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• Teach AI What It Doesn’t Know

  Xuefeng Du

  39820-39820

  2026-03-14

• Scaling Human-Centric Trustworthy Foundation Model via Advanced Reasoning and Agentic Frameworks

  Yi Ren (May) Fung

  39821-39821

  2026-03-14

• Breaking the Resource Monopoly: LLM Post-Training and Serving with Modest Data and Compute

  Jiaxin Huang

  39822-39822

  2026-03-14

• All-Purpose Mean Estimation over R

  Jasper C.H. Lee

  39823-39824

  2026-03-14

• Learning from Imperfect Data: Incremental Learning and Few-shot Learning

  Yaoyao Liu

  39825-39825

  2026-03-14

• Towards Aligned and Efficient Large Language Models

  Yu Meng

  39826-39826

  2026-03-14

• Cross-Modal Knowledge Transfer in Time Series AI via Large Vision Models

  Jingchao Ni

  39827-39828

  2026-03-14

• Toward Trustworthy AI for Decision Making in Population Health

  Alexander Rodríguez

  39829-39829

  2026-03-14

• Data-Efficient and Contact-Rich Manipulation Through Diffusion Augmentation and Vision-Language Models

  Daniel Seita

  39830-39830

  2026-03-14

• Graph-based Label-Efficient Learning: When Graph-Structured Data Meets Limited Labels

  Zixing Song

  39831-39831

  2026-03-14

• KOALA: Knowledge of Optimization and Learning Algorithms for Healthcare

  Kai Wang

  39832-39833

  2026-03-14

• From Few-Shot Learning to Data-Efficient Intelligence

  Yaqing Wang

  39834-39835

  2026-03-14

• From Representation to Reasoning: Toward General-Purpose Visual Intelligence

  Chen Wei

  39836-39837

  2026-03-14

• Safe Reinforcement Learning for Trustworthy AI: Theory, Algorithms, and Applications

  Honghao Wei

  39838-39838

  2026-03-14

• Efficient Model Specialization via Training-time and Test-time Adaptation

  Huanrui Yang

  39839-39840

  2026-03-14

• Toward Causal Foundation World Models: From Representation to Decision-Making

  Mengyue Yang

  39841-39841

  2026-03-14

• Deep Model Reuse: Paving the Way for Efficient and Generalizable AI Systems

  Xingyi Yang

  39842-39843

  2026-03-14

• Towards Continually-Evolving AI: Selective and Expandable Multimodal Memory System

  Jaehong Yoon

  39844-39845

  2026-03-14

• Towards Robust, Reliable, and Generalized Medical AI

  Chenyu You

  39846-39846

  2026-03-14

• Reinforcement Learning Without Explicit Rewards: Theory and Practice

  Weitong Zhang

  39847-39847

  2026-03-14

• Towards Inclusive AI: Advancing Multilingual Large Language Models

  Wenxuan Zhang

  39848-39848

  2026-03-14

• Toward Controllable and Trustworthy LLM Reasoning: From Failure Mapping to Cognition-inspired Control and Real-world Impact

  Ben Zhou

  39849-39850

  2026-03-14

• La VIDA: Towards a Motivated Goal Reasoning Agent (Abstract Reprint)

  Ursula Addison

  39852-39852

  2026-03-14

• Analysing Satellite Imagery Classification Under Spatial Domain Shift Across Geographic Regions (Abstract Reprint)

  Sara A. Al-Emadi, Yin Yang, Ferda Ofli

  39853-39853

  2026-03-14

• A Selective Under-Sampling (SUS) Method for Imbalanced Regression (Abstract Reprint)

  Jovana Aleksic, Miguel García-Remesal

  39854-39854

  2026-03-14