Ruohan Zong

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Neural Architecture

Damage Assessment

Transfer Learning

Top Venues

Proc. ACM Hum. Comput. Interact.

Knowl. Based Syst.

Publications

Lanyu Shang, Yang Zhang, Bozhang Chen, Ruohan Zong, Zhenrui Yue, Huimin Zeng, Na Wei, Dong Wang
MMAdapt: A Knowledge-guided Multi-source Multi-class Domain Adaptive Framework for Early Health Misinformation Detection. WWW (2024)
Yang Zhang, Ruohan Zong, Lanyu Shang, Zhenrui Yue, Huimin Zeng, Yifan Liu, Dong Wang
Tripartite Intelligence: Synergizing Deep Neural Network, Large Language Model, and Human Intelligence for Public Health Misinformation Detection (Archival Full Paper). CI (2024)
Yang Zhang, Ruohan Zong, Lanyu Shang, Huimin Zeng, Zhenrui Yue, Dong Wang
SymLearn: A Symbiotic Crowd-AI Collective Learning Framework to Web-based Healthcare Policy Adherence Assessment. WWW (2024)
Yang Zhang, Ruohan Zong, Lanyu Shang, Dong Wang
A crowd-AI dynamic neural network hyperparameter optimization approach for image-driven social sensing applications. Knowl. Based Syst. 278 (2023)
Yang Zhang, Lanyu Shang, Ruohan Zong, Huimin Zeng, Zhenrui Yue, Dong Wang
CollabEquality: A Crowd-AI Collaborative Learning Framework to Address Class-wise Inequality in Web-based Disaster Response. WWW (2023)
Yang Zhang, Ruohan Zong, Lanyu Shang, Huimin Zeng, Zhenrui Yue, Na Wei, Dong Wang
On Optimizing Model Generality in AI-based Disaster Damage Assessment: A Subjective Logic-driven Crowd-AI Hybrid Learning Approach. IJCAI (2023)
Yang Zhang, Ruohan Zong, Lanyu Shang, Huimin Zeng, Zhenrui Yue, Dong Wang
A Crowdsourced Learning Framework to Optimize Cross-Event QoS in AI-powered Social Sensing. SECON (2023)
Ruohan Zong, Yang Zhang, Lanyu Shang, Dong Wang
ContrastFaux: Sparse Semi-supervised Fauxtography Detection on the Web using Multi-view Contrastive Learning. WWW (2023)
Yang Zhang, Ruohan Zong, Lanyu Shang, Ziyi Kou, Dong Wang
An active one-shot learning approach to recognizing land usage from class-wise sparse satellite imagery in smart urban sensing. Knowl. Based Syst. 249 (2022)
Yang Zhang, Ruohan Zong, Ziyi Kou, Lanyu Shang, Dong Wang
On streaming disaster damage assessment in social sensing: A crowd-driven dynamic neural architecture searching approach. Knowl. Based Syst. 239 (2022)
Yang Zhang, Ruohan Zong, Ziyi Kou, Lanyu Shang, Dong Wang
CollabLearn: An Uncertainty-Aware Crowd-AI Collaboration System for Cultural Heritage Damage Assessment. IEEE Trans. Comput. Soc. Syst. 9 (5) (2022)
Yang Zhang, Ruohan Zong, Ziyi Kou, Lanyu Shang, Dong Wang
CrowdNAS: A Crowd-guided Neural Architecture Searching Approach to Disaster Damage Assessment. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Yang Zhang, Ruohan Zong, Lanyu Shang, Ziyi Kou, Huimin Zeng, Dong Wang
CrowdOptim: A Crowd-driven Neural Network Hyperparameter Optimization Approach to AI-based Smart Urban Sensing. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Yang Zhang, Ruohan Zong, Lanyu Shang, Dong Wang
On Coupling Classification and Super-Resolution in Remote Urban Sensing: An Integrated Deep Learning Approach. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yang Zhang, Ruohan Zong, Lanyu Shang, Ziyi Kou, Huimin Zeng, Dong Wang
CrowdOptim: A Crowd-driven Neural Network Hyperparameter Optimization Approach to AI-based Smart Urban Sensing. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Yang Zhang, Ruohan Zong, Ziyi Kou, Lanyu Shang, Dong Wang
CrowdNAS: A Crowd-guided Neural Architecture Searching Approach to Disaster Damage Assessment. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Yang Zhang, Ruohan Zong, Lanyu Shang, Ziyi Kou, Dong Wang
A deep contrastive learning approach to extremely-sparse disaster damage assessment in social sensing. ASONAM (2021)
Yang Zhang, Ruohan Zong, Lanyu Shang, Md. Tahmid Rashid, Dong Wang
SuperClass: A Deep Duo-Task Learning Approach to Improving QoS in Image-driven Smart Urban Sensing Applications. IWQoS (2021)
Yang Zhang, Ruohan Zong, Ziyi Kou, Lanyu Shang, Dong Wang
A Crowd-driven Dynamic Neural Architecture Searching Approach to Quality-aware Streaming Disaster Damage Assessment. IWQoS (2021)
Yang Zhang, Lanyu Shang, Ruohan Zong, Zeng Wang, Ziyi Kou, Dong Wang
StreamCollab: A Streaming Crowd-AI Collaborative System to Smart Urban Infrastructure Monitoring in Social Sensing. HCOMP (2021)
Yang Zhang, Ruohan Zong, Jun Han, Daniel Zhang, Md. Tahmid Rashid, Dong Wang
TransRes: A Deep Transfer Learning Approach to Migratable Image Super-Resolution in Remote Urban Sensing. SECON (2020)
Yang Zhang, Ruohan Zong, Dong Wang
A Hybrid Transfer Learning Approach to Migratable Disaster Assessment in Social Media Sensing. ASONAM (2020)
Ruohan Zong
On Privileged Information Driven Robust Face Verification: A Siamese Convolutional Neural Network Approach. IEEE BigData (2020)
Yang Zhang, Ruohan Zong, Jun Han, Hao Zheng, Qiuwen Lou, Daniel Yue Zhang, Dong Wang
TransLand: An Adversarial Transfer Learning Approach for Migratable Urban Land Usage Classification using Remote Sensing. IEEE BigData (2019)