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TitleStatusHype
oneDAL Optimization for ARM Scalable Vector Extension: Maximizing Efficiency for High-Performance Data Science—0
Explain with Visual Keypoints Like a Real Mentor! A Benchmark for Multimodal Solution Explanation—0
Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning—0
Large (Vision) Language Models are Unsupervised In-Context LearnersCode1
MegaMath: Pushing the Limits of Open Math CorporaCode2
BlenderGym: Benchmarking Foundational Model Systems for Graphics EditingCode1
Cross-Lingual Consistency: A Novel Inference Framework for Advancing Reasoning in Large Language Models—0
How Difficulty-Aware Staged Reinforcement Learning Enhances LLMs' Reasoning Capabilities: A Preliminary Experimental Study—0
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning—0
Hawkeye:Efficient Reasoning with Model Collaboration—0
Brains vs. Bytes: Evaluating LLM Proficiency in Olympiad Mathematics—0
Investigating Large Language Models in Diagnosing Students' Cognitive Skills in Math Problem-solving—0
Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies AheadCode2
Entropy-Based Adaptive Weighting for Self-TrainingCode1
An extrapolated and provably convergent algorithm for nonlinear matrix decomposition with the ReLU functionCode0
DebFlow: Automating Agent Creation via Agent Debate—0
ToRL: Scaling Tool-Integrated RLCode3
Learning to Reason for Long-Form Story GenerationCode2
QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks?Code1
CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning ModelsCode2
ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning ModelsCode1
Proof or Bluff? Evaluating LLMs on 2025 USA Math Olympiad—0
Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language ModelsCode0
Effective Skill Unlearning through Intervention and AbstentionCode0
Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators—0
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