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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Hong-Yi Nie

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Book Open access Nov 2026

TRACE: Tracing Temporal Constraints for Complex Temporal Knowledge Graph Question Answering

Complex temporal knowledge graph question answering (TKGQA) requires composing multiple time-dependent facts under constraints such as validity intervals, temporal ordering, overlap, and set-style operations. Recent LLM-based approaches improve temporal reasoning through retrieval, decomposition, or planning, but the t...

Shi-Qi Fan, Shi-Yue Li, Xiang-Zhi Mao et al. · 0 citations
Conference Open access Sep 2026

BotVA: Combating Social Bots via Variational Feature Augmentation and Adversarial Graph Learning

Experiments on three benchmarks demonstrate that BotVA achieves state-of-the-art accuracy and F1-score, exhibits strong robustness under camouflage perturbations, and maintains competitive performance with limited supervision.

Long-Long Zhang, Xi Wang, Hong-Yi Nie et al. · 0 citations

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