Search Results for author: Zhijie Sang

Found 5 papers, 1 papers with code

Infi-Med: Low-Resource Medical MLLMs with Robust Reasoning Evaluation

no code implementations29 May 2025 Zeyu Liu, Zhitian Hou, Yining Di, Kejing Yang, Zhijie Sang, Congkai Xie, Jingwen Yang, Siyuan Liu, Jialu Wang, Chunming Li, Ming Li, Hongxia Yang

Multimodal large language models (MLLMs) have demonstrated promising prospects in healthcare, particularly for addressing complex medical tasks, supporting multidisciplinary treatment (MDT), and enabling personalized precision medicine.

Diagnostic Multimodal Reasoning

InfiFusion: A Unified Framework for Enhanced Cross-Model Reasoning via LLM Fusion

no code implementations6 Jan 2025 Zhaoyi Yan, Zhijie Sang, Yiming Zhang, Yuhao Fu, Baoyi He, Qi Zhou, Yining Di, Chunlin Ji, Shengyu Zhang, Fei Wu, Hongxia Yang

Large Language Models (LLMs) have demonstrated strong performance across various reasoning tasks, yet building a single model that consistently excels across all domains remains challenging.

GSM8K HumanEval +1

Unconstrained Model Merging for Enhanced LLM Reasoning

no code implementations17 Oct 2024 Yiming Zhang, Baoyi He, Shengyu Zhang, Yuhao Fu, Qi Zhou, Zhijie Sang, Zijin Hong, Kejing Yang, Wenjun Wang, Jianbo Yuan, Guanghan Ning, Linyi Li, Chunlin Ji, Fei Wu, Hongxia Yang

In this work, we propose an unconstrained model merging framework that accommodates both homogeneous and heterogeneous model architectures with a focus on reasoning tasks.

model

NeuronBlocks: Building Your NLP DNN Models Like Playing Lego

2 code implementations IJCNLP 2019 Ming Gong, Linjun Shou, Wutao Lin, Zhijie Sang, Quanjia Yan, Ze Yang, Feixiang Cheng, Daxin Jiang

Deep Neural Networks (DNN) have been widely employed in industry to address various Natural Language Processing (NLP) tasks.

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