Da Ma

55 papers A* 3A 2B 1C 2Journal 40Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
PACER: Blockwise Pre-verification for Speculative Decoding with Adaptive Length.
CoRR
Situo Zhang, Yifan Zhang, Zichen Zhu, Hankun Wang, Da Ma, Danyang Zhang, Lu Chen, Kai Yu
2026 J jnl
PaperGuide: Making Small Language-Model Paper-Reading Agents More Efficient.
CoRR
Zijian Wang, Tiancheng Huang, Hanqi Li, Da Ma, Lu Chen, Kai Yu
2025 J jnl
Automated Retinal Layer and Fluid Segmentation and Cross-sectional Analysis using Spectral Domain Optical Coherence Tomography Images for Diabetic Retinopathy.
CoRR
S. Chen, Da Ma, M. Raviselvan, S. Sundaramoorthy, Karteek Popuri, Myeong Jin Ju, Marinko Sarunic, D. Ratra, Mirza Faisal Beg
2025 J jnl
ChemDFM-R: An Chemical Reasoner LLM Enhanced with Atomized Chemical Knowledge.
CoRR
Zihan Zhao, Bo Chen, Ziping Wan, Lu Chen, Xuanze Lin, Shiyang Yu, Situo Zhang, Da Ma, Zichen Zhu, Danyang Zhang, Huayang Wang, Zhongyang Dai, Liyang Wen, Xin Chen, Kai Yu
2025 J jnl
DFM: Dialogue foundation model for universal large-scale dialogue-oriented task learning.
AI Open
Zhi Chen, Da Ma, Hanqi Li, Lu Chen, Jiabao Ji, Yuncong Liu, Bei Chen, Mengyue Wu, Su Zhu, Xin Dong, Fujiang Ge, Qingliang Miao, Jian-Guang Lou, Shuai Fan, Kai Yu
2025 J jnl
Neuronal Activation States as Sample Embeddings for Data Selection in Task-Specific Instruction Tuning.
CoRR
Da Ma, Gonghu Shang, Zhi Chen, Libo Qin, Yijie Luo, Lei Pan, Shuai Fan, Lu Chen, Kai Yu
2025 A* conf
Reducing Tool Hallucination via Reliability Alignment.
ICML
Hongshen Xu, Zichen Zhu, Lei Pan, Zihan Wang, Su Zhu, Da Ma, Ruisheng Cao, Lu Chen, Kai Yu
2025 A conf
Sparsified Preconditioned Conjugate Gradient Solver on GPUs.
SC
Da Ma, Khalid Ahmad, Kazem Cheshmi, Hari Sundar, Mary W. Hall
2025 — conf
Unsupervised Text Style Transfer via LLMs and Mask-Filling with Multi-way Interactions.
ICONIP (1)
Lei Pan, Yuanyuan Liang, Hongshen Xu, Da Ma, Su Zhu, Shuai Fan
2024 J jnl
AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures.
CoRR
Situo Zhang, Hankun Wang, Da Ma, Zichen Zhu, Lu Chen, Kunyao Lan, Kai Yu
2024 J jnl
ChemDFM: Dialogue Foundation Model for Chemistry.
CoRR
Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Xin Chen, Kai Yu
2024 J jnl
Compressing KV Cache for Long-Context LLM Inference with Inter-Layer Attention Similarity.
CoRR
Da Ma, Lu Chen, Situo Zhang, Yuxun Miao, Su Zhu, Zhi Chen, Hongshen Xu, Hanqi Li, Shuai Fan, Lei Pan, Kai Yu
2024 J jnl
Dynamic Survival Prediction Using Sparse Longitudinal Images via Multi-Dimensional Functional Principal Component Analysis.
J. Comput. Graph. Stat.
Haolun Shi, Shu Jiang, Da Ma, Mirza Faisal Beg, Jiguo Cao
2024 A* conf
Evolving Subnetwork Training for Large Language Models.
ICML
Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu
2024 J jnl
Evolving Subnetwork Training for Large Language Models.
CoRR
Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu
2024 A conf
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding.
WSDM
Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu
2024 J jnl
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding.
CoRR
Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu
2024 J jnl
Reducing Tool Hallucination via Reliability Alignment.
CoRR
Hongshen Xu, Su Zhu, Zihan Wang, Hang Zheng, Da Ma, Ruisheng Cao, Shuai Fan, Lu Chen, Kai Yu
2024 J jnl
Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback.
CoRR
Hongshen Xu, Zichen Zhu, Da Ma, Situo Zhang, Shuai Fan, Lu Chen, Kai Yu
2024 J jnl
SciDFM: A Large Language Model with Mixture-of-Experts for Science.
CoRR
Liangtai Sun, Danyu Luo, Da Ma, Zihan Zhao, Baocai Chen, Zhennan Shen, Su Zhu, Lu Chen, Xin Chen, Kai Yu
2024 A* conf
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research.
AAAI
Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu
2024 — conf
Sparsity-Accelerated Training for Large Language Models.
ACL (Findings)
Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu
2024 J jnl
Sparsity-Accelerated Training for Large Language Models.
CoRR
Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu
2023 J jnl
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL.
CoRR
Ruisheng Cao, Hanchong Zhang, Hongshen Xu, Jieyu Li, Da Ma, Lu Chen, Kai Yu
2023 J jnl
High precision tracking analysis of cell position and motion fields using 3D U-net network models.
Comput. Biol. Medicine
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
2023 J jnl
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research.
CoRR
Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu
2023 J jnl
Segmentation-guided domain adaptation and data harmonization of multi-device retinal optical coherence tomography using cycle-consistent generative adversarial networks.
Comput. Biol. Medicine
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
2023 J jnl
Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning.
CoRR
Timothy T. L. Yu, Da Ma, Jayden Cole, Myeong Jin Ju, Mirza Faisal Beg, Marinko V. Sarunic
2022 J jnl
3D hemisphere-based convolutional neural network for whole-brain MRI segmentation.
Comput. Medical Imaging Graph.
Evangeline Yee, Da Ma, Karteek Popuri, Shuo Chen, Hyunwoo Lee, Vincent Chow, Cydney Ma, Lei Wang, Mirza Faisal Beg
2022 J jnl
Clinical explainable differential diagnosis of polypoidal choroidal vasculopathy and age-related macular degeneration using deep learning.
Comput. Biol. Medicine
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
2022 J jnl
DialogZoo: Large-Scale Dialog-Oriented Task Learning.
CoRR
Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu
2022 J jnl
Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease.
CoRR
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
2022 J jnl
Predicting Time-to-conversion for Dementia of Alzheimer's Type using Multi-modal Deep Survival Analysis.
CoRR
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
2022 J jnl
Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks.
CoRR
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
2022 J jnl
Two-Dimensional Functional Principal Component Analysis for Image Feature Extraction.
J. Comput. Graph. Stat.
Haolun Shi, Yuping Yang, Liangliang Wang, Da Ma, Mirza Faisal Beg, Jian Pei, Jiguo Cao
2022 — conf
Understanding Users' Willingness to Pay for Privacy in Mobile Applications: An Integration of Protection Motivation and Privacy Calculus.
PACIS
Da Ma, Xixian Peng, Qiuzhen Wang, Xin (Robert) Luo
2022 C conf
Using Active Privacy Transparency to Mitigate the Tension Between Data Access and Consumer Privacy.
ICIS
Da Ma, Matthew J. Hashim, Qiuzhen Wang
2021 J jnl
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
Da Ma, Vincent Chow, Karteek Popuri, Mirza Faisal Beg
2021 — conf
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL.
ACL/IJCNLP (Findings)
Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu
2021 J jnl
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL.
CoRR
Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu
2021 J jnl
Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network.
CoRR
Da Ma, Donghuan Lu, Karteek Popuri, Mirza Faisal Beg
2021 J jnl
Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography.
CoRR
Ricky Chen, Timothy T. L. Yu, Gavin Xu, Da Ma, Marinko V. Sarunic, Mirza Faisal Beg
2021 B conf
Effects of articulatory suppression on the homophone judgments of Chinese-character words.
CogSci
Da Ma, Aiko Morita
2021 J jnl
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.
Da Ma, Donghuan Lu, Shuo Chen, Morgan Heisler, Setareh Dabiri, Sieun Lee, Hyunwoo Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
2021 C conf
Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning.
ISPA
Timothy T. L. Yu, Da Ma, Jayden Cole, MyeongJin Ju, Mirza Faisal Beg, Marinko V. Sarunic
2020 — conf
Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map.
MIDL
Da Ma, Donghuan Lu, Morgan Heisler, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
2020 J jnl
How the high-impact papers formed? A study using data from social media and citation.
Scientometrics
Jianhua Hou, Da Ma
2020 J jnl
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
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
2019 J jnl
Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence.
CoRR
Donghuan Lu, Morgan Heisler, Da Ma, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
2019 J jnl
Grey matter sublayer thickness estimation in themouse cerebellum.
CoRR
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
2018 J jnl
Loan evaluation in P2P lending based on Random Forest optimized by genetic algorithm with profit score.
Electron. Commer. Res. Appl.
Xin Ye, Lu-an Dong, Da Ma
2017 J jnl
Comparison of In Vivo and Ex Vivo MRI for the Detection of Structural Abnormalities in a Mouse Model of Tauopathy.
Frontiers Neuroinformatics
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
2015 — conf
Grey Matter Sublayer Thickness Estimation in the Mouse Cerebellum.
MICCAI (3)
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
2014 — conf
Poster: Cluster analysis based traffic prediction method from real traffic traces in LTE networks.
ChinaCom
Shimeng Zhang, Da Ma, Jingbao Gao, Jun Gu, Xing Zhang
2007 J jnl
Customized Plug-in Modules in Metascheduler CSF4 for Life Sciences Applications.
New Gener. Comput.
Zhaohui Ding, Xiaohui Wei, Yuan Luo, Da Ma, Peter W. Arzberger, Wilfred W. Li