Mingye Zhu
6 papers · 2021–2026 · 5 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
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Core Methods
(1)
Domain-Specific
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Keywords
large language model
(2)
reinforcement learning from human feedback
(2)
self-supervised learning
(2)
preference alignment
(2)
chain-of-thought reasoning
(1)
remote sensing
(1)
gaussian process
(1)
posterior inference
(1)
multi-output regression
(1)
gradient optimization
(1)
reward function
(1)
probabilistic circuit
(1)
satellite imagery
(1)
token-level exploration
(1)
decoding policy
(1)
listwise reward
(1)
image segmentation
(1)
principle-guided decoding
(1)
bayesian nonparametrics
(1)
scene classification
(1)
Papers
In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback
AAAI 2026
On-the-fly Preference Alignment via Principle-Guided Decoding
ICLR 2025
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization
EMNLP 2024
LIRE: listwise reward enhancement for preference alignment
ACL 2024
Disentangling the Benefits of Self-Supervised Learning to Deployment-Driven Downstream Tasks of Satellite Images (Student Abstract)
AAAI 2023
Leveraging probabilistic circuits for nonparametric multi-output regression
UAI 2021