Mufei Li

4 papers · 2025–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 📈 Trend Setter

Venues

ICLR (3) ICML (1)

Top co-authors

Pan Li (3) Eli Chien (2) Zhaodong Wang (1) Changhai Man (1) Xiangxiang Zeng (1) Tengfei Ma (1) Srinivas (1) Yijun Wang (1) Xiang Song (1) Bo Li (1)

Research topics

Artificial Intelligence (3) Core AI (3) Computer Science (1) Deep Learning (1) Machine Learning (1) Natural Language Processing (1) Applications (1) Core Methods (1) Foundations (1) Learning Types (1) Models (1)

Keywords

graph generation (1) knowledge graph (1) bipartite graph (1) knowledge graph embedding (1) language model (1) surrogate model (1) minority group (1) retrieval-augmented generation (1) hallucination reduction (1) privacy leakage (1) directed acyclic graph (1) membership inference attack (1) knowledge graph completion (1) personally identifiable information (1) subgraph retrieval (1) fidelity evaluation (1) path-based explanation (1) synergistic reasoning (1) perturbation-based search (1) autoregressive diffusion model (1)

Papers

LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation ICLR 2025 Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation ICLR 2025 Towards Synergistic Path-based Explanations for Knowledge Graph Completion: Exploration and Evaluation ICLR 2025 Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning ICML 2025