Da Ma

According to our database, Da Ma authored at least 35 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SciDFM: A Large Language Model with Mixture-of-Experts for Science.

Liangtai Sun, Danyu Luo, Da Ma, Zihan Zhao, Baocai Chen, Zhennan Shen, Su Zhu, Lu Chen, Xin Chen, Kai Yu

CoRR, 2024

Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback.

Hongshen Xu, Zichen Zhu, Da Ma, Situo Zhang, Shuai Fan, Lu Chen, Kai Yu

CoRR, 2024

ChemDFM: Dialogue Foundation Model for Chemistry.

Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Xin Chen, Kai Yu

CoRR, 2024

Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding.

Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Evolving Subnetwork Training for Large Language Models.

Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Sparsity-Accelerated Training for Large Language Models.

Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research.

Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Segmentation-guided domain adaptation and data harmonization of multi-device retinal optical coherence tomography using cycle-consistent generative adversarial networks.

Shuo Chen, Da Ma, Sieun Lee, Timothy T. L. Yu, Gavin Xu, Donghuan Lu, Karteek Popuri, Myeong Jin Ju, Marinko V. Sarunic, Mirza Faisal Beg

Comput. Biol. Medicine, June, 2023

High precision tracking analysis of cell position and motion fields using 3D U-net network models.

Li-Xin Yuan, Hong-Mei Xu, Zi-Yu Zhang, Xu-Wei Liu, Jing-Xin Li, Jia-He Wang, Hao-Bo Cui, Hao-Ran Huang, Yue Zheng, Da Ma

Comput. Biol. Medicine, March, 2023

ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL.

Ruisheng Cao, Hanchong Zhang, Hongshen Xu, Jieyu Li, Da Ma, Lu Chen, Kai Yu

CoRR, 2023

2022

Two-Dimensional Functional Principal Component Analysis for Image Feature Extraction.

Haolun Shi, Yuping Yang, Liangliang Wang, Da Ma, Mirza Faisal Beg, Jian Pei, Jiguo Cao

J. Comput. Graph. Stat., October, 2022

DialogZoo: Large-Scale Dialog-Oriented Task Learning.

Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu

CoRR, 2022

Predicting Time-to-conversion for Dementia of Alzheimer's Type using Multi-modal Deep Survival Analysis.

Ghazal Mirabnahrazam, Da Ma, Cédric Beaulac, Sieun Lee, Karteek Popuri, Hyunwoo Lee, Jiguo Cao, James E. Galvin, Lei Wang, Mirza Faisal Beg, Alzheimer's Disease Neuroimaging Initiative

CoRR, 2022

Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease.

Ghazal Mirabnahrazam, Da Ma, Sieun Lee, Karteek Popuri, Hyunwoo Lee, Jiguo Cao, Lei Wang, James E. Galvin, Mirza Faisal Beg, Alzheimer's Disease Neuroimaging Initiative

CoRR, 2022

3D hemisphere-based convolutional neural network for whole-brain MRI segmentation.

Evangeline Yee, Da Ma, Karteek Popuri, Shuo Chen, Hyunwoo Lee, Vincent Chow, Cydney Ma, Lei Wang, Mirza Faisal Beg

Comput. Medical Imaging Graph., 2022

Clinical explainable differential diagnosis of polypoidal choroidal vasculopathy and age-related macular degeneration using deep learning.

Da Ma, Meenakshi Kumar, Vikas Khetan, Parveen Sen, Muna Bhende, Shuo Chen, Timothy T. L. Yu, Sieun Lee, Eduardo V. Navajas, Joanne A. Matsubara, Myeong Jin Ju, Marinko V. Sarunic, Rajiv Raman, Mirza Faisal Beg

Comput. Biol. Medicine, 2022

Understanding Users' Willingness to Pay for Privacy in Mobile Applications: An Integration of Protection Motivation and Privacy Calculus.

Da Ma, Xixian Peng, Qiuzhen Wang, Xin (Robert) Luo

Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022

Using Active Privacy Transparency to Mitigate the Tension Between Data Access and Consumer Privacy.

Da Ma, Matthew J. Hashim, Qiuzhen Wang

Proceedings of the 43rd International Conference on Information Systems, 2022

2021

Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network.

Da Ma, Donghuan Lu, Karteek Popuri, Mirza Faisal Beg

CoRR, 2021

Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography.

Ricky Chen, Timothy T. L. Yu, Gavin Xu, Da Ma, Marinko V. Sarunic, Mirza Faisal Beg

CoRR, 2021

Comprehensive Validation of Automated Whole Body Skeletal Muscle, Adipose Tissue, and Bone Segmentation from 3D CT images for Body Composition Analysis: Towards Extended Body Composition.

Da Ma, Vincent Chow, Karteek Popuri, Mirza Faisal Beg

CoRR, 2021

LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images.

Da Ma, Donghuan Lu, Shuo Chen, Morgan Heisler, Setareh Dabiri, Sieun Lee, Hyunwoo Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg

Comput. Medical Imaging Graph., 2021

Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning.

Timothy T. L. Yu, Da Ma, Jayden Cole, MyeongJin Ju, Mirza Faisal Beg, Marinko V. Sarunic

Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021

Effects of articulatory suppression on the homophone judgments of Chinese-character words.

Da Ma, Aiko Morita

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL.

Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

How the high-impact papers formed? A study using data from social media and citation.

Jianhua Hou, Da Ma

Scientometrics, 2020

Substantially thinner internal granular layer and reduced molecular layer surface in the cerebellar cortex of the Tc1 mouse model of down syndrome - a comprehensive morphometric analysis with active staining contrast-enhanced MRI.

Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Jon O. Cleary, Benjamin Sinclair, Ian F. Harrison, Bernard Siow, Karteek Popuri, Sieun Lee, Joanne A. Matsubara, Marinko V. Sarunic, Mirza Faisal Beg, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin

NeuroImage, 2020

Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map.

Da Ma, Donghuan Lu, Morgan Heisler, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

2019

Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence.

Donghuan Lu, Morgan Heisler, Da Ma, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg

CoRR, 2019

Grey matter sublayer thickness estimation in themouse cerebellum.

Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin

CoRR, 2019

2018

Loan evaluation in P2P lending based on Random Forest optimized by genetic algorithm with profit score.

Xin Ye, Lu-an Dong, Da Ma

Electron. Commer. Res. Appl., 2018

2017

Comparison of In Vivo and Ex Vivo MRI for the Detection of Structural Abnormalities in a Mouse Model of Tauopathy.

Holly E. Holmes, Nick M. Powell, Da Ma, Ozama Ismail, Ian F. Harrison, Jack A. Wells, Niall Colgan, James M. O'Callaghan, Ross A. Johnson, Tracey K. Murray, Zeshan Ahmed, Morten Heggenes, Alice Fisher, M. Jorge Cardoso, Marc Modat, Michael J. O'Neill, Emily C. Collins, Elizabeth M. C. Fisher, Sébastien Ourselin, Mark F. Lythgoe

Frontiers Neuroinformatics, 2017

2015

Grey Matter Sublayer Thickness Estimation in the Mouse Cerebellum.

Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

2014

Poster: Cluster analysis based traffic prediction method from real traffic traces in LTE networks.

Shimeng Zhang, Da Ma, Jingbao Gao, Jun Gu, Xing Zhang

Proceedings of the 9th International Conference on Communications and Networking in China, 2014

2007

Customized Plug-in Modules in Metascheduler CSF4 for Life Sciences Applications.

Zhaohui Ding, Xiaohui Wei, Yuan Luo, Da Ma, Peter W. Arzberger, Wilfred W. Li

New Gener. Comput., 2007