Fred X. Han

Orcid: 0000-0001-9379-2147

According to our database1, Fred X. Han authored at least 15 papers between 2018 and 2023.

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Bibliography

2023
A General-Purpose Transferable Predictor for Neural Architecture Search.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

AutoGO: Automated Computation Graph Optimization for Neural Network Evolution.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

AIO-P: Expanding Neural Performance Predictors beyond Image Classification.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

GENNAPE: Towards Generalized Neural Architecture Performance Estimators.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021
L$^{2}$NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning.
CoRR, 2021

Exploring Neural Architecture Search Space via Deep Deterministic Sampling.
IEEE Access, 2021

Generative Adversarial Neural Architecture Search.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

L2NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Story Forest: Extracting Events and Telling Stories from Breaking News.
ACM Trans. Knowl. Discov. Data, 2020

Meta-Learning for Query Conceptualization at Web Scale.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019
Inferring Search Queries from Web Documents via a Graph-Augmented Sequence to Attention Network.
Proceedings of the World Wide Web Conference, 2019

A Deep Generative Approach to Search Extrapolation and Recommendation.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018
Matching Natural Language Sentences with Hierarchical Sentence Factorization.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

MIX: Multi-Channel Information Crossing for Text Matching.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018


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