J. Liu

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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GKG-LLM: A unified framework for generalized knowledge graph construction

j.-zhang
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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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Exploring Knowledge Conflicts for Faithful LLM Reasoning: Benchmark and Method

t.-zhao
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Explainable Visual Question Answering: A Survey on Methods, Datasets and Evaluation

y.-wang
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Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving

x.-zhang
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Beyond Layer-Wise Merging: Chain-of-Merging for Vision-Language Models

x.-zhang
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AGT^AO: Robust and Stabilized LLM Unlearning via Adversarial Gating Training with Adaptive Orthogonality

p.-li
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