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Posts

Future Blog Post

Published: January 01, 2199

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

Published: August 14, 2015

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

Published: August 14, 2014

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

Published: August 14, 2013

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 1

Published: August 14, 2012

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

accomplishment

Research Award

Outstanding Research Award, $500, Department of Computer Science, GSU, Spring 2022.

Fellowship

First-Year Scholars 2024-2025, $1,000, KSU, 2024
Summer Research Camp Fellowship, $10,000, KSU, 2024
Brains and Behavior Fellowship, $19,000/yr, Neuroscience Institute, GSU, 2021, 2022, and 2023.

news

News

Our research paper “APOLLO: Differential Private Online Multi-Sensor Data Prediction with Certified Performance” has been accepted by ICDM 2024. (09-11-2024)
Our research paper “Overheard: Audio-based Integral Event Inference” has been accepted by ACM Journal of Data and Information Quality. (09-09-2024)

portfolio

Portfolio item number 1

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Portfolio item number 2

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publications

Dependent Evidence Combination based on Shearman Coefficient and Pearson Coefficient.

Published in , 2017

[IEEE Access] H. Xu and Y. Deng, Dependent Evidence Combination based on Shearman Coefficient and Pearson Coefficient [J]. IEEE ACCESS, 2018, 6: 11634-11640.(IF: 3.476) Download paper here

Dependent Evidence Combination based on Decision-Making Trial and Evaluation Laboratory Method

Published in , 2019

[IJIS] H. Xu and Y. Deng, Dependent Evidence Combination based on Decision-Making Trial and Evaluation Laboratory Method [J]. International Journal of Intelligent Systems, 2019, 34(7): 1555-1571.(IF: 8.993) Download paper here

Evidential Decision Tree based on Belief Entropy

Published in , 2019

[Entropy] M. Li, H. Xu and Y. Deng, Evidential Decision Tree based on Belief Entropy [J]. Entropy, 2019, 21(9): 897.(IF: 2.738) Download paper here

Clustering with Similarity Preserving

Published in , 2019

[Neurocomputing] Z. Kang, H. Xu, B. Wang, H. Zhu and Z. Xu, Clustering with Similarity Preserving [J]. Neurocomputing, 2019, 365(6): 211-218.(IF: 5.719) Download paper here

Multi-Source Adversarial Sample Attack on Autonomous Vehicles

Published in , 2021

[TVT] Z. Xiong, H. Xu, W. Li and Z. Cai, Multi-Source Adversarial Sample Attack on Autonomous Vehicles [J]. IEEE Transactions on Vehicular Technology (TVT), 2021, 70(3): 2822-2835.(IF: 5.978) Download paper here

Generative Adversarial Networks: A Survey toward Private and Secure Applications

Published in , 2021

[CSUR] Z. Cai, Z. Xiong, H. Xu, P. Wang, W. Li and Y. Pan, Generative Adversarial Networks: A Survey Toward Private and Secure Applications [J]. ACM Computing Surveys (CSUR), 2021, 54(6): 1-38.(IF: 10.282) Download paper here

Which Option is a Better Way to Improve Transfer Learning Performance?

Published in , 2021

[COCOA] H. Xu, Z. Cai and W. Li, Which Option Is a Better Way to Improve Transfer Learning Performance? [C]. International Conference on Combinatorial Optimization and Applications (COCOA), Springer, Cham, 2021: 61-74. Download paper here

Privacy-Preserving Mechanisms for Multi-Label Image Recognition

Published in , 2022

[TKDD] H. Xu, Z. Cai and W. Li, Privacy-Preserving Mechanisms for Multi-Label Image Recognition [J]. ACM Transactions on Knowledge Discovery from Data (TKDD), 2022, 16(4): 1-21.(IF: 4.54) Download paper here

Audio-Visual Autoencoding for Privacy-Preserving Video Streaming

Published in , 2022

[IoTJ] H. Xu, Z. Cai, D. Takabi and W. Li, Audio-Visual Autoencoding for Privacy-Preserving Video Streaming [J]. IEEE Internet of Things Journal (IoTJ), 2021, 9(3): 1749-1761.(IF: 9.936) Download paper here

Deep Generative Models in the Industrial Internet of Things: A Survey

Published in , 2022

[TII] S. De, H. Xu, M. Bermudez-Edo, Z. Cai, Deep Generative Models in the Industrial Internet of Things: A Survey [J]. IEEE Transaction on Industrial Informatics (TII), 2022, 18(9): 5728-5737.(IF: 10.215) Download paper here

A Self-Supervised Purification Mechanism for Adversarial Samples

Published in , 2022

[SmartData] B. Xie, H. Xu, Z. Xiong, Y. Li and Z. Cai, A Self-Supervised Purification Mechanism for Adversarial Samples [C]. 2022 IEEE Smart Data (SmartData), 2022: 501-509. (Best Paper Award) Download paper here

Efficient CityCam-to-Edge Cooperative Learning for Vehicle Counting in ITS

Published in , 2022

[TITS] H. Xu, Z. Cai, R. Li and W. Li, Efficient CityCam-to-Edge Cooperative Learning for Vehicle Counting in ITS [J]. IEEE Transaction on Intelligent Transportation Systems (TITS), 2022, 23(9), 16600-16611.(IF: 2.534) Download paper here

Analysis on Methods to Effectively Improve Transfer Learning Performance

Published in , 2022

[TCS] H. Xu, W. Li, and Z. Cai, Analysis on Methods to Effectively Improve Transfer Learning Performance [J]. Theoretical Computer Science (TCS), 2022, 940: 90-107.(IF: 1.002) Download paper here

Lightweight Super-Resolution Model for Complete Model Copyright Protection

Published in , 2023

[TST] B. Xie, H. Xu, Y. Joe, D. Seo, and Z. Cai, Lightweight Super-Resolution Model for Complete Model Copyright Protection [J]. Tsinghua Science and Technology (TST), 2023. (IF: 3.515) Download paper here

Backdoor Attack on 3D Grey Image Segmentation

Published in , 2023

[ICDM] H. Xu, Z. Cai, Z. Xiong and W. Li, Backdoor Attack on 3D Grey Image Segmentation [C]. IEEE International Conference on Data Mining (ICDM), 2023. (Acceptance Ratio: 9.37\%) Download paper here

Security Risks Concerns of Generative AI in the IoT

Published in , 2024

[IoTM] H. Xu, Y. Li, O. Balogun, S. Wu, Y. Wang, and Z. Cai, Security Risks Concerns of Generative AI in the IoT [M]. Internet of Things Magazine (IoTM), 6(3), 62-67 2024. Download paper here

Overheard: Audio-based Integral Event Inference

Published in , 2024

[JDIQ] H. Xu, Z. Cai, L. Ma, Y. Li, D. Seo, and W. Li, Overheard: Audio-based Integral Event Inference [J]. ACM Journal of Data and Information Quality (JDIQ), 2024. Download paper here

APOLLO: Differential Private Online Multi-Sensor Data Prediction with Certified Performance

Published in , 2024

[ICDM] H. Xu, W. Li, L. Zhao, S. Wu, Z. Cai, APOLLO: Differential Private Online Multi-Sensor Data Prediction with Certified Performance [C].IEEE International Conference on Data Mining (ICDM), 2024. (Acceptance Ratio: 9.37\%) Download paper here

service

Conference Review

CVPR 2024 Workshop SynData4CV (CVPR 2024)
20th International Conference on Learning Representations (ICLR 2024)
38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024)
NIPS 2023 Track Datasets and Benchmarks (NIPS 2023)
ICML 2023 Workshop AdvML-Frontiers (ICML 2023)
2023 IEEE/CIC International Conference on Communications in China (ICCC 2023)
29th ACM SIGKDD Conference on Knowledge Discovery \& Data Mining (KDD 2023)
32nd International Joint Conference on Artificial Intelligence (IJCAI 2023)
2022 EAI International Conference on Wireless Internet Conference (EAI WiCON 2022)
2021 IEEE Global Communcations Conference (GLOBECOM 2021)

Editor Service

Guest editor for Tsinghua Science and Technology
Guest editor for IET Communications

Journal Review

IEEE Transactions on Industrial Informatics (TII) (Impact Factor: 10.215)
IEEE Transactions on Mobile Computing (TMC) (Impact Factor: 7.9)
IEEE Transactions on Vehicle Technology (TVT) (Impact Factor: 5.978)
IEEE Transactions on Computational Social Systems (TCSS) (Impact Factor: 5.14)
IEEE Internet of Things Journal (IoTJ) (Impact Factor: 9.936)
IEEE Transactions on Wireless Communication (TWC) (Impact Factor: 7.016)
International Journal of Computer Vision (Impact Factor: 7.41)
Neurocomputing (Impact Factor: 5.719)
Scientific Reports (Impact Factor: 4.996)
Computational Intelligence and Neuroscience (Impact Factor: 3.633)
Computer Communications (ComCom) (Impact Factor: 3.167)

Program Committee Member

2024 International Conference on Mobility, Sensing and Networking (MSN 2024, Track Chair)
2024 International Conference on Wireless Artificial Intelligent Computing Systems and Applications (WASA 2024, TPC member)
2024 Annual Conference on Neural Information Processing (NIPS 2024)
2024 International Conference on Machine Learning (ICML 2024)
2024 International Computing and Combinatorics Conference (COCOON 2024)
2024 Annual AAAI Conference on Artificial Intelligence (AAAI 2024)
2024 SIAM International Conference on Data Mining (SDM 2024)
2023 IEEE International Conference on Meta Computing (ICMC 2023)

talks

Privacy-Preserving Multimodal Sentiment Analysis

Published: September 15, 2022

Download slides here

Privacy-Preserving Mechanisms on Data-Driven Deep Learning Applications

Published: February 03, 2023

Download slides here

Honghui Xu

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