Shuo Xie
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Venues
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Research topics
Machine Learning
(6)
Natural Language Processing
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Resources & Methods
(3)
Mathematics & Optimization
(2)
Core AI
(2)
Optimization
(2)
Deep Learning
(1)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Keywords
reward modeling
(1)
transfer learning
(1)
direct preference optimization
(1)
convergence analysis
(1)
language model alignment
(1)
model adaptation
(1)
loss landscape
(1)
reinforcement learning from human feedback
(1)
discount factor
(1)
hidden state
(1)
adaptive optimization
(1)
adam optimizer
(1)
language model
(1)
weight decay
(1)
strategic classification
(1)
coordinate-wise adaptivity
(1)
pre-trained language model
(1)
layer selection
(1)
computation reduction
(1)
kkt point
(1)
Papers
Adam Exploits β_β-geometry of Loss Landscape via Coordinate-wise Adaptivity
ICLR 2025
MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples
COLING 2025
Should Decision-Makers Reveal Classifiers in Online Strategic Classification?
ICML 2025
Structured Preconditioners in Adaptive Optimization: A Unified Analysis
ICML 2025
Implicit Bias of AdamW: β_β-Norm Constrained Optimization
ICML 2024
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning
EMNLP 2022