Ziyi Kou

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 55

Top Topics

Instructional Videos

Weakly Supervised

Image Generation

Damage Assessment

Top Venues

Proc. ACM Hum. Comput. Interact.

Knowl. Based Syst.

Publications

Yijun Tian, Chuxu Zhang, Ziyi Kou, Zheyuan Liu, Xiangliang Zhang, Nitesh V. Chawla
UGMAE: A Unified Framework for Graph Masked Autoencoders. CoRR (2024)
Ziyi Kou, Shichao Pei, Xiangliang Zhang
LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions. KDD (2024)
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)
Ziyi Kou, Saurav Manchanda, Shih-Ting Lin, Min Xie, Haixun Wang, Xiangliang Zhang
Modeling Sequential Collaborative User Behaviors For Seller-Aware Next Basket Recommendation. CIKM (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)
Shichao Pei, Ziyi Kou, Qiannan Zhang, Xiangliang Zhang
Few-shot Low-resource Knowledge Graph Completion with Multi-view Task Representation Generation. KDD (2023)
Ziyi Kou, Shichao Pei, Yijun Tian, Xiangliang Zhang
Character As Pixels: A Controllable Prompt Adversarial Attacking Framework for Black-Box Text Guided Image Generation Models. IJCAI (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)
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)
Ziyi Kou, Yang Zhang, Daniel Zhang, Dong Wang
CrowdGraph: A Crowdsourcing Multi-modal Knowledge Graph Approach to Explainable Fauxtography Detection. 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. 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)
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)
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)
Ziyi Kou, Yang Zhang, Daniel Zhang, Dong Wang
CrowdGraph: A Crowdsourcing Multi-modal Knowledge Graph Approach to Explainable Fauxtography Detection. 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)
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, 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)
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)
Ziyi Kou, Guofeng Cui, Shaojie Wang, Wentian Zhao, Chenliang Xu
Improve CAM with Auto-adapted Segmentation and Co-supervised Augmentation. WACV (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)
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)
Daniel Yue Zhang, Ziyi Kou, Dong Wang
FedSens: A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing. INFOCOM (2021)
Shaojie Wang, Wentian Zhao, Ziyi Kou, Jing Shi, Chenliang Xu
How to Make a BLT Sandwich? Learning VQA towards Understanding Web Instructional Videos. WACV (2021)
Siamul Karim Khan, Daniel Yue Zhang, Ziyi Kou, Yang Zhang, Dong Wang
PhotoStylist: Altering the Style of Photos Based on the Connotations of Texts. PAKDD (1) (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)
Ziyi Kou, Daniel Yue Zhang, Lanyu Shang, Dong Wang
ExFaux: A Weakly Supervised Approach to Explainable Fauxtography Detection. IEEE BigData (2020)
Lele Chen, Guofeng Cui, Ziyi Kou, Haitian Zheng, Chenliang Xu
What comprises a good talking-head video generation?: A Survey and Benchmark. CoRR (2020)
Weiguo Pian, Yingbo Wu, Ziyi Kou
STDI-Net: Spatial-Temporal Network with Dynamic Interval Mapping for Bike Sharing Demand Prediction. DataMod@CIKM (2020)
Weiguo Pian, Yingbo Wu, Ziyi Kou
STDI-Net: Spatial-Temporal Network with Dynamic Interval Mapping for Bike Sharing Demand Prediction. CoRR (2020)
Lele Chen, Guofeng Cui, Celong Liu, Zhong Li, Ziyi Kou, Yi Xu, Chenliang Xu
Talking-head Generation with Rhythmic Head Motion. CoRR (2020)
Daniel Yue Zhang, Ziyi Kou, Dong Wang
FairFL: A Fair Federated Learning Approach to Reducing Demographic Bias in Privacy-Sensitive Classification Models. IEEE BigData (2020)
Lele Chen, Guofeng Cui, Celong Liu, Zhong Li, Ziyi Kou, Yi Xu, Chenliang Xu
Talking-Head Generation with Rhythmic Head Motion. ECCV (9) (2020)
Ziyi Kou, Wentian Zhao, Guofeng Cui, Shaojie Wang
Weakly Supervised Localization Using Background Images. CoRR (2019)
Guofeng Cui, Ziyi Kou, Shaojie Wang, Wentian Zhao, Chenliang Xu
Weakly Supervised Object Localization with Inter-Intra Regulated CAMs. CoRR (2019)
Shaojie Wang, Wentian Zhao, Ziyi Kou, Chenliang Xu
How to Make a BLT Sandwich? Learning to Reason towards Understanding Web Instructional Videos. CoRR (2018)