Scholar
Zewen Liu
Google Scholar ID: 5e3SuMUAAAAJ
Emory University
Machine Learning
Graph Neural Networks
Epidemic Modeling
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Citations & Impact
All-time
Citations
135
H-index
6
i10-index
3
Publications
11
Co-authors
6
list available
Contact
Email
zewen.liu@emory.edu
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Publications
19 items
BOUNDARY_SYNC: Measuring Communication-Induced Representational Coupling in Multi-Agent LLM Systems
2026
Cited
0
Calibrating the Evaluator: Does Probability Calibration Mitigate Preference Coupling in LLM Agent Feedback Loops?
2026
Cited
0
Mapping the Evaluation Frontier: An Empirical Survey of the Bias-Reliability Tradeoff Across Eleven Evaluator-Agent Conditions
2026
Cited
0
EPC: A Standardized Protocol for Measuring Evaluator Preference Dynamics in LLM Agent Systems
2026
Cited
0
The Hidden Cost of Resampling: How Imbalance Correction Degrades Probability Calibration in Tree Ensembles
2026
Cited
0
The Contagion Tensor: A Framework for Measuring Output-Distribution Coupling in Multi-Agent LLM Systems -- and Auditing the Claims It Enables
2026
Cited
0
TMP: Tree-structured Mixed-policy Pruning for Large-scale Image Generation and Editing
2026
Cited
0
Memory Contagion: Cross-Temporal Propagation of Evaluator Bias via Agent Memory
2026
Cited
0
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Resume (English only)
Academic Achievements
[06/2025] Survey on graph differential equations accepted by KDD 2025
[05/2025] Paper 'Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph' accepted by ICML
[05/2025] Work on epidemic forecasting presented at SIAM International Conference on Data Mining (SDM25)
[06/2024] Survey on epidemic modeling accepted by KDD 2024
Developed Epilearn: A Python library for machine learning in epidemic modeling
Contributed to SymbolBench: A benchmark for symbolic expression discovery from time series with LLMs (to be released)
Co-authors
6 total
Wei Jin
Assistant Professor, Emory University
Max SY Lau
Emory University
Guancheng Wan
Computer Science, UCLA
B. Aditya Prakash
Associate Professor, Georgia Institute of Technology
Juntong Ni
Emory University
Kai Guo
Michigan State University