Mingda Zhang

According to our database, Mingda Zhang authored at least 60 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities.

Lichang Chen, Hexiang Hu, Mingda Zhang, Yiwen Chen, Zifeng Wang, Yandong Li, Pranav Shyam, Tianyi Zhou, Heng Huang, Ming-Hsuan Yang, Boqing Gong

CoRR, 2024

BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning.

Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Mingli Zhu, Ruotong Wang, Li Liu, Chao Shen

CoRR, 2024

VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models.

Zihao Zhu, Mingda Zhang, Shaokui Wei, Bingzhe Wu, Baoyuan Wu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

VIEWS: Entity-Aware News Video Captioning.

Hammad A. Ayyubi, Tianqi Liu, Arsha Nagrani, Xudong Lin, Mingda Zhang, Anurag Arnab, Feng Han, Yukun Zhu, Xuande Feng, Kevin Zhang, Jialu Liu, Shih-Fu Chang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

An interoperable and service-oriented approach for real-time environmental simulation by coupling OGC WPS and SensorThings API.

Mingda Zhang, Peng Yue, Lei Hu, Huayi Wu, Fan Zhang

Environ. Model. Softw., July, 2023

Enhancing FAIR Data Services in Agricultural Disaster: A Review.

Lei Hu, Chenxiao Zhang, Mingda Zhang, Yuming Shi, Jiasheng Lu, Zhe Fang

Remote. Sens., April, 2023

Learning to Overcome Noise in Weak Caption Supervision for Object Detection.

Mesut Erhan Unal, Keren Ye, Mingda Zhang, Christopher Thomas, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

A service-oriented collaborative approach to disaster decision support by integrating geospatial resources and task chain.

Zhe Fang, Peng Yue, Mingda Zhang, Jinbiao Xie, Dongjin Wu, Liangcun Jiang

Int. J. Appl. Earth Obs. Geoinformation, March, 2023

Multi-agent reinforcement learning to unify order-matching and vehicle-repositioning in ride-hailing services.

Mingyue Xu, Peng Yue, Fan Yu, Can Yang, Mingda Zhang, Shangcheng Li, Hao Li

Int. J. Geogr. Inf. Sci., 2023

Defenses in Adversarial Machine Learning: A Survey.

Baoyuan Wu, Shaokui Wei, Mingli Zhu, Meixi Zheng, Zihao Zhu, Mingda Zhang, Hongrui Chen, Danni Yuan, Li Liu, Qingshan Liu

CoRR, 2023

Activation Gradient based Poisoned Sample Detection Against Backdoor Attacks.

Danni Yuan, Shaokui Wei, Mingda Zhang, Li Liu, Baoyuan Wu

CoRR, 2023

Video Summarization: Towards Entity-Aware Captions.

Hammad A. Ayyubi, Tianqi Liu, Arsha Nagrani, Xudong Lin, Mingda Zhang, Anurag Arnab, Feng Han, Yukun Zhu, Jialu Liu, Shih-Fu Chang

CoRR, 2023

VDC: Versatile Data Cleanser for Detecting Dirty Samples via Visual-Linguistic Inconsistency.

Zihao Zhu, Mingda Zhang, Shaokui Wei, Bingzhe Wu, Baoyuan Wu

CoRR, 2023

Boosting Backdoor Attack with A Learnable Poisoning Sample Selection Strategy.

Zihao Zhu, Mingda Zhang, Shaokui Wei, Li Shen, Yanbo Fan, Baoyuan Wu

CoRR, 2023

Federated Learning of Shareable Bases for Personalization-Friendly Image Classification.

Hong-You Chen, Jike Zhong, Mingda Zhang, Xuhui Jia, Hang Qi, Boqing Gong, Wei-Lun Chao, Li Zhang

CoRR, 2023

How to Practice VQA on a Resource-limited Target Domain.

Mingda Zhang, Rebecca Hwa, Adriana Kovashka

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples.

Shaokui Wei, Mingda Zhang, Hongyuan Zha, Baoyuan Wu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Video Timeline Modeling For News Story Understanding.

Meng Liu, Mingda Zhang, Jialu Liu, Hanjun Dai, Ming-Hsuan Yang, Shuiwang Ji, Zheyun Feng, Boqing Gong

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Train-Once-for-All Personalization.

Hong-You Chen, Yandong Li, Yin Cui, Mingda Zhang, Wei-Lun Chao, Li Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

MGTIPM: A Multi-granularity Time Intention Prediction Model for Next Point-of-Interest Recommendation.

Junyi Wu, Hao Li, Can Yang, Jian Li, Kai Yan, Mingda Zhang, Ruixiang Liu

Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023

2022

A Hybrid Triple Collocation-Deep Learning Approach for Improving Soil Moisture Estimation from Satellite and Model-Based Data.

Wenting Ming, Xuan Ji, Mingda Zhang, Yungang Li, Chang Liu, Yinfei Wang, Jiqiu Li

Remote. Sens., 2022

Facilitating Typhoon-Triggered Flood Disaster-Ready Information Delivery Using SDI Services Approach - A Case Study in Hainan.

Lei Hu, Zhe Fang, Mingda Zhang, Liangcun Jiang, Peng Yue

Remote. Sens., 2022

BackdoorBench: A Comprehensive Benchmark of Backdoor Learning.

Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Chao Shen, Hongyuan Zha

CoRR, 2022

BackdoorBench: A Comprehensive Benchmark of Backdoor Learning.

Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Chao Shen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards an Integrated Service Platform in Remote Sensing Satellite Ground Station for Telemetry, Operational Control, and Data Application.

Chang Liu, Boyi Shangguan, Mingda Zhang, Peng Yue

Proceedings of the 10th International Conference on Agro-geoinformatics, 2022

2021

Interpreting the Rhetoric of Visual Advertisements.

Keren Ye, Narges Honarvar Nazari, James Hahn, Zaeem Hussain, Mingda Zhang, Adriana Kovashka

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Breaking Shortcuts by Masking for Robust Visual Reasoning.

Keren Ye, Mingda Zhang, Adriana Kovashka

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels.

Mingda Zhang, Tristan Maidment, Ahmad Diab, Adriana Kovashka, Rebecca Hwa

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

BasisNet: Two-Stage Model Synthesis for Efficient Inference.

Mingda Zhang, Chun-Te Chu, Andrey Zhmoginov, Andrew Howard, Brendan Jou, Yukun Zhu, Li Zhang, Rebecca Hwa, Adriana Kovashka

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Abg-CoQA: Clarifying Ambiguity in Conversational Question Answering.

Meiqi Guo, Mingda Zhang, Siva Reddy, Malihe Alikhani

Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

A method for solving vehicle routing problems with pickup and delivery with time windows for ride-sharing services.

Zhipeng Cao, Liangcun Jiang, Mingda Zhang, Boyi Shangguan, Peng Yue, Zheheng Liang

Proceedings of the 9th International Conference on Agro-Geoinformatics, 2021

2020

Monitoring Land Surface Temperature Change with Landsat Images during Dry Seasons in Bac Binh, Vietnam.

Thanhtung Dang, Peng Yue, Felix Bachofer, Michael Wang, Mingda Zhang

Remote. Sens., 2020

Coupling OGC WPS and W3C PROV for provenance-aware geoprocessing workflows.

Mingda Zhang, Liangcun Jiang, Jing Zhao, Peng Yue, Xuequan Zhang

Comput. Geosci., 2020

Interoperable web sharing of environmental models using OGC web processing service and Open Modeling Interface (OpenMI).

Mingda Zhang, Liangcun Jiang, Peng Yue, Jianya Gong

Environ. Model. Softw., 2020

An interactive 4D spatio-temporal visualization system for hydrometeorological data in natural disasters.

Xuequan Zhang, Mingda Zhang, Liangcun Jiang, Peng Yue

Int. J. Digit. Earth, 2020

Monitoring ICU Mortality Risk with a Long Short-Term Memory Recurrent Neural Network.

Ke Yu, Mingda Zhang, Tianyi Cui, Milos Hauskrecht

Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

Geocube: Towards the Multi-Source Geospatial Data Cube in Big Data Era.

Peng Yue, Boyi Shangguan, Mingda Zhang, Fan Gao, Zhipeng Cao, Liangcun Jiang, Zhe Fang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Story Completion with Explicit Modeling of Commonsense Knowledge.

Mingda Zhang, Keren Ye, Rebecca Hwa, Adriana Kovashka

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

An Enhanced Deep Convolutional Model for Spatiotemporal Image Fusion.

Zhenyu Tan, Liping Di, Mingda Zhang, Liying Guo, Meiling Gao

Remote. Sens., 2019

Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection.

Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Learning to discover and localize visual objects with open vocabulary.

Keren Ye, Mingda Zhang, Wei Li, Danfeng Qin, Adriana Kovashka, Jesse Berent

CoRR, 2018

Equal But Not The Same: Understanding the Implicit Relationship Between Persuasive Images and Text.

Mingda Zhang, Rebecca Hwa, Adriana Kovashka

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Model provenance tracking and inference for integrated environmental modelling.

Mingda Zhang, Peng Yue, Zhaoyan Wu, Danielle Ziébelin, Huayi Wu, Chenxiao Zhang

Environ. Model. Softw., 2017

An open standards based method for integrated environmental modelling.

Lianlian He, Peng Yue, Mingda Zhang

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Automatic Understanding of Image and Video Advertisements.

Zaeem Hussain, Mingda Zhang, Xiaozhong Zhang, Keren Ye, Christopher Thomas, Zuha Agha, Nathan Ong, Adriana Kovashka

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Ontology for processing service orchestration.

Mingda Zhang, Joshua Lieberman, Peng Yue

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

Geospatial data storage based on HBase and MapReduce.

Fan Gao, Peng Yue, Zhaoyan Wu, Mingda Zhang

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

A script-based workflow module for composition of geoprocesing functions in GRASS.

Xiaoqian Bu, Peng Yue, Mingda Zhang

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

2016

A Sensor Web and Web Service-Based Approach for Active Hydrological Disaster Monitoring.

Xi Zhai, Peng Yue, Mingda Zhang

ISPRS Int. J. Geo Inf., 2016

2015

An SDI Approach for Big Data Analytics: The Case on Sensor Web Event Detection and Geoprocessing Workflow.

Peng Yue, Chenxiao Zhang, Mingda Zhang, Xi Zhai, Liangcun Jiang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Adding Geospatial Data Provenance into SDI - A Service-Oriented Approach.

Lianlian He, Peng Yue, Liping Di, Mingda Zhang, Lei Hu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Task-oriented Sensor Web data processing for environmental monitoring.

Lei Hu, Peng Yue, Mingda Zhang, Jianya Gong, Liangcun Jiang, Xining Zhang

Earth Sci. Informatics, 2015

Fuzzy spatial relation ontology driven detection of complex geospatial features in a web service environment.

Lianlian He, Peng Yue, Liangcun Jiang, Mingda Zhang

Earth Sci. Informatics, 2015

A geoprocessing workflow system for environmental monitoring and integrated modelling.

Peng Yue, Mingda Zhang, Zhenyu Tan

Environ. Model. Softw., 2015

2014

Extending PROV Data Model for Provenance-Aware Sensor Web.

Peng Yue, Xia Guo, Mingda Zhang, Liangcun Jiang

Proceedings of the Provenance and Annotation of Data and Processes, 2014

Sensor Web event detection and geoprocessing over Big data.

Peng Yue, Chenxiao Zhang, Mingda Zhang, Liangcun Jiang

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Granularity of geospatial data provenance.

Peng Yue, Mingda Zhang, Xia Guo, Zhenyu Tan

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

A Linked Data Approach for Geospatial Data Provenance.

Jie Yuan, Peng Yue, Jianya Gong, Mingda Zhang

IEEE Trans. Geosci. Remote. Sens., 2013

High-Speed Modular Multipliers Based on a New Binary Signed-Digit Adder Tree Structure.

Mingda Zhang, Shugang Wei

J. Circuits Syst. Comput., 2013

2011

Efficient residue checker using new binary modular adder tree structure for error detection of arithmetic.

Mingda Zhang, Shugang Wei

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011