James Thompson

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upvoted 8 papers 4 months ago

Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation

Paper • 2509.25849 • Published Sep 30, 2025 • 47

Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval

Paper • 2509.21710 • Published Sep 26, 2025 • 18

EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning

Paper • 2509.20360 • Published Sep 24, 2025 • 17

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2, 2025 • 80

ATLAS: Decoupling Skeletal and Shape Parameters for Expressive Parametric Human Modeling

Paper • 2508.15767 • Published Aug 21, 2025 • 17

No Label Left Behind: A Unified Surface Defect Detection Model for all Supervision Regimes

Paper • 2508.19060 • Published Aug 26, 2025 • 11

HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning

Paper • 2509.08519 • Published Sep 10, 2025 • 128

Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration

Paper • 2509.14760 • Published Sep 18, 2025 • 53

upvoted 9 papers 8 months ago

Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL

Paper • 2505.02391 • Published May 5, 2025 • 25

Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis

Paper • 2505.09358 • Published May 14, 2025 • 26

COMPACT: COMPositional Atomic-to-Complex Visual Capability Tuning

Paper • 2504.21850 • Published Apr 30, 2025 • 27

Softpick: No Attention Sink, No Massive Activations with Rectified Softmax

Paper • 2504.20966 • Published Apr 29, 2025 • 31

FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models

Paper • 2505.02735 • Published May 5, 2025 • 33

Optimizing Anytime Reasoning via Budget Relative Policy Optimization

Paper • 2505.13438 • Published May 19, 2025 • 36

A Survey on Inference Engines for Large Language Models: Perspectives on Optimization and Efficiency

Paper • 2505.01658 • Published May 3, 2025 • 39

Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math

Paper • 2504.21233 • Published Apr 30, 2025 • 49

Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models

Paper • 2505.14810 • Published May 20, 2025 • 62

upvoted a paper 9 months ago

Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21, 2025 • 88