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Yijun Lin

3 accepted papers

2026

FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models

ICLR 2026poster

Cartographic reasoning is the skill of interpreting geographic relationships by aligning legends, map scales, compass directions, map texts, and geometries across one or more map images. Although essential as a concrete cognitive capability and for critical tasks such as disaster response and urban…

Cited by 0SourcecodeScholar
2025

Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of LLMs

EMNLP 2025

With the development of Large Language Models (LLMs), numerous efforts have revealed their vulnerabilities to jailbreak attacks. Although these studies have driven the progress in LLMs’ safety alignment, it remains unclear whether LLMs have internalized authentic knowledge to deal with real-world cr

2023

Exploring Progressive Hybrid-Degraded Image Processing for Homography Estimation

ICASSP 2023accepted

Recent studies have shown that machine models do not coincide with the human perception of image quality, making mainstream image enhancement methods not always compatible with downstream tasks. To ameliorate this issue, this paper targets homography estimation, which is a fundamental step in image…

Cited by 0SourceScholar