Search Results for author: Xiaoyu Zheng

Found 4 papers, 2 papers with code

TextHawk: Exploring Efficient Fine-Grained Perception of Multimodal Large Language Models

1 code implementation14 Apr 2024 Ya-Qi Yu, Minghui Liao, Jihao Wu, Yongxin Liao, Xiaoyu Zheng, Wei Zeng

We conduct extensive experiments on both general and document-oriented MLLM benchmarks, and show that TextHawk outperforms the state-of-the-art methods, demonstrating its effectiveness and superiority in fine-grained document perception and general abilities.

Morphy: A Datamorphic Software Test Automation Tool

1 code implementation20 Dec 2019 Hong Zhu, Ian Bayley, Dongmei Liu, Xiaoyu Zheng

This paper focuses on the datamorphism combination strategies by giving their definitions and implementation algorithms.

DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature

no code implementations WS 2019 Feifan Liu, Xiaoyu Zheng, Bo wang, Catarina Kiefe

Understanding the pathogenesis of genetic diseases through different gene activities and their relations to relevant diseases is important for new drug discovery and drug repositioning.

Drug Discovery Multi-Task Learning +4

Global Continuous Optimization with Error Bound and Fast Convergence

no code implementations17 Jul 2016 Kenji Kawaguchi, Yu Maruyama, Xiaoyu Zheng

This paper proposes a new global optimization algorithm, called Locally Oriented Global Optimization (LOGO), to aim for both fast convergence in practice and finite-time error bound in theory.

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