Sohyun An
Sohyun An
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T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search
Publications
FRESCO: Benchmarking and Optimizing Re-rankers for Evolving Semantic Conflict in Retrieval-Augmented Generation
Cycle-Consistent Search: Gold-Free Reinforcement Learning for Search Agents
DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation
Unlabeled Data Improves Fine-Grained Image Zero-shot Classification with Multimodal LLMs
Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models
Optimal Neural Architecture Generation with Diffusion Models
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