Jiawei Ge
8 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Core Methods
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms
(1)
Keywords
density ratio
(2)
maximum likelihood estimation
(2)
robustness
(1)
uncertainty quantification
(1)
mathematical reasoning
(1)
multimodal learning
(1)
minimax optimality
(1)
phase retrieval
(1)
out-of-distribution generalization
(1)
empirical risk minimization
(1)
covariate shift
(1)
convergence
(1)
distribution shift
(1)
multi-label classification
(1)
unsupervised pretraining
(1)
no-regret learning
(1)
latent variable model
(1)
risk bound
(1)
prediction interval
(1)
domain adaptation
(1)
Papers
Deconstructing the Failure of Ideal Noise Correction: A Three-Pillar Diagnosis
CVPR 2026
Denoise-then-Retrieve: Text-Conditioned Video Denoising for Video Moment Retrieval
IJCAI 2025
MATH-Perturb: Benchmarking LLMs’ Math Reasoning Abilities against Hard Perturbations
ICML 2025
Securing Equal Share: A Principled Approach for Learning Multiplayer Symmetric Games
ICML 2025
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift
ICLR 2024
On the Provable Advantage of Unsupervised Pretraining
ICLR 2024
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
NeurIPS 2024
Scene-Aware Label Graph Learning for Multi-Label Image Classification
ICCV 2023