Qingkai Zeng
Scholar

Qingkai Zeng

Google Scholar ID: Z9R_5-wAAAAJ
Assistant Professor, Nankai University; University of Notre Dame
data miningnatural language processingknowledge graphlarge language models
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,045
 
H-index
16
 
i10-index
28
 
Publications
20
 
Co-authors
20
list available
Contact
Emailqzengnkcs@gmail.comCVOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
16 items
Understanding Chain-of-Thought Effectiveness in Code Generation: An Empirical and Information-Theoretic Analysis
2025
Cited
0
Instant Personalized Large Language Model Adaptation via Hypernetwork
2025
Cited
0
Structure-R1: Dynamically Leveraging Structural Knowledge in LLM Reasoning through Reinforcement Learning
2025
Cited
0
From Personal to Collective: On the Role of Local and Global Memory in LLM Personalization
2025
Cited
0
DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning
2025
Cited
0
Pre-trained Models Perform the Best When Token Distributions Follow Zipf's Law
2025
Cited
0
GUARD:Dual-Agent based Backdoor Defense on Chain-of-Thought in Neural Code Generation
2025
Cited
0
Graph Foundation Models: A Comprehensive Survey
2025
Cited
0
Resume (English only)
Co-authors
20 total
Meng Jiang
Meng Jiang
University of Notre Dame
Zhaoxuan Tan
Zhaoxuan Tan
University of Notre Dame
Jane Cleland-Huang
Jane Cleland-Huang
University of Notre Dame
Zheyuan Liu
Zheyuan Liu
University of Notre Dame
Zhihan Zhang
Zhihan Zhang
PhD student, University of Notre Dame
Co-author 6
Co-author 6
Zhenyu Wu
Zhenyu Wu
PhD student, Xi'an Jiaotong University
Tim Weninger
Tim Weninger
Frank M. Freimann Collegiate Professor of Engineering at University of Notre Dame