Seonglae Cho

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authored a paper 11 days ago

The Confidence Manifold: Geometric Structure of Correctness Representations in Language Models

Paper • 2602.08159 • Published Feb 8

authored a paper 7 months ago

CorrSteer: Steering Improves Task Performance and Safety in LLMs through Correlation-based Sparse Autoencoder Feature Selection

Paper • 2508.12535 • Published Aug 18, 2025 • 2

authored 2 papers 9 months ago

FaithfulSAE: Towards Capturing Faithful Features with Sparse Autoencoders without External Dataset Dependencies

Paper • 2506.17673 • Published Jun 21, 2025 • 7

LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries

Paper • 2505.08842 • Published May 13, 2025

authored a paper over 2 years ago

RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization

Paper • 2310.13895 • Published Oct 21, 2023