Mingyang Wang

NovSRC: A Novelty-Oriented Scientific Collaborators Recommendation Model

2024 · International Journal of Advanced Computer Science and Applications

—Collaborator recommendation is a crucial topic in research management. This paper proposes a Novelty-Oriented Scientific Research Collaborator recommendation model (NovSRC). By recommending collaborators under the guidance of novel indicators, NovSRC aims to broaden scholars' research …

HeMGNN: Heterogeneous Network Embedding Based on a Mixed Graph Neural Network

2023 · Electronics

Network embedding is an effective way to realize the quantitative analysis of large-scale networks. However, mainstream network embedding models are limited by the manually pre-set metapaths, which leads to the unstable performance of the model. …

BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning

2024 · arXiv (Cornell University)

This paper introduces BMIKE-53, a comprehensive benchmark for cross-lingual in-context knowledge editing (IKE) across 53 languages, unifying three knowledge editing (KE) datasets: zsRE, CounterFact, and WikiFactDiff. Cross-lingual KE, which requires knowledge edited in one language …

On the Entity-Level Alignment in Crosslingual Consistency

2025 · arXiv (Cornell University)

Multilingual large language models (LLMs) are expected to recall factual knowledge consistently across languages. However, the factors that give rise to such crosslingual consistency -- and its frequent failure -- remain poorly understood. In this …