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2020 – today
- 2024
[c12]Liangtai Sun, Yang Han
, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu:
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research. AAAI 2024: 19053-19061- [c11]Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu:
Sparsity-Accelerated Training for Large Language Models. ACL (Findings) 2024: 14696-14707 - [c10]Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu:
Evolving Subnetwork Training for Large Language Models. ICML 2024 - [c9]Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu:
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding. WSDM 2024: 864-872 - [i19]Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Xin Chen, Kai Yu:
ChemDFM: Dialogue Foundation Model for Chemistry. CoRR abs/2401.14818 (2024) - [i18]Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu:
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding. CoRR abs/2402.18262 (2024) - [i17]Hongshen Xu, Zichen Zhu, Da Ma, Situo Zhang, Shuai Fan, Lu Chen, Kai Yu:
Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback. CoRR abs/2403.18349 (2024) - [i16]Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu:
Sparsity-Accelerated Training for Large Language Models. CoRR abs/2406.01392 (2024) - [i15]Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu:
Evolving Subnetwork Training for Large Language Models. CoRR abs/2406.06962 (2024) - [i14]Liangtai Sun, Danyu Luo, Da Ma, Zihan Zhao, Baocai Chen, Zhennan Shen, Su Zhu, Lu Chen, Xin Chen, Kai Yu:
SciDFM: A Large Language Model with Mixture-of-Experts for Science. CoRR abs/2409.18412 (2024) - 2023
- [j11]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:
High precision tracking analysis of cell position and motion fields using 3D U-net network models. Comput. Biol. Medicine 154: 106577 (2023) - [j10]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:
Segmentation-guided domain adaptation and data harmonization of multi-device retinal optical coherence tomography using cycle-consistent generative adversarial networks. Comput. Biol. Medicine 159: 106595 (2023) - [i13]Timothy T. L. Yu, Da Ma, Jayden Cole, Myeong Jin Ju, Mirza Faisal Beg, Marinko V. Sarunic:
Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning. CoRR abs/2301.00504 (2023) - [i12]Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu:
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research. CoRR abs/2308.13149 (2023) - [i11]Ruisheng Cao, Hanchong Zhang, Hongshen Xu, Jieyu Li, Da Ma, Lu Chen, Kai Yu:
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL. CoRR abs/2310.18662 (2023) - 2022
- [j9]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:
Clinical explainable differential diagnosis of polypoidal choroidal vasculopathy and age-related macular degeneration using deep learning. Comput. Biol. Medicine 143: 105319 (2022) - [j8]Evangeline Yee, Da Ma, Karteek Popuri, Shuo Chen, Hyunwoo Lee, Vincent Chow, Cydney Ma, Lei Wang, Mirza Faisal Beg:
3D hemisphere-based convolutional neural network for whole-brain MRI segmentation. Comput. Medical Imaging Graph. 95: 102000 (2022) - [j7]Haolun Shi, Yuping Yang, Liangliang Wang, Da Ma, Mirza Faisal Beg, Jian Pei, Jiguo Cao:
Two-Dimensional Functional Principal Component Analysis for Image Feature Extraction. J. Comput. Graph. Stat. 31(4): 1127-1140 (2022) - [c8]Da Ma, Matthew J. Hashim, Qiuzhen Wang:
Using Active Privacy Transparency to Mitigate the Tension Between Data Access and Consumer Privacy. ICIS 2022 - [c7]Da Ma, Xixian Peng, Qiuzhen Wang, Xin (Robert) Luo:
Understanding Users' Willingness to Pay for Privacy in Mobile Applications: An Integration of Protection Motivation and Privacy Calculus. PACIS 2022: 99 - [i10]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:
Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease. CoRR abs/2203.05707 (2022) - [i9]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:
Predicting Time-to-conversion for Dementia of Alzheimer's Type using Multi-modal Deep Survival Analysis. CoRR abs/2205.01188 (2022) - [i8]Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu:
DialogZoo: Large-Scale Dialog-Oriented Task Learning. CoRR abs/2205.12662 (2022) - [i7]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:
Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks. CoRR abs/2208.14635 (2022) - 2021
- [j6]Da Ma, Donghuan Lu, Shuo Chen, Morgan Heisler, Setareh Dabiri, Sieun Lee, Hyunwoo Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg:
LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images. Comput. Medical Imaging Graph. 94: 101988 (2021) - [c6]Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu:
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL. ACL/IJCNLP (Findings) 2021: 3063-3074 - [c5]Da Ma, Aiko Morita:
Effects of articulatory suppression on the homophone judgments of Chinese-character words. CogSci 2021 - [c4]Timothy T. L. Yu, Da Ma, Jayden Cole, MyeongJin Ju, Mirza Faisal Beg, Marinko V. Sarunic:
Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning. ISPA 2021: 67-71 - [i6]Da Ma, Vincent Chow, Karteek Popuri, Mirza Faisal Beg:
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. CoRR abs/2106.00652 (2021) - [i5]Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu:
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL. CoRR abs/2106.02282 (2021) - [i4]Ricky Chen, Timothy T. L. Yu, Gavin Xu, Da Ma, Marinko V. Sarunic, Mirza Faisal Beg:
Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography. CoRR abs/2107.02345 (2021) - [i3]Da Ma, Donghuan Lu, Karteek Popuri, Mirza Faisal Beg:
Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network. CoRR abs/2109.05627 (2021) - 2020
- [j5]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:
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. NeuroImage 223: 117271 (2020) - [j4]Jianhua Hou, Da Ma:
How the high-impact papers formed? A study using data from social media and citation. Scientometrics 125(3): 2597-2615 (2020) - [c3]Da Ma, Donghuan Lu, Morgan Heisler, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg:
Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map. MIDL 2020: 493-502
2010 – 2019
- 2019
- [i2]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:
Grey matter sublayer thickness estimation in themouse cerebellum. CoRR abs/1901.02499 (2019) - [i1]Donghuan Lu, Morgan Heisler, Da Ma, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg:
Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence. CoRR abs/1912.03418 (2019) - 2018
- [j3]Xin Ye, Lu-an Dong, Da Ma:
Loan evaluation in P2P lending based on Random Forest optimized by genetic algorithm with profit score. Electron. Commer. Res. Appl. 32: 23-36 (2018) - 2017
- [j2]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:
Comparison of In Vivo and Ex Vivo MRI for the Detection of Structural Abnormalities in a Mouse Model of Tauopathy. Frontiers Neuroinformatics 11: 20 (2017) - 2015
- [c2]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:
Grey Matter Sublayer Thickness Estimation in the Mouse Cerebellum. MICCAI (3) 2015: 644-651 - 2014
- [c1]Shimeng Zhang, Da Ma, Jingbao Gao, Jun Gu, Xing Zhang:
Poster: Cluster analysis based traffic prediction method from real traffic traces in LTE networks. ChinaCom 2014: 646-647
2000 – 2009
- 2007
- [j1]Zhaohui Ding, Xiaohui Wei, Yuan Luo, Da Ma, Peter W. Arzberger, Wilfred W. Li:
Customized Plug-in Modules in Metascheduler CSF4 for Life Sciences Applications. New Gener. Comput. 25(4): 373-394 (2007)
Coauthor Index
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last updated on 2024-11-06 20:31 CET by the dblp team
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