Tao Jia

MIARec: Mutual-influence-aware Heterogeneous Network Embedding for Scientific Paper Recommendation

2025 · arXiv.org

With the rapid expansion of scientific literature, scholars increasingly demand precise and high-quality paper recommendations. Among various recommendation methodologies, graph-based approaches have garnered attention by effectively exploiting the structural characteristics inherent in scholarly networks. However, …

Effectiveness evaluation of data link based on the improved grey interval correlation degree

2016

To solve the problem of the fuzzy multiple attribute decision making, the improved grey interval correlation degree was proposed. In the improved method, the attribute values took the form of the interval numbers; it proposed …

Semantic Time-Geographic Modelling and Analysis

2024 · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences

Abstract. Time geography is a powerful framework that provides a set of well-defined space-time entities and relationships for representing human activity-travel behaviors under various space-time constraints. The classical time-geographic framework focuses on only the geometric …

Learning to Compress Graphs via Dual Agents for Consistent Topological Robustness Evaluation

2026 · Proceedings of the AAAI Conference on Artificial Intelligence

As graph-structured data grow increasingly large, evaluating their robustness under adversarial attacks becomes computationally expensive and difficult to scale. To address this challenge, we propose to compress graphs into compact representations that preserve both topological …