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2006.11239 Denoising Diffusion Probabilistic Models (arxiv.org) -
2209.00796 Diffusion Models: A Comprehensive Survey of Methods and Applications (arxiv.org)
Zone-Enhanced Spatio-Temporal Representation Learning for Urban POI Recommendation | IEEE Journals & Magazine | IEEE XploreAn Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series | Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data MiningImputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models | Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data MiningUrban Region Representation Learning with OpenStreetMap Building Footprints | Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining2304.11582 Diffusion Model for GPS Trajectory Generation (arxiv.org)
Achieving Privacy-Preserving and Lightweight Truth Discovery in Mobile Crowdsensing | IEEE Journals & Magazine | IEEE XploreEfficient Privacy-Preserving Task Allocation With Secret Sharing for Vehicular Crowdsensing | IEEE Journals & Magazine | IEEE Xplore
- Toward Early and Accurate Network Intrusion Detection Using Graph Embedding | IEEE Journals & Magazine | IEEE Xplore
- 2311.12074 SecureBERT and LLAMA 2 Empowered Control Area Network Intrusion Detection and Classification (arxiv.org)
- DiffUFlow: Robust Fine-grained Urban Flow Inference with Denoising Diffusion Model | Proceedings of the 32nd ACM International Conference on Information and Knowledge Management
- Fine-Grained Urban Flow Inference With Incomplete Data | IEEE Journals & Magazine | IEEE Xplore
- 2002.02318 Fine-Grained Urban Flow Inference (arxiv.org)
When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters | IJCAICityTrans: Domain-Adversarial Training with Knowledge Transfer for Spatio-Temporal Prediction across Cities | IEEE Journals & Magazine | IEEE XploreCross-City Multi-Granular Adaptive Transfer Learning for Traffic Flow Prediction | IEEE Journals & Magazine | IEEE XploreSpatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks | IEEE Journals & Magazine | IEEE XploreTransferable Graph Structure Learning for Graph-based Traffic Forecasting Across CitiesDomain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities2109.06165 CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation (arxiv.org)- 2207.11221 Domain Generalization for Activity Recognition via Adaptive Feature Fusion (arxiv.org)