Paper-Conference

Logic-Aware Knowledge Graph Reasoning for Structural Sparsity under LLM Supervision

y.-pan
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Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models

f.-xu
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GlFoMR: A Glance-then-Focus Multimodal Reasoning Framework for Diagram Question Answering

y.-wang
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Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning

f.-xu
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EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding

m.-huang
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Diagram-driven course questions generation

x.-zhang
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Deliberation on Priors: Trustworthy Reasoning of LLMs on Knowledge Graphs

j.-ma
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Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation

f.-xu
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Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models

j.-ma
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Cognitive Predictive Coding Network: Rethinking the Generalization in Raven Progressive Matrices

x.-zhang
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