HGSMAP: a novel heterogeneous graph-based associative percept framework for scenario-based optimal model assignment.
Knowl. Inf. Syst., January, 2025
Average Certified Radius is a Poor Metric for Randomized Smoothing.
CoRR, 2024
Multi-Neuron Unleashes Expressivity of ReLU Networks Under Convex Relaxation.
CoRR, 2024
CTBENCH: A Library and Benchmark for Certified Training.
CoRR, 2024
Overcoming the Paradox of Certified Training with Gaussian Smoothing.
CoRR, 2024
Repeat-Aware Neighbor Sampling for Dynamic Graph Learning.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
SMAP: A Novel Heterogeneous Information Framework for Scenario-based Optimal Model Assignment.
Proceedings of the 2024 9th International Conference on Machine Learning Technologies, 2024
Understanding Certified Training with Interval Bound Propagation.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Expressivity of ReLU-Networks under Convex Relaxations.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Amplitude and Phase Errors Optimization for High-Precision Electrical Impedance Measurement System.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024
SMAP: A Novel Heterogeneous Information Framework for Scenario-based Optimal Model Assignment.
CoRR, 2023
TAPS: Connecting Certified and Adversarial Training.
CoRR, 2023
Connecting Certified and Adversarial Training.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings.
Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022
"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution.
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022
Application of Knowledge Graphs to Provide Side Information for Improved Recommendation Accuracy.
CoRR, 2021
Adaptive Containment Control for Unmanned Surface Vessels.
Proceedings of the 2021 International Conference on Security, 2021
Forecasting of Vessel Traffic Flow Using BPNN Based on Genetic Algorithm Optimization.
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021
A Framework for Enhancing Deep Learning Based Recommender Systems with Knowledge Graphs.
Proceedings of the IDEAS 2021: 25th International Database Engineering & Applications Symposium, 2021
Kernel Adaptive Filtering Multiple-model Actuator Fault Diagnostic For Multi-effectors Aircraft.
Proceedings of the 12th Asian Control Conference, 2019