Peng Cui

11

Papers

32

Total Citations

Papers (11)

Rethinking the Evaluation Protocol of Domain Generalization

Understanding the Generalization of In-Context Learning in Transformers: An Empirical Study

On the Out-Of-Distribution Generalization of Large Multimodal Models

ODP-Bench: Benchmarking Out-of-Distribution Performance Prediction

Environment Inference for Learning Generalizable Dynamical System

NeurIPS 2025arXiv

COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts

Going Beyond Static: Understanding Shifts with Time-Series Attribution

Improving Accuracy and Calibration via Differentiated Deep Mutual Learning

Stability Evaluation through Distributional Perturbation Analysis

Domain-wise Data Acquisition to Improve Performance under Distribution Shift

Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications