Haodi Zhang

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2025
M <sup>2</sup> Caps: learning multi-modal capsules of optical and SAR images for land cover classification.
Int. J. Digit. Earth, December, 2025

Towards Visualizing Electronic Medical Records via Natural Language Queries.
CoRR, June, 2025

Bridging the Gap: Enabling Natural Language Queries for NoSQL Databases through Text-to-NoSQL Translation.
CoRR, February, 2025

Learning Road Network Index Structure for Efficient Map Matching.
IEEE Trans. Knowl. Data Eng., January, 2025

Prompt-Based Relation Extraction By Reasoning with Contextual Knowledge.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

Dual Learning Between Molecules and Natural Language.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

Natural Language to Overpass Query: A Multi-Step Approach Using Task Decomposition and Key-Value Correction.
Proceedings of the 26th IEEE International Conference on Mobile Data Management, 2025

HRLMS: A Data-Driven Hierarchical Reinforcement Learning System for Interactive Rule Intervention and Visualization.
Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

FeVisQA: Free-Form Question Answering over Data Visualizations.
Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

Towards Robustness of Text-to-Visualization Translation Against Lexical and Phrasal Variability.
Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

Climate Downscaling Using Neural Operator: Spatiotemporal Multimodal Fusion Operator with State-Query Coupled Kernel.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024
Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability.
CoRR, 2024

COSIS: An AI-Enabled Digital Transformation Framework Integrating Large Language Models and Key Performance Indicators.
Proceedings of the Services Computing - SCC 2024, 2024

Bézier-UKF Enhanced Incremental MPC Planner for Quadrotor Based Target Following.
Proceedings of the IEEE International Conference on Industrial Technology, 2024

Demonstration of FeVisQA: Free-Form Question Answering over Data Visualization.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

GAN Augmentation-Based Continuous Authentication for Vehicular Digital Twin.
Proceedings of the IEEE International Conference on Communications, 2024

UeFormer: A Unifying Encoding Transformer Neural Operator for meteorological downscaling.
Proceedings of the 5th International Conference on Big Data & Artificial Intelligence & Software Engineering, 2024

Recognizing Textual Entailment by Hierarchical Crowdsourcing with Diverse Labor Costs.
Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

Automatic SQL Query Generation from Code Switched Natural Language Questions on Electronic Medical Records.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023
A secure recharge scheme for blockchain payment channels.
J. Inf. Secur. Appl., November, 2023

IRLM: Inductive Representation Learning Model for Personalized POI Recommendation.
IEEE Trans. Comput. Soc. Syst., October, 2023

Multi-Classification and Tree-Based Ensemble Network for the Intrusion Detection System in the Internet of Vehicles.
Sensors, October, 2023

Deep Learning Methods for Semantic Segmentation in Remote Sensing with Small Data: A Survey.
Remote. Sens., October, 2023

Burstiness-Aware Web Search Analysis on Different Levels of Evidences.
IEEE Trans. Knowl. Data Eng., March, 2023

Deep learning multi-modal fusion based 3D object detection. (Détection d'objets 3D par fusion multimodale basée sur l'apprentissage profond).
PhD thesis, 2023

Where to: Crowd-Aided Path Selection by Selective Bayesian Network.
IEEE Trans. Knowl. Data Eng., 2023

Self-Convinced Prompting: Few-Shot Question Answering with Repeated Introspection.
CoRR, 2023

Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Integrating Automated Knowledge Extraction with Large Language Models for Explainable Medical Decision-Making.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Query-Aware Quantization for Maximum Inner Product Search.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Cleaning Uncertain Data With Crowdsourcing - A General Model With Diverse Accuracy Rates.
IEEE Trans. Knowl. Data Eng., 2022

An enhanced <i>N</i>-point interpolation method to eliminate average precision distortion.
Pattern Recognit. Lett., 2022

MMLN: Leveraging Domain Knowledge for Multimodal Diagnosis.
Proceedings of the Bioinformatics Research and Applications - 18th International Symposium, 2022

Improving Confidence of Uncertain Knowledge Graphs by Crowdsourcing with Limited Budget.
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

Knowledge-Enhanced Learning for KG Embedding.
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

Explainable Pulmonary Disease Diagnosis with Prompt-Based Knowledge Extraction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Efficient Dialog Policy Learning by Reasoning with Contextual Knowledge.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Accelerate High Resolution Image Pedestrian Detection With Non-Pedestrian Area Estimation.
IEEE Access, 2021

Interpretable Pneumonia Detection by Combining Deep Learning and Explainable Models With Multisource Data.
IEEE Access, 2021

Knowledge-Assisted DRL for Energy Harvesting Based Multi-Access Wireless Communications.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Cross-modal verification for 3D object detection.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Exploiting Multi-source Data for Adversarial Driving Style Representation Learning.
Proceedings of the Database Systems for Advanced Applications, 2021

2020
Deep Reinforcement Learning-Based Access Control for Buffer-Aided Relaying Systems With Energy Harvesting.
IEEE Access, 2020

A Method for Deploying Distributed Denial of Service Attack Defense Strategies on Edge Servers Using Reinforcement Learning.
IEEE Access, 2020

Embedding High-Level Knowledge into DQNs to Learn Faster and More Safely.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Faster and Safer Training by Embedding High-Level Knowledge into Deep Reinforcement Learning.
CoRR, 2019

How Well Do Machines Perform on IQ tests: a Comparison Study on a Large-Scale Dataset.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
Dual-enhanced Word Representations Based on Knowledge Base.
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

2017
Characterizing causal action theories and their implementations in answer set programming.
Artif. Intell., 2017

Demo abstract: An intent solver for enabling intent-based SDN.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

2016
Mapping Action Language BC to Logic Programs: A Characterization by Postulates.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Characterizing Causal Action Theories and Their Implementations in Answer Set Programming: Action Languages B, C, and Beyond.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015


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