RiskSens: A Multi-view Learning Approach to Identifying Risky Traffic Locations in Intelligent Transportation Systems Using Social and Remote Sensing. - Yang Zhang 031; Yiwen Lu; Daniel Zhang 001; Lanyu Shang; Dong Wang 002 (IEEE BigData, 2018)

FauxBuster: A Content-free Fauxtography Detector Using Social Media Comments. - Daniel Yue Zhang; Lanyu Shang; Biao Geng; Shuyue Lai; Ke Li; Hongmin Zhu; Md. Tanvir Al Amin; Dong Wang 002 (IEEE BigData, 2018)

VulnerCheck: A Content-Agnostic Detector for Online Hatred-Vulnerable Videos. - Lanyu Shang; Daniel Yue Zhang; Michael Wang; Dong Wang 002 (IEEE BigData, 2019)

Social Edge Intelligence: Integrating Human and Artificial Intelligence at the Edge. - Dong Wang 002; Daniel Zhang 001; Yang Zhang 031; Md. Tahmid Rashid; Lanyu Shang; Na Wei (CogMI, 2019)

SEAD: Towards A Social-Media-Driven Energy-Aware Drone Sensing Framework. - Md. Tahmid Rashid; Daniel Yue Zhang; Lanyu Shang; Dong Wang 002 (ICPADS, 2019)

Towards reliable online clickbait video detection: A content-agnostic approach. - Lanyu Shang; Daniel Yue Zhang; Michael Wang; Shuyue Lai; Dong Wang 002 (Knowl. Based Syst., 2019)

CaMR: Towards Connotation-aware Music Retrieval on Social Media with Visual Inputs. - Lanyu Shang; Daniel Yue Zhang; Siamul Karim Khan; Jialie Shen 001; Dong Wang 002 (ASONAM, 2020)

ExFaux: A Weakly Supervised Approach to Explainable Fauxtography Detection. - Ziyi Kou; Daniel Yue Zhang; Lanyu Shang; Dong Wang 002 (IEEE BigData, 2020)

PQA-CNN: Towards Perceptual Quality Assured Single-Image Super-Resolution in Remote Sensing. - Yang Zhang 031; Xiangyu Dong 004; Md. Tahmid Rashid; Lanyu Shang; Jun Han 010; Daniel Zhang 001; Dong Wang 002 (IWQoS, 2020)

A Multi-modal Graph Neural Network Approach to Traffic Risk Forecasting in Smart Urban Sensing. - Yang Zhang 031; Xiangyu Dong 004; Lanyu Shang; Daniel Zhang 001; Dong Wang 002 (SECON, 2020)

FauxWard: a graph neural network approach to fauxtography detection using social media comments. - Lanyu Shang; Yang Zhang 031; Daniel Zhang 001; Dong Wang 002 (Soc. Netw. Anal. Min., 2020)

A deep contrastive learning approach to extremely-sparse disaster damage assessment in social sensing. - Yang Zhang 031; Ruohan Zong; Lanyu Shang; Ziyi Kou; Dong Wang 002 (ASONAM, 2021)

ExgFair: A Crowdsourcing Data Exchange Approach To Fair Human Face Datasets Augmentation. - Ziyi Kou; Lanyu Shang; Huimin Zeng 001; Yang Zhang 031; Dong Wang 002 (IEEE BigData, 2021)

A Multimodal Misinformation Detector for COVID-19 Short Videos on TikTok. - Lanyu Shang; Ziyi Kou; Yang Zhang 031; Dong Wang 002 (IEEE BigData, 2021)

FakeSens: A Social Sensing Approach to COVID-19 Misinformation Detection on Social Media. - Ziyi Kou; Lanyu Shang; Yang Zhang 031; Christina Youn; Dong Wang 002 (DCOSS, 2021)

KnowMeme: A Knowledge-enriched Graph Neural Network Solution to Offensive Meme Detection. - Lanyu Shang; Christina Youn; Yuheng Zha; Yang Zhang 031; Dong Wang 002 (e-Science, 2021)

StreamCollab: A Streaming Crowd-AI Collaborative System to Smart Urban Infrastructure Monitoring in Social Sensing. - Yang Zhang 031; Lanyu Shang; Ruohan Zong; Zeng Wang; Ziyi Kou; Dong Wang 002 (HCOMP, 2021)

FairCrowd: Fair Human Face Dataset Sampling via Batch-Level Crowdsourcing Bias Inference. - Ziyi Kou; Yang Zhang 031; Lanyu Shang; Dong Wang 002 (IWQoS, 2021)

A Crowd-driven Dynamic Neural Architecture Searching Approach to Quality-aware Streaming Disaster Damage Assessment. - Yang Zhang 031; Ruohan Zong; Ziyi Kou; Lanyu Shang; Dong Wang 002 (IWQoS, 2021)

SuperClass: A Deep Duo-Task Learning Approach to Improving QoS in Image-driven Smart Urban Sensing Applications. - Yang Zhang 031; Ruohan Zong; Lanyu Shang; Md. Tahmid Rashid; Dong Wang 002 (IWQoS, 2021)

AOMD: An analogy-aware approach to offensive meme detection on social media. - Lanyu Shang; Yang Zhang 031; Yuheng Zha; Yingxi Chen; Christina Youn; Dong Wang 002 (Inf. Process. Manag., 2021)

CCMR: A Classic-enriched Connotation-aware Music Retrieval System on Social Media with Visual Inputs. - Lanyu Shang; Daniel Yue Zhang; Jialie Shen 001; Eamon Lopez Marmion; Dong Wang 002 (Soc. Netw. Anal. Min., 2021)

A Knowledge-driven Domain Adaptive Approach to Early Misinformation Detection in an Emergent Health Domain on Social Media. - Lanyu Shang; Yang Zhang 031; Zhenrui Yue; YeonJung Choi; Huimin Zeng 001; Dong Wang 002 (ASONAM, 2022)

Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup. - Huimin Zeng 001; Zhenrui Yue; Ziyi Kou; Lanyu Shang; Yang Zhang 031; Dong Wang 002 (ASONAM, 2022)

Boosting Demographic Fairness of Face Attribute Classifiers via Latent Adversarial Representations. - Huimin Zeng 001; Zhenrui Yue; Lanyu Shang; Yang Zhang 031; Dong Wang 002 (IEEE Big Data, 2022)

Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19. - Zhenrui Yue; Huimin Zeng 001; Ziyi Kou; Lanyu Shang; Dong Wang 002 (CIKM, 2022)

Domain Adaptation for Question Answering via Question Classification. - Zhenrui Yue; Huimin Zeng 001; Ziyi Kou; Lanyu Shang; Dong Wang 002 (COLING, 2022)

Efficient Localness Transformer for Smart Sensor-Based Energy Disaggregation. - Zhenrui Yue; Huimin Zeng 001; Ziyi Kou; Lanyu Shang; Dong Wang 002 (DCOSS, 2022)

Crowd, Expert & AI: A Human-AI Interactive Approach Towards Natural Language Explanation Based COVID-19 Misinformation Detection. - Ziyi Kou; Lanyu Shang; Yang Zhang 031; Zhenrui Yue; Huimin Zeng 001; Dong Wang 002 (IJCAI, 2022)

On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks. - Huimin Zeng 001; Zhenrui Yue; Yang Zhang 031; Ziyi Kou; Lanyu Shang; Dong Wang 002 (IJCAI, 2022)

A Privacy-aware Distributed Knowledge Graph Approach to QoIS-driven COVID-19 Misinformation Detection. - Lanyu Shang; Ziyi Kou; Yang Zhang 031; Jin Chen; Dong Wang 002 (IWQoS, 2022)

Defending Substitution-Based Profile Pollution Attacks on Sequential Recommenders. - Zhenrui Yue; Huimin Zeng 001; Ziyi Kou; Lanyu Shang; Dong Wang 002 (RecSys, 2022)

SmartWaterSens: A Crowdsensing-based Approach to Groundwater Contamination Estimation. - Lanyu Shang; Yang Zhang 031; Quanhui Ye; Na Wei; Dong Wang 002 (SMARTCOMP, 2022)

Can I only share my eyes? A Web Crowdsourcing based Face Partition Approach Towards Privacy-Aware Face Recognition. - Ziyi Kou; Lanyu Shang; Yang Zhang 031; Siyu Duan; Dong Wang 002 (WWW, 2022)

A Duo-generative Approach to Explainable Multimodal COVID-19 Misinformation Detection. - Lanyu Shang; Ziyi Kou; Yang Zhang 031; Dong Wang 002 (WWW, 2022)

SAT-Geo: A social sensing based content-only approach to geolocating abnormal traffic events using syntax-based probabilistic learning. - Lanyu Shang; Yang Zhang 031; Christina Youn; Dong Wang 002 (Inf. Process. Manag., 2022)

On streaming disaster damage assessment in social sensing: A crowd-driven dynamic neural architecture searching approach. - Yang Zhang 031; Ruohan Zong; Ziyi Kou; Lanyu Shang; Dong Wang 002 (Knowl. Based Syst., 2022)

An active one-shot learning approach to recognizing land usage from class-wise sparse satellite imagery in smart urban sensing. - Yang Zhang 031; Ruohan Zong; Lanyu Shang; Ziyi Kou; Dong Wang 002 (Knowl. Based Syst., 2022)

HC-COVID: A Hierarchical Crowdsource Knowledge Graph Approach to Explainable COVID-19 Misinformation Detection. - Ziyi Kou; Lanyu Shang; Yang Zhang 031; Dong Wang 002 (Proc. ACM Hum. Comput. Interact., 2022)

CrowdNAS: A Crowd-guided Neural Architecture Searching Approach to Disaster Damage Assessment. - Yang Zhang 031; Ruohan Zong; Ziyi Kou; Lanyu Shang; Dong Wang 002 (Proc. ACM Hum. Comput. Interact., 2022)

CrowdOptim: A Crowd-driven Neural Network Hyperparameter Optimization Approach to AI-based Smart Urban Sensing. - Yang Zhang 031; Ruohan Zong; Lanyu Shang; Ziyi Kou; Huimin Zeng 001; Dong Wang 002 (Proc. ACM Hum. Comput. Interact., 2022)

A Multi-Branch Decoder Network Approach to Adaptive Temporal Data Selection and Reconstruction for Big Scientific Simulation Data. - Yang Zhang 031; Hanqi Guo 001; Lanyu Shang; Dong Wang 002; Tom Peterka (IEEE Trans. Big Data, 2022)

CollabLearn: An Uncertainty-Aware Crowd-AI Collaboration System for Cultural Heritage Damage Assessment. - Yang Zhang 031; Ruohan Zong; Ziyi Kou; Lanyu Shang; Dong Wang 002 (IEEE Trans. Comput. Soc. Syst., 2022)

On Coupling Classification and Super-Resolution in Remote Urban Sensing: An Integrated Deep Learning Approach. - Yang Zhang 031; Ruohan Zong; Lanyu Shang; Dong Wang 002 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Crowd-AI Collaborative Duo Relational Graph Learning Framework towards Social Impact Aware Photo Classification. - Yang Zhang 031; Ziyi Kou; Lanyu Shang; Huimin Zeng 001; Zhenrui Yue; Dong Wang 002 (AAAI, 2023)

MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning. - Zhenrui Yue; Huimin Zeng 001; Yang Zhang 031; Lanyu Shang; Dong Wang 002 (ACL (1), 2023)

Manipulating Out-Domain Uncertainty Estimation in Deep Neural Networks via Targeted Clean-Label Poisoning. - Huimin Zeng 001; Zhenrui Yue; Yang Zhang 031; Lanyu Shang; Dong Wang 002 (CIKM, 2023)

On Adversarial Robustness of Demographic Fairness in Face Attribute Recognition. - Huimin Zeng 001; Zhenrui Yue; Lanyu Shang; Yang Zhang 031; Dong Wang 002 (IJCAI, 2023)

On Optimizing Model Generality in AI-based Disaster Damage Assessment: A Subjective Logic-driven Crowd-AI Hybrid Learning Approach. - Yang Zhang 031; Ruohan Zong; Lanyu Shang; Huimin Zeng 001; Zhenrui Yue; Na Wei; Dong Wang 002 (IJCAI, 2023)

A Crowdsourced Learning Framework to Optimize Cross-Event QoS in AI-powered Social Sensing. - Yang Zhang 031; Ruohan Zong; Lanyu Shang; Huimin Zeng 001; Zhenrui Yue; Dong Wang 002 (SECON, 2023)

CollabEquality: A Crowd-AI Collaborative Learning Framework to Address Class-wise Inequality in Web-based Disaster Response. - Yang Zhang 031; Lanyu Shang; Ruohan Zong; Huimin Zeng 001; Zhenrui Yue; Dong Wang 002 (WWW, 2023)

ContrastFaux: Sparse Semi-supervised Fauxtography Detection on the Web using Multi-view Contrastive Learning. - Ruohan Zong; Yang Zhang 031; Lanyu Shang; Dong Wang 002 (WWW, 2023)

CrowdWaterSens: An uncertainty-aware crowdsensing approach to groundwater contamination estimation. - Lanyu Shang; Yang Zhang 031; Quanhui Ye; Shannon L. Speir; Brett W. Peters; Ying Wu; Casey J. Stoffel; Diogo Bolster; Jennifer L. Tank; Danielle M. Wood; Na Wei; Dong Wang 002 (Pervasive Mob. Comput., 2023)

What and Why? Towards Duo Explainable Fauxtography Detection Under Constrained Supervision. - Ziyi Kou; Daniel Yue Zhang; Lanyu Shang; Dong Wang 002 (IEEE Trans. Big Data, 2023)

Fairness-aware training of face attribute classifiers via adversarial robustness. - Huimin Zeng 001; Zhenrui Yue; Ziyi Kou; Yang Zhang 031; Lanyu Shang; Dong Wang 002 (Knowl. Based Syst., 2023)

A crowd-AI dynamic neural network hyperparameter optimization approach for image-driven social sensing applications. - Yang Zhang 031; Ruohan Zong; Lanyu Shang; Dong Wang 002 (Knowl. Based Syst., 2023)

ClimateMiSt: Climate Change Misinformation and Stance Detection Dataset. - YeonJung Choi; Lanyu Shang; Dong Wang 002 (IEEE DataPort, 2023)

Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments. - Zhenrui Yue; Huimin Zeng 001; Lanyu Shang; Yifan Liu 019; Yang Zhang 031; Dong Wang 002 (ACL (1), 2024)

Fair Federated Learning with Biased Vision-Language Models. - Huimin Zeng 001; Zhenrui Yue; Yang Zhang 031; Lanyu Shang; Dong Wang 002 (ACL (Findings), 2024)

ClimateMiSt: Climate Change Misinformation and Stance Detection Dataset. - YeonJung Choi; Lanyu Shang; Dong Wang 002 (ASONAM (2), 2024)

Tripartite Intelligence: Synergizing Deep Neural Network, Large Language Model, and Human Intelligence for Public Health Misinformation Detection (Archival Full Paper). - Yang Zhang 031; Ruohan Zong; Lanyu Shang; Zhenrui Yue; Huimin Zeng 001; Yifan Liu 019; Dong Wang 002 (CI, 2024)

Mitigating Demographic Bias of Federated Learning Models via Robust-Fair Domain Smoothing: A Domain-Shifting Approach. - Huimin Zeng 001; Zhenrui Yue; Qian Jiang; Yang Zhang 031; Lanyu Shang; Ruohan Zong; Dong Wang 002 (ICDCS, 2024)

A Domain Adaptive Graph Learning Framework to Early Detection of Emergent Healthcare Misinformation on Social Media. - Lanyu Shang; Yang Zhang 031; Zhenrui Yue; YeonJung Choi; Huimin Zeng 001; Dong Wang 002 (ICWSM, 2024)

SocialDrought: A Social and News Media Driven Dataset and Analytical Platform towards Understanding Societal Impact of Drought. - Lanyu Shang; Bozhang Chen; Anav Vora; Yang Zhang 031; Ximing Cai; Dong Wang 002 (ICWSM, 2024)

Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation. - Zhenrui Yue; Huimin Zeng 001; Yimeng Lu; Lanyu Shang; Yang Zhang 031; Dong Wang 002 (NAACL-HLT, 2024)

MMAdapt: A Knowledge-guided Multi-source Multi-class Domain Adaptive Framework for Early Health Misinformation Detection. - Lanyu Shang; Yang Zhang 031; Bozhang Chen; Ruohan Zong; Zhenrui Yue; Huimin Zeng 001; Na Wei; Dong Wang 002 (WWW, 2024)

SymLearn: A Symbiotic Crowd-AI Collective Learning Framework to Web-based Healthcare Policy Adherence Assessment. - Yang Zhang 031; Ruohan Zong; Lanyu Shang; Huimin Zeng 001; Zhenrui Yue; Dong Wang 002 (WWW, 2024)

Unsupervised Domain Adaptation via Contrastive Adversarial Domain Mixup: A Case Study on COVID-19. - Huimin Zeng 001; Zhenrui Yue; Lanyu Shang; Yang Zhang 031; Dong Wang 002 (IEEE Trans. Emerg. Top. Comput., 2024)

Integrating Social Explanations Into Explainable Artificial Intelligence (XAI) for Combating Misinformation: Vision and Challenges. - Yeaeun Gong; Lanyu Shang; Dong Wang 002 (IEEE Trans. Comput. Soc. Syst., 2024)

SIDE: Socially Informed Drought Estimation Toward Understanding Societal Impact Dynamics of Environmental Crisis. - Lanyu Shang; Bozhang Chen; Shiwei Liu; Yang Zhang 031; Ruohan Zong; Anav Vora; Ximing Cai; Na Wei; Dong Wang 002 (AAAI, 2025)

Hybrid Latent Reasoning via Reinforcement Learning. - Zhenrui Yue; Bowen Jin; Huimin Zeng 001; Honglei Zhuang; Zhen Qin 001; Jinsung Yoon; Lanyu Shang; Jiawei Han 001; Dong Wang 002 (CoRR, 2025)

MultiTec: A Data-Driven Multimodal Short Video Detection Framework for Healthcare Misinformation on TikTok. - Lanyu Shang; Yang Zhang 031; Yawen Deng; Dong Wang 002 (IEEE Trans. Big Data, 2025)