Zhi-Qin John Xu
5 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
EMNLP (1)
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
neural network optimization
(2)
transformer model
(2)
training dynamics
(1)
parameter initialization
(1)
reasoning ability
(1)
compositional reasoning
(1)
information flow
(1)
relu neural network
(1)
multi-step reasoning
(1)
infinite-width limit
(1)
large language model
(1)
phase diagram
(1)
symbolic reasoning
(1)
buffer mechanism
(1)
chain-of-thought reasoning
(1)
Papers
Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism
EMNLP 2025
An Analysis for Reasoning Bias of Language Models with Small Initialization
ICML 2025
Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing
NIPS 2024
Stochastic Modified Equations and Dynamics of Dropout Algorithm
ICLR 2024
Phase Diagram for Two-layer ReLU Neural Networks at Infinite-width Limit
JMLR 2021