Paper-Conference

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

m.-huang

• 2026-01-01 • 1 min read

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

y.-dong

• 2026-01-01 • 1 min read

OptiVerse: A Comprehensive Benchmark towards Optimization Problem Solving

x.-zhang

• 2026-01-01 • 1 min read

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

b.-li

• 2026-01-01 • 1 min read

MUR: Momentum Uncertainty guided Reasoning for Large Language Models

h.-yan

• 2026-01-01 • 1 min read

MAXS: Meta-Adaptive Exploration with LLM Agents

j.-zhang

• 2026-01-01 • 1 min read

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

j.-zhang

• 2026-01-01 • 1 min read

MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning

j.-zhang

• 2026-01-01 • 1 min read

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

y.-li

• 2026-01-01 • 1 min read

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

y.-fu

• 2026-01-01 • 1 min read