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Xiangguo Zhou

2 accepted papers

2025

AdaV: Adaptive Text-visual Redirection for Vision-Language Models

ACL 2025finding

The success of Vision-Language Models (VLMs) often relies on high-resolution schemes that preserve image details, while these approaches also generate an excess of visual tokens, leading to a substantial decrease in model efficiency. A typical VLM includes a visual encoder, a text encoder, and an LL…

2025

SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture

NAACL 2025long

Despite the recent efforts from the NLP community, balancing the training budget, downstream performance, and general capabilities of large language models (LLM) remains a challenge in many applications. Training the entire model for downstream tasks is expensive, and could easily result in catastro…

Cited by 3SourcePDFScholar