Mingda Zhang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 60

Top Topics

Efficient Inference

Geospatial Data

Environmental Monitoring

Top Venues

Agro-Geoinformatics

Environ. Model. Softw.

Publications

Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Mingli Zhu, Ruotong Wang, Li Liu, Chao Shen
BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning. CoRR (2024)
Zihao Zhu, Mingda Zhang, Shaokui Wei, Bingzhe Wu, Baoyuan Wu
VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models. ICLR (2024)
Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Mingli Zhu, Ruotong Wang, Li Liu, Chao Shen
BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning. CoRR (2024)
Meng Liu, Mingda Zhang, Jialu Liu, Hanjun Dai, Ming-Hsuan Yang, Shuiwang Ji, Zheyun Feng, Boqing Gong
Video Timeline Modeling For News Story Understanding. NeurIPS (2023)
Shaokui Wei, Mingda Zhang, Hongyuan Zha, Baoyuan Wu
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples. CoRR (2023)
Hong-You Chen, Jike Zhong, Mingda Zhang, Xuhui Jia, Hang Qi, Boqing Gong, Wei-Lun Chao, Li Zhang
Federated Learning of Shareable Bases for Personalization-Friendly Image Classification. CoRR (2023)
Hong-You Chen, Yandong Li, Yin Cui, Mingda Zhang, Wei-Lun Chao, Li Zhang
Train-Once-for-All Personalization. CVPR (2023)
Danni Yuan, Shaokui Wei, Mingda Zhang, Li Liu, Baoyuan Wu
Activation Gradient based Poisoned Sample Detection Against Backdoor Attacks. CoRR (2023)
Mesut Erhan Unal, Keren Ye, Mingda Zhang, Christopher Thomas, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent
Learning to Overcome Noise in Weak Caption Supervision for Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Hammad A. Ayyubi, Tianqi Liu, Arsha Nagrani, Xudong Lin, Mingda Zhang, Anurag Arnab, Feng Han, Yukun Zhu, Jialu Liu, Shih-Fu Chang
Video Summarization: Towards Entity-Aware Captions. CoRR (2023)
Mingda Zhang, Rebecca Hwa, Adriana Kovashka
How to Practice VQA on a Resource-limited Target Domain. WACV (2023)
Lei Hu, Chenxiao Zhang, Mingda Zhang, Yuming Shi, Jiasheng Lu, Zhe Fang
Enhancing FAIR Data Services in Agricultural Disaster: A Review. Remote. Sens. 15 (8) (2023)
Mingyue Xu, Peng Yue, Fan Yu, Can Yang, Mingda Zhang, Shangcheng Li, Hao Li
Multi-agent reinforcement learning to unify order-matching and vehicle-repositioning in ride-hailing services. Int. J. Geogr. Inf. Sci. 37 (2) (2023)
Junyi Wu, Hao Li, Can Yang, Jian Li, Kai Yan, Mingda Zhang, Ruixiang Liu
MGTIPM: A Multi-granularity Time Intention Prediction Model for Next Point-of-Interest Recommendation. Agro-Geoinformatics (2023)
Mingda Zhang, Peng Yue, Lei Hu, Huayi Wu, Fan Zhang
An interoperable and service-oriented approach for real-time environmental simulation by coupling OGC WPS and SensorThings API. Environ. Model. Softw. 165 (2023)
Zihao Zhu, Mingda Zhang, Shaokui Wei, Bingzhe Wu, Baoyuan Wu
VDC: Versatile Data Cleanser for Detecting Dirty Samples via Visual-Linguistic Inconsistency. CoRR (2023)
Meng Liu, Mingda Zhang, Jialu Liu, Hanjun Dai, Ming-Hsuan Yang, Shuiwang Ji, Zheyun Feng, Boqing Gong
Video Timeline Modeling For News Story Understanding. CoRR (2023)
Zhe Fang, Peng Yue, Mingda Zhang, Jinbiao Xie, Dongjin Wu, Liangcun Jiang
A service-oriented collaborative approach to disaster decision support by integrating geospatial resources and task chain. Int. J. Appl. Earth Obs. Geoinformation 117 (2023)
Zihao Zhu, Mingda Zhang, Shaokui Wei, Li Shen, Yanbo Fan, Baoyuan Wu
Boosting Backdoor Attack with A Learnable Poisoning Sample Selection Strategy. CoRR (2023)
Shaokui Wei, Mingda Zhang, Hongyuan Zha, Baoyuan Wu
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples. NeurIPS (2023)
Baoyuan Wu, Shaokui Wei, Mingli Zhu, Meixi Zheng, Zihao Zhu, Mingda Zhang, Hongrui Chen, Danni Yuan, Li Liu, Qingshan Liu
Defenses in Adversarial Machine Learning: A Survey. CoRR (2023)
Wenting Ming, Xuan Ji, Mingda Zhang, Yungang Li, Chang Liu, Yinfei Wang, Jiqiu Li
A Hybrid Triple Collocation-Deep Learning Approach for Improving Soil Moisture Estimation from Satellite and Model-Based Data. Remote. Sens. 14 (7) (2022)
Chang Liu, Boyi Shangguan, Mingda Zhang, Peng Yue
Towards an Integrated Service Platform in Remote Sensing Satellite Ground Station for Telemetry, Operational Control, and Data Application. Agro-Geoinformatics (2022)
Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Chao Shen
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning. NeurIPS (2022)
Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Chao Shen, Hongyuan Zha
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning. CoRR (2022)
Lei Hu, Zhe Fang, Mingda Zhang, Liangcun Jiang, Peng Yue
Facilitating Typhoon-Triggered Flood Disaster-Ready Information Delivery Using SDI Services Approach - A Case Study in Hainan. Remote. Sens. 14 (8) (2022)
Keren Ye, Mingda Zhang, Adriana Kovashka
Breaking Shortcuts by Masking for Robust Visual Reasoning. WACV (2021)
Meiqi Guo, Mingda Zhang, Siva Reddy, Malihe Alikhani
Abg-CoQA: Clarifying Ambiguity in Conversational Question Answering. AKBC (2021)
Zhipeng Cao, Liangcun Jiang, Mingda Zhang, Boyi Shangguan, Peng Yue, Zheheng Liang
A method for solving vehicle routing problems with pickup and delivery with time windows for ride-sharing services. Agro-Geoinformatics (2021)
Mingda Zhang, Tristan Maidment, Ahmad Diab, Adriana Kovashka, Rebecca Hwa
Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels. CVPR (2021)
Mingda Zhang, Chun-Te Chu, Andrey Zhmoginov, Andrew G. Howard, Brendan Jou, Yukun Zhu, Li Zhang, Rebecca Hwa, Adriana Kovashka
BasisNet: Two-stage Model Synthesis for Efficient Inference. CoRR (2021)
Mingda Zhang, Tristan Maidment, Ahmad Diab, Adriana Kovashka, Rebecca Hwa
Domain-robust VQA with diverse datasets and methods but no target labels. CoRR (2021)
Keren Ye, Narges Honarvar Nazari, James Hahn, Zaeem Hussain, Mingda Zhang, Adriana Kovashka
Interpreting the Rhetoric of Visual Advertisements. IEEE Trans. Pattern Anal. Mach. Intell. 43 (4) (2021)
Mingda Zhang, Chun-Te Chu, Andrey Zhmoginov, Andrew Howard, Brendan Jou, Yukun Zhu, Li Zhang, Rebecca Hwa, Adriana Kovashka
BasisNet: Two-Stage Model Synthesis for Efficient Inference. CVPR Workshops (2021)
Ke Yu, Mingda Zhang, Tianyi Cui, Milos Hauskrecht
Monitoring ICU Mortality Risk with a Long Short-Term Memory Recurrent Neural Network. PSB (2020)
Thanhtung Dang, Peng Yue, Felix Bachofer, Michael Wang, Mingda Zhang
Monitoring Land Surface Temperature Change with Landsat Images during Dry Seasons in Bac Binh, Vietnam. Remote. Sens. 12 (24) (2020)
Mingda Zhang, Keren Ye, Rebecca Hwa, Adriana Kovashka
Story Completion with Explicit Modeling of Commonsense Knowledge. CVPR Workshops (2020)
Peng Yue, Boyi Shangguan, Mingda Zhang, Fan Gao, Zhipeng Cao, Liangcun Jiang, Zhe Fang
Geocube: Towards the Multi-Source Geospatial Data Cube in Big Data Era. IGARSS (2020)
Mingda Zhang, Liangcun Jiang, Peng Yue, Jianya Gong
Interoperable web sharing of environmental models using OGC web processing service and Open Modeling Interface (OpenMI). Environ. Model. Softw. 133 (2020)
Xuequan Zhang, Mingda Zhang, Liangcun Jiang, Peng Yue
An interactive 4D spatio-temporal visualization system for hydrometeorological data in natural disasters. Int. J. Digit. Earth 13 (11) (2020)
Mingda Zhang, Liangcun Jiang, Jing Zhao, Peng Yue, Xuequan Zhang
Coupling OGC WPS and W3C PROV for provenance-aware geoprocessing workflows. Comput. Geosci. 138 (2020)
Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection. ICCV (2019)
Zhenyu Tan, Liping Di, Mingda Zhang, Liying Guo, Meiling Gao
An Enhanced Deep Convolutional Model for Spatiotemporal Image Fusion. Remote. Sens. 11 (24) (2019)
Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection. CoRR (2019)
Keren Ye, Mingda Zhang, Wei Li, Danfeng Qin, Adriana Kovashka, Jesse Berent
Learning to discover and localize visual objects with open vocabulary. CoRR (2018)
Mingda Zhang, Rebecca Hwa, Adriana Kovashka
Equal But Not The Same: Understanding the Implicit Relationship Between Persuasive Images and Text. BMVC (2018)
Mingda Zhang, Rebecca Hwa, Adriana Kovashka
Equal But Not The Same: Understanding the Implicit Relationship Between Persuasive Images and Text. CoRR (2018)
Zaeem Hussain, Mingda Zhang, Xiaozhong Zhang, Keren Ye, Christopher Thomas, Zuha Agha, Nathan Ong, Adriana Kovashka
Automatic Understanding of Image and Video Advertisements. CVPR (2017)
Lianlian He, Peng Yue, Mingda Zhang
An open standards based method for integrated environmental modelling. IGARSS (2017)
Xiaoqian Bu, Peng Yue, Mingda Zhang
A script-based workflow module for composition of geoprocesing functions in GRASS. Agro-Geoinformatics (2017)
Mingda Zhang, Peng Yue, Zhaoyan Wu, Danielle Ziébelin, Huayi Wu, Chenxiao Zhang
Model provenance tracking and inference for integrated environmental modelling. Environ. Model. Softw. 96 (2017)
Zaeem Hussain, Mingda Zhang, Xiaozhong Zhang, Keren Ye, Christopher Thomas, Zuha Agha, Nathan Ong, Adriana Kovashka
Automatic Understanding of Image and Video Advertisements. CoRR (2017)
Mingda Zhang, Joshua Lieberman, Peng Yue
Ontology for processing service orchestration. Agro-Geoinformatics (2017)
Fan Gao, Peng Yue, Zhaoyan Wu, Mingda Zhang
Geospatial data storage based on HBase and MapReduce. Agro-Geoinformatics (2017)
Xi Zhai, Peng Yue, Mingda Zhang
A Sensor Web and Web Service-Based Approach for Active Hydrological Disaster Monitoring. ISPRS Int. J. Geo Inf. 5 (10) (2016)
Peng Yue, Chenxiao Zhang, Mingda Zhang, Xi Zhai, Liangcun Jiang
An SDI Approach for Big Data Analytics: The Case on Sensor Web Event Detection and Geoprocessing Workflow. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (10) (2015)
Lei Hu, Peng Yue, Mingda Zhang, Jianya Gong, Liangcun Jiang, Xining Zhang
Task-oriented Sensor Web data processing for environmental monitoring. Earth Sci. Informatics 8 (3) (2015)
Lianlian He, Peng Yue, Liangcun Jiang, Mingda Zhang
Fuzzy spatial relation ontology driven detection of complex geospatial features in a web service environment. Earth Sci. Informatics 8 (1) (2015)
Peng Yue, Mingda Zhang, Zhenyu Tan
A geoprocessing workflow system for environmental monitoring and integrated modelling. Environ. Model. Softw. 69 (2015)
Lianlian He, Peng Yue, Liping Di, Mingda Zhang, Lei Hu
Adding Geospatial Data Provenance into SDI - A Service-Oriented Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (2) (2015)
Peng Yue, Chenxiao Zhang, Mingda Zhang, Liangcun Jiang
Sensor Web event detection and geoprocessing over Big data. IGARSS (2014)
Peng Yue, Xia Guo, Mingda Zhang, Liangcun Jiang
Extending PROV Data Model for Provenance-Aware Sensor Web. IPAW (2014)
Peng Yue, Mingda Zhang, Xia Guo, Zhenyu Tan
Granularity of geospatial data provenance. IGARSS (2014)
Jie Yuan, Peng Yue, Jianya Gong, Mingda Zhang
A Linked Data Approach for Geospatial Data Provenance. IEEE Trans. Geosci. Remote. Sens. 51 (11) (2013)
Mingda Zhang, Shugang Wei
High-Speed Modular Multipliers Based on a New Binary Signed-Digit Adder Tree Structure. J. Circuits Syst. Comput. 22 (6) (2013)
Mingda Zhang, Shugang Wei
Efficient residue checker using new binary modular adder tree structure for error detection of arithmetic. FSKD (2011)