Miao Xiong

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authored 7 papers 6 months ago

Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement

Paper • 2305.01481 • Published May 2, 2023

GraphCleaner: Detecting Mislabelled Samples in Popular Graph Learning Benchmarks

Paper • 2306.00015 • Published May 30, 2023

Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Paper • 2306.13063 • Published Jun 22, 2023

FlipAttack: Jailbreak LLMs via Flipping

Paper • 2410.02832 • Published Oct 2, 2024 • 1

Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results

Paper • 2504.13677 • Published Apr 18 • 1

Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging

Paper • 2505.05464 • Published May 8 • 11

MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research

Paper • 2505.19955 • Published May 26 • 13