Scholar
Peng Cui
Google Scholar ID: c_VTs5MAAAAJ
Tsinghua university
uncertainty quantification
uncertainty calibration
data-efficient deep learning
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Citations & Impact
All-time
Citations
923
H-index
7
i10-index
7
Publications
13
Co-authors
0
Publications
10 items
From Objectives to What Models Learn: A Landau Theory of Invariant Learning
2026
Cited
0
SkillTFM: Gated Skill Evolution for Training-Free Adaptation of Tabular Foundation Models
2026
Cited
0
CDFM: Towards a General-Purpose Causal Discovery Foundation Model
2026
Cited
0
Towards Precision Therapy in Hepatocellular Carcinoma: A Clinical-Reasoning LLM for Risk Stratification and Treatment Guidance
2026
Cited
0
Closed-Form Spectral Regularization for Multi-Task Model Merging
2026
Cited
0
LimiX-2M: Mitigating Low-Rank Collapse and Attention Bottlenecks in Tabular Foundation Models
2026
Cited
0
Beyond Independent Manipulation: Individual Fairness-aware Strategic Classification with Peer Imitation
2026
Cited
0
Ranking-Aware Calibration for Reliable Multimodal Reinforcement Learning
2026
Cited
0
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