Runlin Lei

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

NeurIPS (2) ACL (1) ICLR (1)

Top co-authors

Zhewei Wei (4) Yaliang Li (2) Bolin Ding (2) Jingyu Chen (1) Jiarui Ji (1) Yuwei Hu (1) Zhen Wang (1) Yankai Lin (1) Yuchen Ren (1) Xu Chen (1)

Research topics

Deep Learning (4) Machine Learning (4) Architectures (4) Artificial Intelligence (3) Core AI (3) Core Methods (3) Learning Types · Machine Learning (3) Learning Types · Deep Learning (2) Computer Science (1) Foundations (1) Models (1) Optimization & Theory (1)

Keywords

graph neural network (4) node classification (2) polynomial filter (2) graph generation (1) network dynamics (1) message passing (1) spectral analysis (1) spectral graph theory (1) adversarial attack (1) spectral method (1) node embedding (1) text-attributed graph (1) graph contrastive learning (1) social graph (1) heterophilic graph (1) graph injection attack (1) agent simulation (1) large language model (1) multi-agent system (1) social graph generation (1)

Papers

LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025 Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level NeurIPS 2024 PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters ICLR 2024 EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks NeurIPS 2022