Danny Ziyi Chen

30 papers A 2B 3Journal 16Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	OrderChain: A General Prompting Paradigm to Improve Ordinal Understanding Ability of MLLM. CoRR Jinhong Wang, Shuo Tong, Jian Liu, Dongqi Tang, Weiqiang Wang, Wentong Li, Hongxia Xu, Danny Ziyi Chen, Jintai Chen, Jian Wu
2024	J	`jnl`	Multi-rater Prompting for Ambiguous Medical Image Segmentation. CoRR Jinhong Wang, Yi Cheng, Jintai Chen, Hongxia Xu, Danny Ziyi Chen, Jian Wu
2024	—	`conf`	🐍 LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation. MICCAI (8) Jinhong Wang, Jintai Chen, Danny Ziyi Chen, Jian Wu
2023	J	`jnl`	ExcelFormer: A Neural Network Surpassing GBDTs on Tabular Data. CoRR Jintai Chen, Jiahuan Yan, Danny Ziyi Chen, Jian Wu
2023	J	`jnl`	Robust Image Ordinal Regression with Controllable Image Generation. CoRR Yi Cheng, Haochao Ying, Renjun Hu, Jinhong Wang, Wenhao Zheng, Xiao Zhang, Danny Ziyi Chen, Jian Wu
2023	J	`jnl`	The importance of resource awareness in artificial intelligence for healthcare. Nat. Mac. Intell. Zhenge Jia, Jianxu Chen, Xiaowei Xu, John N. Kheir, Jingtong Hu, Han Xiao, Sui Peng, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi
2020	B	`conf`	A Coarse-to-Fine Data Generation Method for 2D and 3D Cell Nucleus Segmentation. CBMS Zhuo Zhao, Hongxiao Wang, Yizhe Zhang, Hao Zheng, Siyuan Zhang, Danny Ziyi Chen
2020	J	`jnl`	Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning. CoRR Hui Xie, Zhe Pan, Leixin Zhou, Fahim A. Zaman, Danny Ziyi Chen, Jost B. Jonas, Yaxing Wang, Xiaodong Wu
2020	B	`conf`	InTracker: An Integrated Detector-Tracker Framework for Cell Detection and Tracking. CBMS Peixian Liang, Jianxu Chen, Yizhe Zhang, Hongxiao Wang, Hao Zheng, Pengfei Gu, Danny Ziyi Chen
2019	—	`ed.`	Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention - International Workshops, LABELS 2019, HAL-MICCAI 2019, and CuRIOUS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings LABELS/HAL-MICCAI/CuRIOUS@MICCAI Luping Zhou, Nicholas Heller, Yiyu Shi, Yiming Xiao, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Xiaobo Sharon Hu, Danny Ziyi Chen, Matthieu Chabanas, Hassan Rivaz, Ingerid Reinertsen
2019	J	`jnl`	moDNN: Memory Optimal Deep Neural Network Training on Graphics Processing Units. IEEE Trans. Parallel Distributed Syst. Xiaoming Chen, Danny Ziyi Chen, Yinhe Han, Xiaobo Sharon Hu
2018	J	`jnl`	Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. CoRR Xiaowei Xu, Qing Lu, Yu Hu, Lin Yang, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi
2016	J	`jnl`	A Hybrid Approach for Segmentation and Tracking of Myxococcus Xanthus Swarms. IEEE Trans. Medical Imaging Jianxu Chen, Mark S. Alber, Danny Ziyi Chen
2016	—	`conf`	Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation. NIPS Jianxu Chen, Lin Yang, Yizhe Zhang, Mark S. Alber, Danny Ziyi Chen
2016	J	`jnl`	Iris Recognition Based on Human-Interpretable Features. IEEE Trans. Inf. Forensics Secur. Jianxu Chen, Feng Shen, Danny Ziyi Chen, Patrick J. Flynn
2016	—	`conf`	Segmentation and tracking of Pseudomonas aeruginosa for cell dynamics analysis in time-lapse images. ISBI Jianxu Chen, Yiqing Cai, Chen Wei, Lin Yang, Mark S. Alber, Danny Ziyi Chen
2016	J	`jnl`	Shell: A Spatial Decomposition Data Structure for Ray Traversal on GPU. IEEE Trans. Computers Kai Xiao, Xiaobo Sharon Hu, Bo Zhou, Danny Ziyi Chen
2015	J	`jnl`	A two-layer structure prediction framework for microscopy cell detection. Comput. Medical Imaging Graph. Yan Xu, Weiying Wu, Eric I-Chao Chang, Danny Ziyi Chen, Jian Mu, Peter P. Lee, Kim R. M. Blenman, Zhuowen Tu
2015	J	`jnl`	Computing maximum non-crossing matching in convex bipartite graphs. Discret. Appl. Math. Danny Ziyi Chen, Xiaomin Liu, Haitao Wang
2015	J	`jnl`	Efficient algorithms for the one-dimensional k-center problem. Theor. Comput. Sci. Danny Ziyi Chen, Jian Li, Haitao Wang
2015	—	`conf`	Iris recognition based on human-interpretable features. ISBA Jianxu Chen, Feng Shen, Danny Ziyi Chen, Patrick J. Flynn
2015	A	`conf`	Monte Carlo Based Ray Tracing in CPU-GPU Heterogeneous Systems and Applications in Radiation Therapy. HPDC Kai Xiao, Danny Ziyi Chen, Xiaobo Sharon Hu, Bo Zhou
2015	J	`jnl`	Optimal Point Movement for Covering Circular Regions. Algorithmica Danny Ziyi Chen, Xuehou Tan, Haitao Wang, Gangshan Wu
2015	—	`conf`	Segmenting subcellular structures in histology tissue images. ISBI Jiazhuo Wang, John D. MacKenzie, Rageshree Ramachandran, Yizhe Zhang, Haitao Wang, Danny Ziyi Chen
2015	J	`jnl`	Weak visibility queries of line segments in simple polygons. Comput. Geom. Danny Ziyi Chen, Haitao Wang
2014	—	`conf`	A Matching Model Based on Earth Mover's Distance for Tracking Myxococcus Xanthus. MICCAI (2) Jianxu Chen, Cameron W. Harvey, Mark S. Alber, Danny Ziyi Chen
2014	B	`conf`	An Automated Approach for Fibrin Network Segmentation and Structure Identification in 3D Confocal Microscopy Images. CBMS Jianxu Chen, Oleg V. Kim, Rustem I. Litvinov, John W. Weisel, Mark S. Alber, Danny Ziyi Chen
2013	A	`conf`	Shell: A Spatial Decomposition Data Structure for 3D Curve Traversal on Many-Core Architectures. ESA Kai Xiao, Danny Ziyi Chen, Xiaobo Sharon Hu, Bo Zhou
2012	—	`ch.`	Energy Minimization for Multiprocessor Systems Executing Real-Time Tasks. Handbook of Energy-Aware and Green Computing Yumin Zhang, Xiaobo Sharon Hu, Danny Ziyi Chen
1992	—	`—`	Parallel techniques for paths, visibility, and related problems Danny Ziyi Chen