Mingqi Wu
5 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (12) π Academic Marathon (5)
π
Interdisciplinary Bridge
π
Renaissance Researcher
(5)
β
The Questioner
Conferences
ACL (3)
AAAI (1)
ICML (1)
Top co-authors
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
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination
AAAI 2026
LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models
ACL 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