AdaS&S: a One-Shot Supernet Approach for Automatic Embedding Size Search in Deep Recommender System.
CoRR, 2024
AutoPooling: Automated Pooling Search for Multi-valued Features in Recommendations.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024
Automatic Feature Selection By One-Shot Neural Architecture Search In Recommendation Systems.
Proceedings of the ACM Web Conference 2023, 2023
Optimal Refinement-based Array Constraint Solving for Symbolic Execution.
Proceedings of the 29th Asia-Pacific Software Engineering Conference, 2022
A Robustness-Oriented Data Augmentation Method for DNN.
Proceedings of the 21st IEEE International Conference on Software Quality, 2021
A Runtime Monitoring Based Fuzzing Framework for Temporal Properties.
Proceedings of the IEEE International Symposium on Software Reliability Engineering, 2021
Styx: A Data-Oriented Mutation Framework to Improve the Robustness of DNN.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020