Paper-Conference

SketchVL: Policy Optimization via Fine-Grained Credit Assignment for Chart Understanding and More

m.-huang
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PhysPRM: A Generative Process Reward Model with Fine-grained Diagnosis for Physics Problem Solving

y.-dong
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OptiVerse: A Comprehensive Benchmark towards Optimization Problem Solving

x.-zhang
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Neurodynamics-Driven Coupled Neural P Systems for Multi-Focus Image Fusion

b.-li
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MUR: Momentum Uncertainty guided Reasoning for Large Language Models

h.-yan
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MAXS: Meta-Adaptive Exploration with LLM Agents

j.-zhang
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MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization

j.-zhang
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MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning

j.-zhang
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Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents

y.-li
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GeoLaux: A Benchmark for Evaluating MLLMs Geometry Performance on Long-Step Problems Requiring Auxiliary Lines

y.-fu
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