Dong, Haoyu
- SpreadsheetLLM: Encoding Spreadsheets for Large Language Models
2024/07/12 by Haoyu Dong, Dong, Haoyu, Jianbo Zhao +20 · 4 voices · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
2021/08/15 by Cheng, Zhoujun, Dong, Haoyu, Wang, Zhiruo +6 · 23 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
2024/07/02 by Binxu Li, Tiankai Yan, Li, Binxu +18 · 23 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
- Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models
2024/02/07 by Nicholas Konz, Yuwen Chen, Konz, Nicholas +5 · 14 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
2024/11/06 by Pedro R. A. S. Bassi, Wenxuan Li, Bassi, Pedro R. A. S. +103 · 11 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
- Segment anything model 2: an application to 2D and 3D medical images
2024/08/01 by Haoyu Dong, Hanxue Gu, Dong, Haoyu +7 · 6 citations
Computer Science · #Medical Image Segmentation Techniques #AI in cancer detection #Computer Graphics and Visualization Techniques
- Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks
2022/01/24 by Haoyu Dong, Dong, Haoyu, Zhoujun Cheng +15 · 3 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text and Document Classification Technologies #Topic Modeling
- FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining
2021/09/15 by Zhoujun Cheng, Haoyu Dong, Cheng, Zhoujun +11 · 3 citations
Mathematics · Computer Science · #Statistics Education and Methodologies #Spreadsheets and End-User Computing #Data Visualization and Analytics
- TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data
2022/05/25 by Zhou, Fan, Hu, Mengkang, Dong, Haoyu +3 · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation
2022/05/25 by Liu, Ao, Dong, Haoyu, Okazaki, Naoaki +2 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- MRI-CORE: A Foundation Model for Magnetic Resonance Imaging
2025/06/13 by Haoyu Dong, Dong, Haoyu, Yu‐Wen Chen +11 · 7 citations
Medicine · Engineering · #Advanced MRI Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis
- Rethinking Exposure Bias In Language Modeling
2019/10/13 by Yifan Xu, Kening Zhang, Xu, Yifan +9 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Toplayer-Dependent Crystallographic Orientation Imaging in the Bilayer Two-Dimensional Materials with Transverse Shear Microscopy
2021/05/07 by Hussain, Sabir, Xu, Rui, Xu, Kunqi +16 · 1 citation
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- KET-QA: A Dataset for Knowledge Enhanced Table Question Answering
2024/05/13 by Mengkang Hu, Hu, Mengkang, Haoyu Dong +7 · 2 citations
Computer Science · #Topic Modeling
- A systematic study of the foreground-background imbalance problem in deep learning for object detection
2023/06/28 by Gu, Hanxue, Dong, Haoyu, Konz, Nicholas +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SuperRL: Reinforcement Learning with Supervision to Boost Language Model Reasoning
2025/06/01 by Liu, Yihao, Li, Shuocheng, Cao, Lang +6 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Rethinking Medical Report Generation: Disease Revealing Enhancement with Knowledge Graph
2023/07/24 by Wang, Yixin, Lin, Zihao, Dong, Haoyu · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation
2024/02/14 by Dong, Haoyu, Konz, Nicholas, Gu, Hanxue +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI
2024/01/23 by Hanxue Gu, Roy Colglazier, Gu, Hanxue +43 · 1 citation
Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Fréchet Radiomic Distance (FRD): A Versatile Metric for Comparing Medical Imaging Datasets
2024/12/02 by Konz, Nicholas, Osuala, Richard, Verma, Preeti +16 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models
2025/03/06 by Xinyi He, Yihao Liu, He, Xinyi +13 · 2 citations
Computer Science · Materials Science · #Topic Modeling #Machine Learning in Materials Science #Big Data and Digital Economy
- NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries
2024/02/20 by Zhao, Wei, Hou, Zhitao, Wu, Siyuan +6 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning
2024/10/16 by Xing, Junjie, He, Yeye, Zhou, Mengyu +4 · 1 citation
#Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2
2025/05/03 by Chen, Yuwen, Yildiz, Zafer, Li, Qihang +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets
2025/10/22 by Ziwei Wang, Wang, Ziwei, Jianwen Su +15 · 2 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Spreadsheets and End-User Computing
- MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark
2025/06/05 by Junjie Xing, Xing, Junjie, Yeye He +14 · 2 citations
Decision Sciences · Computer Science · #Data Quality and Management #Data Visualization and Analytics #Advanced Database Systems and Queries