2 papers
cs.AI2026
Beyond Dense States: Elevating Sparse Transcoders to Active Operators for Latent Reasoning
Yadong Wang, Haodong Chen, Yu Tian +3
Latent reasoning compresses the chain-of-thought (CoT) into continuous hidden states, yet existing methods rely on dense latent transitions that remain difficult to interpret and c…
cs.AI2025
MultiMedEdit: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA
Shengtao Wen, Haodong Chen, Yadong Wang +6
Knowledge editing (KE) provides a scalable approach for updating factual knowledge in large language models without full retraining. While previous studies have demonstrated effect…