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Zhi-Qin John Xu — most-cited papers & profile · AI Agents
← authors
·
overview
Zhi-Qin John Xu
8
papers ·
75
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics
2022 · 74 citations
A deep learning-based model reduction (DeePMR) method for simplifying chemical kinetics
2022 · 1 citations
Small Initialization Matters for Large Language Models
2026
Unveiling the Mechanisms of Multi-Hop Reasoning in Transformers via Identity Bridge
2025
An Analysis for Reasoning Bias of Language Models with Small Initialization
2025
An Experimental Comparison Between Temporal Difference and Residual Gradient with Neural Network Approximation
2022
Understanding Time Series Anomaly State Detection through One-Class Classification
2024
Top co-authors
Feiyu Xiong
· 1
Hongkang Yang
· 1
Weinan E
· 1
Topics
Model Architecture
Training Techniques
cs.LG
Chemistry
Fine-Tuning
cs.CL
Physics ML
Policy Gradient
Value-Based
Safe RL