Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Towards Similarity-Aware Time-Series Classification.

[BibT_eX]

[DOI]

Daochen Zha

Kwei-Herng Lai

Kaixiong Zhou

Xia Hu

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

DreamShard: Generalizable Embedding Table Placement for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AutoVideo: An Automated Video Action Recognition System.

[BibT_eX]

[DOI]

Alfredo Costilla-Reyes

Na Zou

Xia Hu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Towards Automated Imbalanced Learning with Deep Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

AutoVideo: An Automated Video Action Recognition System.

[BibT_eX]

[DOI]

CoRR, 2021

Simplifying Deep Reinforcement Learning via Self-Supervision.

[BibT_eX]

[DOI]

CoRR, 2021

Revisiting Time Series Outlier Detection: Definitions and Benchmarks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

TODS: An Automated Time Series Outlier Detection System.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Policy-GNN: Aggregation Optimization for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

RLCard: A Platform for Reinforcement Learning in Card Games.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Dual Policy Distillation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

RLCard: A Toolkit for Reinforcement Learning in Card Games.

[BibT_eX]

[DOI]

CoRR, 2019

Experience Replay Optimization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Superhighway: Bypass Data Sparsity in Cross-Domain CF.

[BibT_eX]

[DOI]

CoRR, 2018

Representation Learning for Image-based Music Recommendation.

[BibT_eX]

[DOI]

CoRR, 2018

NavWalker: Information Augmented Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Kwei-Herng Lai

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