Publications

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

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

j.-zhang

• 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

Exploring Knowledge Conflicts for Faithful LLM Reasoning: Benchmark and Method

t.-zhao

• 2026-01-01 • 1 min read

Explainable Visual Question Answering: A Survey on Methods, Datasets and Evaluation

y.-wang

• 2026-01-01 • 1 min read

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

x.-zhang

• 2026-01-01 • 1 min read

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

x.-zhang

• 2026-01-01 • 1 min read

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

p.-li

• 2026-01-01 • 1 min read