XZ

Xinlin Zhuang

cs.AIcs.CLcs.CV

On Valency

published · living versions

W_q8k83kvy·v1 · currentpublished

Mixture-of-Memories: Low-Overhead Language Modeling with Modular Knowledge Injection

with Yifan Lu, Rubin Wei, Ziyun Zou, Junhong Liang +6

1 version

Preprints & journals

7 papers in the corpus · 2024–2026

Mixture-of-Memories: Low-Overhead Language Modeling with Modular Knowledge Injection2610.25425v1 · Yifan Lu, Rubin Wei, Ziyun Zou et al.2026 · 0 citationsarXivon Valency

Grounding Isn't Knowing: Do VLMs Need Object Localization for Spatial Reasoning?2608.23074v1 · Xiwei Liu, Yulong Li, Xinlin Zhuang et al.2026 · 0 citationsarXiv

ClinCoT: Clinical-Aware Visual Chain-of-Thought for Medical Vision Language Models2603.01124v1 · Xiwei Liu, Yulong Li, Xinlin Zhuang et al.2026 · 0 citationsarXiv

DoAtlas-1: A Causal Compilation Paradigm for Clinical AI2602.19158v1 · Yulong Li, Jianxu Chen, Xiwei Liu et al.2026 · 0 citationsarXiv

APEX: Learning Adaptive Priorities for Multi-Objective Alignment in Vision-Language Generation2601.06574v1 · Dongliang Chen, Xinlin Zhuang, Junjie Xu et al.2026 · 0 citationsarXiv

Towards Efficient Medical Reasoning with Minimal Fine-Tuning Data2508.01450v3 · Xinlin Zhuang, Feilong Tang, Haolin Yang et al.2025 · 0 citationsarXiv

FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models2401.02982v4 · Shu Liu, Shangqing Zhao, Chenghao Jia et al.2024 · 2 citationsarXiv

Career total: 13 works. 7 are in this corpus.

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