Mingqi Wu
5 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 👥 Mega-Team · Squad
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The Questioner
(2)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Optimization & Theory · Machine Learning
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Mathematics
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
data contamination
(2)
benchmark evaluation
(1)
mathematical reasoning
(1)
knowledge distillation
(1)
in-context learning
(1)
text reconstruction
(1)
minimax optimality
(1)
efficient inference
(1)
generalization error
(1)
high-dimensional regression
(1)
high-dimensional analysis
(1)
kernel ridge regression
(1)
eigenvalue decay
(1)
high dimensional
(1)
text embedding
(1)
inference efficiency
(1)
rotational invariance
(1)
context compression
(1)
dynamic evaluation
(1)
Papers
LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models
ACL 2026
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination
AAAI 2026
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
ACL 2026
Pretraining Context Compressor for Large Language Models with Embedding-Based Memory
ACL 2025
How rotational invariance of common kernels prevents generalization in high dimensions
ICML 2021