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KOALA: Knowledge of Optimization and Learning Algorithms for Healthcare
Kai Wang
2026 AAAI
Graph-based Label-Efficient Learning: When Graph-Structured Data Meets Limited Labels
Zixing Song
2026 AAAI
Data-Efficient and Contact-Rich Manipulation Through Diffusion Augmentation and Vision-Language Models
Daniel Seita
2026 AAAI
Toward Trustworthy AI for Decision Making in Population Health
Alexander Rodríguez
2026 AAAI
Cross-Modal Knowledge Transfer in Time Series AI via Large Vision Models
Jingchao Ni
2026 AAAI
Towards Aligned and Efficient Large Language Models
Yu Meng
2026 AAAI
Learning from Imperfect Data: Incremental Learning and Few-shot Learning
Yaoyao Liu
2026 AAAI
All-Purpose Mean Estimation over R
Jasper C.H. Lee
2026 AAAI
Breaking the Resource Monopoly: LLM Post-Training and Serving with Modest Data and Compute
Jiaxin Huang
2026 AAAI
Scaling Human-Centric Trustworthy Foundation Model via Advanced Reasoning and Agentic Frameworks
Yi Ren (May) Fung
2026 AAAI
Teach AI What It Doesn’t Know
Xuefeng Du
2026 AAAI
Augmenting Human Creativity with Machine Learning
Hao-Wen Dong
2026 AAAI
Unlocking the Power of Large Multimodal Models for Robot Learning: Robustness, Generalization, and Opportunities
Mingyu Ding
2026 AAAI
Towards Human-centered Proactive Conversational AI
Yang Deng
2026 AAAI
Bridging Public Health with Clinical Decisions from a Data Centric Perspective
Jiaming Cui
2026 AAAI
Beyond Neuron-Level Sparsity: Achieving Faithful and Interpretable LLMs with Mixture of Decoders
Grigorios Chrysos
2026 AAAI
Towards Agents That Exhibit Human-Like Autonomy in Complex Environments
Rohan Chandra
2026 AAAI
Towards Trustworthy Multimodal AI Systems
Chirag Agarwal
2026 AAAI
Right Looks, Wrong Reasons: Compositional Fidelity in Text-to-Image Generation
Mayank Vatsa, Aparna Bharati, Richa Singh
2026 AAAI
Voting in Divisible Settings: A Survey
Warut Suksompong, Nicholas Teh
2026 AAAI
Scaling Up AI Alignment
Aarti Singh
2026 AAAI
Implications for AI Research: Applying Lessons from the Expert Systems Boom and Bust to the Current Large-Language Model Boom
Ted Senator
2026 AAAI
10 Open Challenges Steering the Future of Vision-Language-Action Models
Soujanya Poria, Navonil Majumder, Chia-Yu Hung et al.
2026 AAAI
Why Isn’t Relational Learning Taking Over the World?
David Poole
2026 AAAI
Is Word Sense Disambiguation Dead in the LLM Era?
Roberto Navigli
2026 AAAI