Lanyu Shang

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 68

Top Topics

Relational Graph

Top Venues

Proc. ACM Hum. Comput. Interact.

Publications

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)
Huimin Zeng, Zhenrui Yue, Ziyi Kou, Yang Zhang, Lanyu Shang, Dong Wang
Fairness-aware training of face attribute classifiers via adversarial robustness. Knowl. Based Syst. 264 (2023)
Huimin Zeng, Zhenrui Yue, Yang Zhang, Lanyu Shang, Dong Wang
Manipulating Out-Domain Uncertainty Estimation in Deep Neural Networks via Targeted Clean-Label Poisoning. CIKM (2023)
Zhenrui Yue, Huimin Zeng, Yang Zhang, Lanyu Shang, Dong Wang
MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning. ACL (1) (2023)
Yang Zhang, Ziyi Kou, Lanyu Shang, Huimin Zeng, Zhenrui Yue, Dong Wang
A Crowd-AI Collaborative Duo Relational Graph Learning Framework towards Social Impact Aware Photo Classification. AAAI (2023)
Lanyu Shang, Yang Zhang, 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
CrowdWaterSens: An uncertainty-aware crowdsensing approach to groundwater contamination estimation. Pervasive Mob. Comput. 92 (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)
Ziyi Kou, Daniel Yue Zhang, Lanyu Shang, Dong Wang
What and Why? Towards Duo Explainable Fauxtography Detection Under Constrained Supervision. IEEE Trans. Big Data 9 (1) (2023)
Huimin Zeng, Zhenrui Yue, Lanyu Shang, Yang Zhang, Dong Wang
On Adversarial Robustness of Demographic Fairness in Face Attribute Recognition. IJCAI (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)
Zhenrui Yue, Huimin Zeng, Yang Zhang, Lanyu Shang, Dong Wang
MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning. CoRR (2023)
Ziyi Kou, Lanyu Shang, Yang Zhang, Dong Wang
HC-COVID: A Hierarchical Crowdsource Knowledge Graph Approach to Explainable COVID-19 Misinformation Detection. Proc. ACM Hum. Comput. Interact. 6 (GROUP) (2022)
Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang
Efficient Localness Transformer for Smart Sensor-Based Energy Disaggregation. CoRR (2022)
Huimin Zeng, Zhenrui Yue, Ziyi Kou, Lanyu Shang, Yang Zhang, Dong Wang
Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup. CoRR (2022)
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)
Lanyu Shang, Ziyi Kou, Yang Zhang, Dong Wang
A Duo-generative Approach to Explainable Multimodal COVID-19 Misinformation Detection. WWW (2022)
Ziyi Kou, Lanyu Shang, Yang Zhang, Zhenrui Yue, Huimin Zeng, Dong Wang
Crowd, Expert & AI: A Human-AI Interactive Approach Towards Natural Language Explanation Based COVID-19 Misinformation Detection. IJCAI (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, Hanqi Guo, Lanyu Shang, Dong Wang, Tom Peterka
A Multi-Branch Decoder Network Approach to Adaptive Temporal Data Selection and Reconstruction for Big Scientific Simulation Data. IEEE Trans. Big Data 8 (6) (2022)
Lanyu Shang, Yang Zhang, Quanhui Ye, Na Wei, Dong Wang
SmartWaterSens: A Crowdsensing-based Approach to Groundwater Contamination Estimation. SMARTCOMP (2022)
Huimin Zeng, Zhenrui Yue, Yang Zhang, Ziyi Kou, Lanyu Shang, Dong Wang
On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks. CoRR (2022)
Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang
Domain Adaptation for Question Answering via Question Classification. COLING (2022)
Lanyu Shang, Ziyi Kou, Yang Zhang, Jin Chen, Dong Wang
A Privacy-aware Distributed Knowledge Graph Approach to QoIS-driven COVID-19 Misinformation Detection. IWQoS (2022)
Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang
Defending Substitution-Based Profile Pollution Attacks on Sequential Recommenders. RecSys (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)
Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang
Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19. CoRR (2022)
Lanyu Shang, Yang Zhang, Zhenrui Yue, YeonJung Choi, Huimin Zeng, Dong Wang
A Knowledge-driven Domain Adaptive Approach to Early Misinformation Detection in an Emergent Health Domain on Social Media. ASONAM (2022)
Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang
Defending Substitution-Based Profile Pollution Attacks on Sequential Recommenders. CoRR (2022)
Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang
Efficient Localness Transformer for Smart Sensor-Based Energy Disaggregation. DCOSS (2022)
Huimin Zeng, Zhenrui Yue, Ziyi Kou, Lanyu Shang, Yang Zhang, Dong Wang
Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup. ASONAM (2022)
Ziyi Kou, Lanyu Shang, Yang Zhang, Siyu Duan, Dong Wang
Can I only share my eyes? A Web Crowdsourcing based Face Partition Approach Towards Privacy-Aware Face Recognition. WWW (2022)
Lanyu Shang, Yang Zhang, Christina Youn, Dong Wang
SAT-Geo: A social sensing based content-only approach to geolocating abnormal traffic events using syntax-based probabilistic learning. Inf. Process. Manag. 59 (2) (2022)
Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang
Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19. CIKM (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)
Huimin Zeng, Zhenrui Yue, Yang Zhang, Ziyi Kou, Lanyu Shang, Dong Wang
On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks. IJCAI (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)
Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang
Domain Adaptation for Question Answering via Question Classification. CoRR (2022)
Huimin Zeng, Zhenrui Yue, Lanyu Shang, Yang Zhang, Dong Wang
Boosting Demographic Fairness of Face Attribute Classifiers via Latent Adversarial Representations. Big Data (2022)
Ziyi Kou, Lanyu Shang, Yang Zhang, Christina Youn, Dong Wang
FakeSens: A Social Sensing Approach to COVID-19 Misinformation Detection on Social Media. DCOSS (2021)
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)
Ziyi Kou, Yang Zhang, Lanyu Shang, Dong Wang
FairCrowd: Fair Human Face Dataset Sampling via Batch-Level Crowdsourcing Bias Inference. 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)
Lanyu Shang, Ziyi Kou, Yang Zhang, Dong Wang
A Multimodal Misinformation Detector for COVID-19 Short Videos on TikTok. IEEE BigData (2021)
Lanyu Shang, Daniel Yue Zhang, Jialie Shen, Eamon Lopez Marmion, Dong Wang
CCMR: A Classic-enriched Connotation-aware Music Retrieval System on Social Media with Visual Inputs. Soc. Netw. Anal. Min. 11 (1) (2021)
Ziyi Kou, Lanyu Shang, Huimin Zeng, Yang Zhang, Dong Wang
ExgFair: A Crowdsourcing Data Exchange Approach To Fair Human Face Datasets Augmentation. IEEE BigData (2021)
Lanyu Shang, Christina Youn, Yuheng Zha, Yang Zhang, Dong Wang
KnowMeme: A Knowledge-enriched Graph Neural Network Solution to Offensive Meme Detection. e-Science (2021)
Lanyu Shang, Yang Zhang, Daniel Zhang, Dong Wang
FauxWard: A Graph Neural Network Approach to Fauxtography Detection Using Social Media Comments. CoRR (2021)
Lanyu Shang, Yang Zhang, Yuheng Zha, Yingxi Chen, Christina Youn, Dong Wang
AOMD: An Analogy-aware Approach to Offensive Meme Detection on Social Media. CoRR (2021)
Lanyu Shang, Yang Zhang, Yuheng Zha, Yingxi Chen, Christina Youn, Dong Wang
AOMD: An analogy-aware approach to offensive meme detection on social media. Inf. Process. Manag. 58 (5) (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, Xiangyu Dong, Md. Tahmid Rashid, Lanyu Shang, Jun Han, Daniel Zhang, Dong Wang
PQA-CNN: Towards Perceptual Quality Assured Single-Image Super-Resolution in Remote Sensing. IWQoS (2020)
Ziyi Kou, Daniel Yue Zhang, Lanyu Shang, Dong Wang
ExFaux: A Weakly Supervised Approach to Explainable Fauxtography Detection. IEEE BigData (2020)
Lanyu Shang, Yang Zhang, Daniel Zhang, Dong Wang
FauxWard: a graph neural network approach to fauxtography detection using social media comments. Soc. Netw. Anal. Min. 10 (1) (2020)
Lanyu Shang, Daniel Yue Zhang, Siamul Karim Khan, Jialie Shen, Dong Wang
CaMR: Towards Connotation-aware Music Retrieval on Social Media with Visual Inputs. ASONAM (2020)
Yang Zhang, Xiangyu Dong, Lanyu Shang, Daniel Zhang, Dong Wang
A Multi-modal Graph Neural Network Approach to Traffic Risk Forecasting in Smart Urban Sensing. SECON (2020)
Lanyu Shang, Daniel Yue Zhang, Michael Wang, Shuyue Lai, Dong Wang
Towards reliable online clickbait video detection: A content-agnostic approach. Knowl. Based Syst. 182 (2019)
Md. Tahmid Rashid, Daniel Yue Zhang, Lanyu Shang, Dong Wang
SEAD: Towards A Social-Media-Driven Energy-Aware Drone Sensing Framework. ICPADS (2019)
Lanyu Shang, Daniel Zhang, Michael Wang, Shuyue Lai, Dong Wang
Towards Reliable Online Clickbait Video Detection: A Content-Agnostic Approach. CoRR (2019)
Dong Wang, Daniel Zhang, Yang Zhang, Md. Tahmid Rashid, Lanyu Shang, Na Wei
Social Edge Intelligence: Integrating Human and Artificial Intelligence at the Edge. CogMI (2019)
Lanyu Shang, Daniel Yue Zhang, Michael Wang, Dong Wang
VulnerCheck: A Content-Agnostic Detector for Online Hatred-Vulnerable Videos. IEEE BigData (2019)
Daniel Yue Zhang, Lanyu Shang, Biao Geng, Shuyue Lai, Ke Li, Hongmin Zhu, Md. Tanvir Al Amin, Dong Wang
FauxBuster: A Content-free Fauxtography Detector Using Social Media Comments. IEEE BigData (2018)
Yang Zhang, Yiwen Lu, Daniel Zhang, Lanyu Shang, Dong Wang
RiskSens: A Multi-view Learning Approach to Identifying Risky Traffic Locations in Intelligent Transportation Systems Using Social and Remote Sensing. IEEE BigData (2018)