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Picture for Fred X. Han

Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search


Sep 25, 2021
Keith G. Mills, Fred X. Han, Jialin Zhang, Seyed Saeed Changiz Rezaei, Fabian Chudak, Wei Lu, Shuo Lian, Shangling Jui, Di Niu

* Accepted as an Applied Research Paper at CIKM 2021; 10 pages, 8 Figures, 2 Tables 

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


Sep 25, 2021
Keith G. Mills, Fred X. Han, Mohammad Salameh, Seyed Saeed Changiz Rezaei, Linglong Kong, Wei Lu, Shuo Lian, Shangling Jui, Di Niu

* Accepted as a Full Research Paper at CIKM 2021; 10 pages, 3 Figures, 5 Tables 

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Generative Adversarial Neural Architecture Search


May 19, 2021
Seyed Saeed Changiz Rezaei, Fred X. Han, Di Niu, Mohammad Salameh, Keith Mills, Shuo Lian, Wei Lu, Shangling Jui

* 16 pages, 9 figures, 13 Tables 

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Matching Natural Language Sentences with Hierarchical Sentence Factorization


Mar 01, 2018
Bang Liu, Ting Zhang, Fred X. Han, Di Niu, Kunfeng Lai, Yu Xu

* Accepted by WWW 2018, 10 pages 

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