Development and Open Questions
112 -- 123Guanchu Wang, Yuzhong Chen, Huiyuan Chen, Xiran Fan, Junpeng Wang 0001, Xiaoting Li 0001, Mingzhi Hu, Chia-Yuan Chang 0002, Xia Hu 0001. Advancing Table Understanding of Large Language Models via Feature Re-ordering
124 -- 136Lihui Liu, Zihao Wang 0001, Hanghang Tong. Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective
137 -- 155Yifan Ding, Michael Yankoski, Tim Weninger. Span-Oriented Information Extraction: A Unified Framework