#hypergraph2 articles

2 articles

AIBullisharXiv – CS AI · 4h ago1

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MM-DeepResearch: A Simple and Effective Multimodal Agentic Search Baseline

Researchers introduce MM-DeepResearch, a multimodal AI agent that combines visual and textual reasoning for complex research tasks. The system addresses key challenges in multimodal AI through novel training methods including hypergraph-based data generation and offline search engine optimization.

AINeutralarXiv – CS AI · 4h ago1

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Heterophily-Agnostic Hypergraph Neural Networks with Riemannian Local Exchanger

Researchers propose HealHGNN, a novel Hypergraph Neural Network that addresses limitations in traditional networks when dealing with heterophilic hypergraphs. The system uses Riemannian geometry and adaptive local heat exchangers to enable better long-range dependency modeling with linear complexity.