Author

Zi-Xuan Lan

h-index 2 View on Semantic Scholar

We have 3 of 5 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

ConvCue: Complementary Visual Inductive Biases for Vision-Language Models

Modern vision-language models (VLMs) achieve strong performance across a broad range of multimodal tasks, yet still struggle with visual questions that require fine-grained discrimination and spatial understanding. These limitations motivate investigating whether supplementary visual representations can improve existin...

Zi-Xuan Lan, Shi-Chu Sun · 0 citations

#natural language process... Preprint Aug 2026

Reduced Matrix Multiplication: Input-Adaptive Matrix-Product Reduction for LLM Inference

Reduced Matrix Multiplication is proposed, a training-free, input-adaptive inference method that reduces Transformer matrix products by selecting informative slices along their contraction dimensions, without modifying model weights, and it is shown that the same principle extends to multimodal vision-language inferenc...

Zi-Xuan Lan, Yan-Hong Li, Jia-Wei Zhou · 0 citations

Review Aug 2026

SABRE: Scalable and Automated Benchmarking of VLMs under Stress

SABRE is established as a reusable framework for constructing and refreshing VLM stress tests rather than a single fixed benchmark, and the results establish SABRE as a reusable framework for constructing and refreshing VLM stress tests rather than a single fixed benchmark.

Zi-Xuan Lan, Luzhe Sun, Matthew R. Walter et al. · 0 citations