Ming Du

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 58

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Jing Bai, Junfeng Zhou, Shuotong Chen, Ming Du, Ziyang Chen, Mengtao Min
HitSim: An Efficient Algorithm for Single-Source and Top-k SimRank Computation. Inf. 15 (6) (2024)
Yongqiang Ma, Wen Zhang, Ming Du, Haodong Jing, Nanning Zheng
Hierarchical Bayesian Causality Network to Extract High-Level Semantic Information in Visual Cortex. Int. J. Neural Syst. 34 (1) (2024)
Lian Chen, Junfeng Zhou, Ming Du, Sheng Yu, Xian Tang, Ziyang Chen
Efficient k-step Weighted Reachability Query Processing Algorithms. CoRR (2024)
Ming Du, Xingran Xie, Jing Luo, Jin Li
Meta-learning-based Inductive logistic matrix completion for prediction of kinase inhibitors. J. Cheminformatics 16 (1) (2024)
Ming Du, Tao Zhou, Junjing Deng, Daniel J. Ching, Steven Henke, Mathew J. Cherukara
Predicting ptychography probe positions using single-shot phase retrieval neural network. CoRR (2024)
Yuting Tan, Junfeng Zhou, Xinqi Rong, Ming Du, Caiyun Qi
Efficient computation of maximum weighted independent sets on weighted dynamic graph. J. Supercomput. 80 (8) (2024)
Bo Xu, Yifei Wu, Shouang Wei, Ming Du, Hongya Wang
Adaptive Reinforcement Tuning Language Models as Hard Data Generators for Sentence Representation. LREC/COLING (2024)
Huijun Tang, Ming Du, Huaming Wu, Pengfei Jiao
Link Topology-Adaptive Offloading Method On Vehicular Edge Computing. INFOCOM (Workshops) (2024)
Bo Xu, Nian Liu, Luyi Cheng, Shizhou Huang, Shouang Wei, Ming Du, Hui Song, Hongya Wang
Knowledge Graph Enhanced Sentential Relation Extraction via Dual Heterogeneous Graph Context Selection. IJCNN (2023)
Bo Xu, Shouang Wei, Luyi Cheng, Shizhou Huang, Hui Song, Ming Du, Hongya Wang
HSimCSE: Improving Contrastive Learning of Unsupervised Sentence Representation with Adversarial Hard Positives and Dual Hard Negatives. IJCNN (2023)
Ziwei Hu, Yanglin Deng, Junlin Lan, Tao Wang, Zixin Han, Yuxiu Huang, Hejun Zhang, Jianchao Wang, Musheng Cheng, Haiyan Jiang, Ren-Guey Lee, Ming Du, Tong Tong, Qinquan Gao, Gang Chen
A multi-task deep learning framework for perineural invasion recognition in gastric cancer whole slide images. Biomed. Signal Process. Control. 79 (Part) (2023)
Bo Xu, Zhengqi Zhang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao
Semi-supervised Learning for Fine-Grained Entity Typing with Mixed Label Smoothing and Pseudo Labeling. DASFAA (3) (2023)
Sufen Wang, Ming Du, Rong Yu, Zhijun Wang, Jingjing Sun, Ling Wang
Exploration of the multiple impact of learning styles on learners' cognitive information processing. Interact. Learn. Environ. 31 (3) (2023)
Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao, Xin Lin
A Unified Visual Prompt Tuning Framework with Mixture-of-Experts for Multimodal Information Extraction. DASFAA (3) (2023)
Ming Du, Wanting Ma, Yuting Tan, Junfeng Zhou
Continuous community search with attribute constraints in temporal graphs. J. Supercomput. 79 (18) (2023)
Zhechen Guo, Junlin Lan, Jianchao Wang, Ziwei Hu, Zhida Wu, Jiawei Quan, Zixin Han, Tao Wang, Ming Du, Qinquan Gao, Yuyang Xue, Tong Tong, Gang Chen
Prediction of lymph node metastasis in primary gastric cancer from pathological images and clinical data by multimodal multiscale deep learning. Biomed. Signal Process. Control. 86 (Part C) (2023)
Zongyuan Tan, Hongya Wang, Bo Xu, Minjie Luo, Ming Du
Fast Locality Sensitive Hashing with Theoretical Guarantee. CoRR (2023)
Feng Yin, Xiaoqiang Liu, Ming Du, Hui Song, Bo Xu, Zhenni Feng
The Practice of Artificial Intelligence Education for Non-computer Science Majors in Universities. ICCSE (2) (2023)
Kaixiang Yang, Hongya Wang, Ming Du, Zhizheng Wang, Zongyuan Tan, Jie Zhang, Yingyuan Xiao
An efficient indexing technique for billion-scale nearest neighbor search. Multim. Tools Appl. 82 (20) (2023)
Haixiang Zhao, Guojing Zhang, Ming Du, Xiaoying Wang
Improving Global Precipitation in Numerical Weather Prediction Systems based on Deep Learning Techniques. HPCC/DSS/SmartCity/DependSys (2023)
Ming Du, Pengfei Jiao, Huijun Tang, Wang Zhang, Jian Wu
Role-oriented representation learning via fusioning local and higher-order feature. Knowl. Based Syst. 282 (2023)
Junfeng Zhou, Jeffrey Xu Yu, Yaxian Qiu, Xian Tang, Ziyang Chen, Ming Du
Fast Reachability Queries Answering Based on $\mathsf{RCN}$RCN Reduction. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Ming Du, Arnau Ramisa, Amit Kumar K. C, Sampath Chanda, Mengjiao Wang, Neelakandan Rajesh, Shasha Li, Yingchuan Hu, Tao Zhou, Nagashri Lakshminarayana, Son Tran, Doug Gray
Amazon Shop the Look: A Visual Search System for Fashion and Home. KDD (2022)
Hongya Wang, Shunxin Dai, Ming Du, Bo Xu, Mingyong Li
Revisiting Performance Measures for Cross-Modal Hashing. ICMR (2022)
Ming Du, Haodong Jing, Yongqiang Ma, Nanning Zheng
Hierarchical Causality Network: Find the Effective Connectivity in Visual Cortex. AIAI (1) (2022)
Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Chaofeng Sha, Yanghua Xiao
Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts. COLING (2022)
Ming Du, Luyi Cheng, Bo Xu, Zhijun Wang, Sufen Wang, Junyi Yuan, Changqing Pan
TS-DST: A Two-Stage Framework for Schema-Guided Dialogue State Tracking with Selected Dialogue History. IJCNN (2022)
Haodong Jing, Ming Du, Yongqiang Ma, Nanning Zheng
Exploring the Relationship Between Visual Information and Language Semantic Concept in the Human Brain. AIAI (1) (2022)
Junfeng Zhou, Xian Tang, Ming Du
Efficient Reachability Ratio Computation for 2-hop Labeling Scheme. CoRR (2022)
Bo Xu, Zhengqi Zhang, Chaofeng Sha, Ming Du, Hui Song, Hongya Wang
A Three-Stage Curriculum Learning Framework with Hierarchical Label Smoothing for Fine-Grained Entity Typing. DASFAA (3) (2022)
Jing Bai, Junfeng Zhou, Ming Du, Ziyang Chen
Index-based top kα-maximal-clique enumeration over uncertain graphs. J. Supercomput. 78 (17) (2022)
Yuhong Jin, Lei Hou, Ming Du, Yushu Chen
A Wavelet Transform and self-supervised learning-based framework for bearing fault diagnosis with limited labeled data. CoRR (2022)
Haiyong Wang, Wei Mao, Shenglei Zhao, Yuanhao He, Jiabo Chen, Ming Du, Xuefeng Zheng, Chong Wang, Chunfu Zhang, Jincheng Zhang, Yue Hao
Unidirectional p-GaN gate HEMT with composite source-drain field plates. Sci. China Inf. Sci. 65 (2) (2022)
Bo Xu, Zhong Sun, Ming Du, Hui Song, Hongya Wang
Knowledge Base Entity Typing From Text via Entity-Aware Heterogeneous Graph Attention Network. IJCNN (2022)
Zongyuan Tan, Hongya Wang, Ming Du, Jie Zhang
DASH: Data Aware Locality Sensitive Hashing. APWeb/WAIM (2) (2022)
Junfeng Zhou, Jeffrey Xu Yu, Yaxian Qiu, Xian Tang, Ziyang Chen, Ming Du
Fast Reachability Queries Answering based on RCN Reduction (Extended abstract). ICDE (2022)
Kaixiang Yang, Hongya Wang, Ming Du, Zhizheng Wang, Zongyuan Tan, Yingyuan Xiao
Hierarchical Link and Code: Efficient Similarity Search for Billion-Scale Image Sets. PG (Short Papers, Posters, and Work-in-Progress Papers) (2021)
Kaixiang Yang, Hongya Wang, Bo Xu, Wei Wang, Yingyuan Xiao, Ming Du, Junfeng Zhou
Tao: A Learning Framework for Adaptive Nearest Neighbor Search using Static Features Only. CoRR (2021)
Xiaozhe Li, Xuan Wang, Junfeng Zhou, Ming Du
buTCS: An Optimized Algorithm for Estimating the Size of Transitive Closure. IEEE Access 9 (2021)
Bo Xu, Zhengqi Zhang, Xiangsan Zhao, Hui Song, Ming Du
Improving Sentence-Level Relation Classification via Machine Reading Comprehension and Reinforcement Learning. PRICAI (2) (2021)
Jing Bai, Junfeng Zhou, Ming Du, Peng Zhong
Efficient (k, α)-Maximal-Cliques Enumeration Over Uncertain Graphs. IEEE Access 9 (2021)
Ming Du, Wenkun Wang, Sufen Wang, Bo Xu
A unified framework for attribute extraction in electronic medical records. ACAI (2020)
Ming Du, Saugat Kandel, Junjing Deng, Xiaojing Huang, Arnaud Demortiere, Tuan Tu Nguyen, Rémi Tucoulou, Vincent De Andrade, Qiaoling Jin, Chris Jacobsen
Adorym: A multi-platform generic x-ray image reconstruction framework based on automatic differentiation. CoRR (2020)
Sufen Wang, Minmin Pang, Changqing Pan, Junyi Yuan, Bo Xu, Ming Du, Hong Zhang
Information Extraction for Intestinal Cancer Electronic Medical Records. IEEE Access 8 (2020)
Ming Du, Dandan Cao, Xi Chen, Shurui Fan, Zirui Li
Short-Term Demand Forecasting of Shared Bicycles Based on Long Short-Term Memory Neural Network Model. ICAIS (1) (2020)
Son Tran, Ming Du, Sampath Chanda, R. Manmatha, Cj Taylor
Searching for Apparel Products from Images in the Wild. CoRR (2019)
Ming Du, Jun Jiang, Zhengwei Jiang, Zhigang Lu, Xiangyu Du
PRTIRG: A Knowledge Graph for People-Readable Threat Intelligence Recommendation. KSEM (1) (2019)
Xin Feng, Youni Jiang, Xuejiao Yang, Ming Du, Xin Li
Computer vision algorithms and hardware implementations: A survey. Integr. 69 (2019)
Hong Zhang, Fa Zhang, Fei Ren, Zhonglie Wang, Xiaosong Rao, Li Li, Junbo Hao, Rui Yan, Jiancheng Luo, Ming Du
Predicting Tumor Mutational Burden from Liver Cancer Pathological Images Using Convolutional Neural Network. BIBM (2019)
Ming Du, Anping Yang, Junfeng Zhou, Xian Tang, Ziyang Chen, Yanfei Zuo
: A Novel Labeling Scheme for k-Hop Reachability Queries on DAGs. IEEE Access 7 (2019)
Ming Du, Minmin Pang, Bo Xu
Multi-task Learning for Attribute Extraction from Unstructured Electronic Medical Records. JIST (2) (2019)
Si-yu Yu, Nanning Zheng, Hao Wu, Ming Du, Badong Chen
Exploring Brain Effective Connectivity in Visual Perception Using a Hierarchical Correlation Network. AIAI (2019)
Ming Du, Yan Ding, Xiuyun Meng, Hua-Liang Wei, Yifan Zhao
Distractor-Aware Deep Regression for Visual Tracking. Sensors 19 (2) (2019)
Sufen Wang, Kejing Zhang, Ming Du, Zhijun Wang
Development and measurement validity of an instrument for the impact of technology-mediated learning on learning processes. Comput. Educ. 121 (2018)
Ryan Chard, Rafael Vescovi, Ming Du, Hanyu Li, Kyle Chard, Steven Tuecke, Narayanan Kasthuri, Ian T. Foster
High-Throughput Neuroanatomy and Trigger-Action Programming: A Case Study in Research Automation. AI-Science@HPDC (2018)
Ming Du, Xiangjun Zhao
改进Retinex的光照变化人脸图像增强算法 (Face Enhancement Algorithm with Variable Illumination Based on Improved Retinex). 计算机科学 43 (2) (2016)
Ming Du, Rama Chellappa
Face Association for Videos Using Conditional Random Fields and Max-Margin Markov Networks. IEEE Trans. Pattern Anal. Mach. Intell. 38 (9) (2016)
Shi Qiu, Yongsheng Dong, Xiaoqiang Lu, Ming Du
Gestalt Principle Based Change Detection and Background Reconstruction. IVS (2016)
Ming Du, Rama Chellappa
Video-Based Face Recognition Using the Intra-Personal/Extra-Personal Difference Dictionary. BMVC (2014)
Ming Du, Aswin C. Sankaranarayanan, Rama Chellappa
Robust Face Recognition From Multi-View Videos. IEEE Trans. Image Process. 23 (3) (2014)
Zhijun Wang, Keyuan Jiang, Ming Du, Jiajin Le
Content-based query for class-level tagged items via the EPC network. IOT (2014)
Ming Du, Xiaoming Nan, Ling Guan
Monocular Human Motion Tracking by Using DE-MC Particle Filter. IEEE Trans. Image Process. 22 (10) (2013)
Ming Du, Rama Chellappa
Face Association across Unconstrained Video Frames Using Conditional Random Fields. ECCV (7) (2012)
Jueping Cai, Zheng Liu, Ming Du, Zan Li, Lei Yao
Integrated Modeling, Generation and Optimization for Packet based NoC Topology. AINA (2010)
Zheng Liu, Jueping Cai, Ming Du, Lei Yao, Zan Li
Hybrid Communication Reconfigurable Network on Chip for MPSoC. AINA (2010)
Ming Du, Yan Zhao, Jiajin Le
Using Flash Memory as Storage for Read-Intensive Database. DBTA (2009)
Yan Zhao, Ming Du, Jiajin Le, Yongcheng Luo
A Survey on Privacy Preserving Approaches in Data Publishing. DBTA (2009)
Ye Jin, Ling Song, Xianglong Tang, Ming Du
A Hierarchical Approach for Banknote Image Processing Using Homogeneity and FFD Model. IEEE Signal Process. Lett. 15 (2008)
Chun-Hao Wang, Xiaoming Fan, Ming Du, Bruce Elder, Xiaoou Tang, Ling Guan
Special Effects in Film Making with Object Based Transformations. ICME (2007)
Ming Du, Ling Guan
Monocular Human Motion Tracking with the DE-MC Particle Filter. ICASSP (2) (2006)
Ming Du, Ling Guan
Human recognition by body shape features. Human Vision and Electronic Imaging (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ming Du