Zhongwang Zhang
7 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Research topics
Keywords
transformer model
(2)
neural network optimization
(2)
deep neural network
(2)
chain-of-thought reasoning
(1)
sample complexity
(1)
loss landscape
(1)
optimization theory
(1)
network optimization
(1)
stochastic differential equation
(1)
training dynamics
(1)
information seeking
(1)
parameter initialization
(1)
reasoning ability
(1)
compositional reasoning
(1)
theoretical guarantee
(1)
information flow
(1)
critical point
(1)
reasoning task
(1)
multi-step reasoning
(1)
large language model
(1)
Papers
Nested Browser-Use Learning for Agentic Information Seeking
ACL 2026
An Analysis for Reasoning Bias of Language Models with Small Initialization
ICML 2025
Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization
JMLR 2025
Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism
EMNLP 2025
Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing
NeurIPS 2024
Stochastic Modified Equations and Dynamics of Dropout Algorithm
ICLR 2024
Embedding Principle of Loss Landscape of Deep Neural Networks
NeurIPS 2021