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• Trustworthy Autonomy Without Human Intervention in Uncertain Domains

  Michelle Ho

  41052-41053

  2026-03-14

• Time-Series Anomaly Detection with Graph-Based Self-Supervised Learning and Foundation Models: Towards Real-World Applications

  Thi Kieu Khanh Ho

  41054-41055

  2026-03-14

• Learning to Transform: Unifying Latent Geometric Shape and Appearance Representations in Healthcare Imaging

  Tonmoy Hossain

  41056-41057

  2026-03-14

• Multimodal Tabular Data Learning

  Jun-Peng Jiang

  41058-41059

  2026-03-14

• Ethical Decision-making with AI: Value Alignment and the Role of Reasoning

  Samarth Khanna

  41060-41061

  2026-03-14

• Towards Robust and Interpretable Event–Frame Fusion for Autonomous Driving

  Dongyue Lu

  41062-41063

  2026-03-14

• Multi-Robot Learning from Human Feedback

  Connor Mattson

  41064-41065

  2026-03-14

• Memorization and Expressivity in Transformers: A Learning-Theoretic Perspective

  Maxime Meyer

  41066-41067

  2026-03-14

• Towards Robust Human–AI Decision-Making via Learning-to-Defer

  Yannis Montreuil

  41068-41069

  2026-03-14

• Creating Generalizable Data-Driven Approaches for Biodiversity Monitoring via Acoustics

  Thomas Napier

  41070-41071

  2026-03-14

• Learning More from Less: Resource-Constrained Generative AI for Classification, Generation, and Personalization

  Aniket Roy

  41072-41073

  2026-03-14

• Exploiting Graph-Based Structural Priors for Visual Recognition

  Depanshu Sani

  41074-41075

  2026-03-14

• Formal Verification of Neural ODE for Safety Evaluation in Autonomous Vehicles

  Abdelrahman Sayed Sayed

  41076-41077

  2026-03-14

• Next Generation of Empirical Performance Prediction

  Hadar Shavit

  41078-41079

  2026-03-14

• Efficient Robot Learning from Diverse Data

  Chang Shi

  41080-41081

  2026-03-14

• Designing Incentives for Networked Multi-agent Systems

  Xinwei Song

  41082-41083

  2026-03-14

• Wearable Intelligence for Healthcare Robotics: From Brain Activity to Body Movements

  Jiankai Sun

  41084-41085

  2026-03-14

• Economics of Content Creation with Generative AI

  Boaz Taitler

  41086-41087

  2026-03-14

• Value-Driven Memory-Augmented Generation for Agentic LLMs: Towards Structured and Adaptive Knowledge Utilization

  Cassandra Hui-Ming Tan

  41088-41089

  2026-03-14

• Factuality Evaluation Using Reasoning and World Modeling

  Sachin Vashistha

  41090-41091

  2026-03-14

• Learning Through Concepts: Hierarchies, Logic and Reasoning

  Deepika SN Vemuri

  41092-41093

  2026-03-14

• Improve Molecular Conformation Modeling with Geometric Deep Learning

  Fanmeng Wang

  41094-41095

  2026-03-14

• Trustworthy AI-Assisted Programming: Detection and Repair of Unreliable Code

  Jian Wang

  41096-41097

  2026-03-14

• On the Computational Tractability of Probabilistic Global and Local Sufficient Explanation

  Xiliang Yang

  41098-41099

  2026-03-14

• Optimisation Problems in Constrained Machine Learning

  Ruihan Zhang

  41100-41101

  2026-03-14