2025
Diffusion Models Meet Network Management: Improving Traffic Matrix Analysis With Diffusion-Based Approach.
IEEE Trans. Netw. Serv. Manag., April, 2025
Protein Structure Tokenization: Benchmarking and New Recipe.
CoRR, March, 2025
Two sides of the same coin? Cross-linguistic sentiment comparison and thematic discovery of reader's reception of <i>Wolf Totem</i>.
Digit. Scholarsh. Humanit., 2025
2024
AutoTomo: Learning-Based Traffic Estimator Incorporating Network Tomography.
IEEE/ACM Trans. Netw., December, 2024
Query-Based Multiview Detection for Multiple Visual Sensor Networks.
Sensors, August, 2024
Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness.
IEEE Trans. Inf. Forensics Secur., 2024
Learning-based Sketches for Frequency Estimation in Data Streams without Ground Truth.
CoRR, 2024
Cell ontology guided transcriptome foundation model.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Routing-Oblivious Network Tomography with Flow-Based Generative Model.
Proceedings of the IEEE INFOCOM 2024, 2024
Learning to Learn Multiview Detection by Camera-Aware Attention.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
Diffusion-TS: Interpretable Diffusion for General Time Series Generation.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Towards Foundation Models for Knowledge Graph Reasoning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Unsupervised Anomaly Detection for Multivariate Time Series Using Diffusion Model.
Proceedings of the IEEE International Conference on Acoustics, 2024
2D-to-3D Mutual Iterative Optimization for 3D Multi-camera Multiple People Tracking.
Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance, 2024
2023
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
The Second Learning on Graphs Conference: Preface.
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Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023
Traffic Matrix Estimation based on Denoising Diffusion Probabilistic Model.
Proceedings of the IEEE Symposium on Computers and Communications, 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts.
Proceedings of the International Conference on Machine Learning, 2023
2022
Learning to Efficiently Propagate for Reasoning on Knowledge Graphs.
CoRR, 2022
TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery.
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CoRR, 2022
Package Theft Detection from Smart Home Security Cameras.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022
Temporal Cross-Graph Network for Brain Functional Activity Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Romoa: Robust Model Aggregation for the Resistance of Federated Learning to Model Poisoning Attacks.
Proceedings of the Computer Security - ESORICS 2021, 2021
2020
Cost-and-QoS-Based NFV Service Function Chain Mapping Mechanism.
Proceedings of the NOMS 2020, 2020
2019
Anomaly Candidate Identification and Starting Time Estimation of Vehicles from Traffic Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2015
Forecasting Inbound Tourism Demand to China Using Time Series Models and Belief Functions.
Proceedings of the Econometrics of Risk, 2015
2011
Improved Affine Partition Algorithm for Compile-Time and Runtime Performance.
Intell. Autom. Soft Comput., 2011
2010
Polyhedral Model Based Data Locality Optimization for Embedded Applications.
Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010