Mingye Zhu
6 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ACL (1)
EMNLP (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
self-supervised learning
(2)
bayesian nonparametrics
(1)
scene classification
(1)
mathematical reasoning
(1)
preference alignment
(1)
chain-of-thought reasoning
(1)
remote sensing
(1)
reinforcement learning from human feedback
(1)
gaussian process
(1)
posterior inference
(1)
multi-output regression
(1)
gradient optimization
(1)
probabilistic circuit
(1)
satellite imagery
(1)
token-level exploration
(1)
large language model
(1)
image segmentation
(1)
listwise reward
(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
LIRE: listwise reward enhancement for preference alignment
ACL 2024
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization
EMNLP 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