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• Near-Optimal Offline Reinforcement Learning via Double Variance Reduction
  2021 · 18 citations
• Assessing Automated Fact-Checking for Medical LLM Responses with Knowledge Graphs
  2025 · 1 citations
• Optimal Uniform OPE and Model-based Offline Reinforcement Learning in Time-Homogeneous, Reward-Free and Task-Agnostic Settings
  2021 · 1 citations
• Which Agent Causes Task Failures And When? On Automated Failure Attribution Of LLM Multi-agent Systems
  2025
• MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs
  2025
• Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation
  2025
• Complex Logical Instruction Generation
  2025
• Humanity's Last Exam
  2025
• Offline Policy Evaluation for Reinforcement Learning with Adaptively Collected Data
  2023
• Bases for optimising stabiliser decompositions of quantum states
  2023
• Fast Best-of-N Decoding via Speculative Rejection
  2024
• NumCoKE: Ordinal-Aware Numerical Reasoning over Knowledge Graphs with Mixture-of-Experts and Contrastive Learning
  2024
• LoBAM: LoRA-Based Backdoor Attack on Model Merging
  2024