Binghui Li
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
ICLR (2)
ACL (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(1)
adversarial robustness
(1)
knowledge transfer
(1)
stance detection
(1)
cross-lingual transfer
(1)
chain-of-thought reasoning
(1)
vc dimension
(1)
expressive power
(1)
generalization capability
(1)
adversarial example
(1)
robust generalization
(1)
cross-lingual stance detection
(1)
chain-of-thought alignment
(1)
neural network
(1)
Papers
A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment
ACL 2025
Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks
ICLR 2025
Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data
ICLR 2025
On the Clean Generalization and Robust Overfitting in Adversarial Training from Two Theoretical Views: Representation Complexity and Training Dynamics
ICML 2025
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power
NIPS 2022