Enterprise AI Agents: From Prototypes to Production

More workshops at ACM SIGKDD Conference on Knowledge Discovery and Data Mining 2026

• AI in Computational Advertising — A long-running industry-academic KDD workshop on ML for digital advertising: bidding strategies, creative optimization, attribution...
• Evaluation and Trustworthiness of Agentic AI — Focuses on benchmarking and evaluation methodology for AI agents - what it means for an...
• AI for Cognitive and Mental Health Support — Covers machine learning applications for mental health: depression and anxiety detection from text and wearables,...
• Data Mining in Bioinformatics — One of the longest-running workshops at KDD, covering machine learning for genomics, proteomics, drug discovery,...
• Data-driven Decision Making for Public Health — Brings together data scientists and public health researchers to address epidemic forecasting, health equity, hospital...
• Ethical Artificial Intelligence: Methods and Applications — Examines fairness, accountability, and transparency in data mining and machine learning systems, with applied tracks...
• Graph Machine Learning for the Large Model Era — Explores how large pre-trained models and graph neural networks can be combined to advance knowledge...
• Personal Intelligence in Agentic AI Era — Explores personalized AI systems that learn individual preferences, adapt to user contexts, and act as...
• Reliable Scientific Foundation Models — Addresses reliability and grounding challenges for foundation models applied to scientific domains - how to...
• Secure and Trustworthy Large Language Models — Covers adversarial attacks on LLMs, prompt injection, jailbreaking, watermarking, privacy-preserving inference, and evaluation frameworks for...
• Urban Computing — A flagship KDD satellite workshop on mining and learning from urban data - mobility patterns,...