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• Breaking the Resource Monopoly from Industries: Sustainable and Reliable LLM Serving by Recycling Outdated and Resource-Constrained GPUs

  Tianlong Chen

  28707-28707

  2025-04-11

• Automated, Interpretable, and Scalable Scientific Machine Learning

  Wuyang Chen

  28708-28708

  2025-04-11

• Adaptive Experimental Design to Accelerate Scientific Discovery and Engineering Design

  Aryan Deshwal

  28709-28709

  2025-04-11

• Multisensory Machine Intelligence

  Ruohan Gao

  28710-28710

  2025-04-11

• Advancements in AI for Reasoning with Complex Data

  Vivek Gupta

  28711-28711

  2025-04-11

• Mitigating Bias in Machine Learning: A Comprehensive Review and Novel Approaches

  Mahdi Khalili

  28712-28712

  2025-04-11

• Certified Trustworthiness in the Era of Large Language Models

  Linyi Li

  28713-28713

  2025-04-11

• From Large Language Models to Large Action Models: Reasoning and Planning with Physical World Knowledge

  Manling Li

  28714-28714

  2025-04-11

• Scalable and Trustworthy Learning in Heterogeneous Networks

  Tian Li

  28715-28715

  2025-04-11

• Every Opinion Matters: Evaluating and Building Models with Pluralistic Views

  Xiang Li

  28716-28716

  2025-04-11

• Learning Structured World Models From and For Physical Interactions

  Yunzhu Li

  28717-28718

  2025-04-11

• Harnessing Robust Statistics for Trustworthy AI

  Xiaorui Liu

  28719-28719

  2025-04-11

• Data Attribution: A Data-Centric Approach for Trustworthy AI Development

  Jiaqi Ma

  28720-28720

  2025-04-11

• Robots Learning Through Physical Interactive Intelligence

  Roberto Martín-Martín

  28721-28721

  2025-04-11

• Axioms for AI Alignment from Human Feedback

  Evi Micha

  28722-28722

  2025-04-11

• Bad AI, Good AI: Rethinking the Agency of Our Artificial Teammates

  Reuth Mirsky

  28723-28723

  2025-04-11

• Towards Robust, Efficient, and Practical Decision-Making: From Reward-Maximizing Deep Reinforcement Learning to Reward-Matching GFlowNets

  Ling Pan

  28724-28724

  2025-04-11

• Learning Language Structures Through Grounding

  Freda Shi

  28725-28725

  2025-04-11

• Persuasion for Social Good: How to Build and Break AI

  Weiyan Shi

  28726-28727

  2025-04-11

• Scalable, Sustainable, Generalizable, and Responsible AI for Public Sector

  Zheyuan Ryan Shi

  28728-28728

  2025-04-11

• Transforming Healthcare Decision Making Using Artificial Intelligence

  Shengpu Tang

  28729-28729

  2025-04-11

• Efficient and Robust Reinforcement Learning from Human Feedback

  Huazheng Wang

  28730-28730

  2025-04-11

• Representation Learning: A Causal Perspective

  Yixin Wang

  28731-28731

  2025-04-11

• Towards Trustworthy Machine Learning Under Distribution Shifts

  Jun Wu

  28732-28732

  2025-04-11

• Compression-Aware Computing for Scalable and Sustainable AI

  Zhaozhuo Xu

  28733-28733

  2025-04-11