Scholar
Yankai Chen
Google Scholar ID: 5ZOi7UAAAAAJ
Postdoctoral Associate, Cornell University
Citations & Impact
Citations
972
H-index
17
i10-index
23
Publications
20
Co-authors
8
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Published 'Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies' at NeurIPS 2025
- Published 'AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees' at NeurIPS 2025
- Co-authored survey 'Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions' in EMNLP Findings 2025
- Published 'Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning' in EMNLP Findings 2025
- Co-authored survey 'A Survey of RAG-Reasoning Systems in Large Language Models' in EMNLP Findings 2025
Background
- Research interests lie in Data Mining for Information Retrieval and Knowledge Fusion
- Specific topics include: Graph-text fusion (e.g., graph language models, text-attributed graphs)
- LLM-related problems (e.g., personalized LLMs, retrieval-augmented generation)
- Information retrieval applications (e.g., search and recommender systems)
- Large-scale graph data mining and learning (e.g., graph neural networks, knowledge graphs, self-supervised graph learning)
- Efficient information retrieval (e.g., low-bit quantization, learning to hash)
