Fred X. Han

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 22

Top Topics

Neural Architecture

Natural Language Sentences

Top Venues

Publications

Keith G. Mills, Fred X. Han, Mohammad Salameh, Shengyao Lu, Chunhua Zhou, Jiao He, Fengyu Sun, Di Niu
Building Optimal Neural Architectures using Interpretable Knowledge. CoRR (2024)
Fred X. Han, Keith G. Mills, Fabian Chudak, Parsa Riahi, Mohammad Salameh, Jialin Zhang, Wei Lu, Shangling Jui, Di Niu
A General-Purpose Transferable Predictor for Neural Architecture Search. SDM (2023)
Keith G. Mills, Fred X. Han, Jialin Zhang, Fabian Chudak, Ali Safari Mamaghani, Mohammad Salameh, Wei Lu, Shangling Jui, Di Niu
GENNAPE: Towards Generalized Neural Architecture Performance Estimators. AAAI (2023)
Mohammad Salameh, Keith G. Mills, Negar Hassanpour, Fred X. Han, Shuting Zhang, Wei Lu, Shangling Jui, Chunhua Zhou, Fengyu Sun, Di Niu
AutoGO: Automated Computation Graph Optimization for Neural Network Evolution. NeurIPS (2023)
Fred X. Han, Keith G. Mills, Fabian Chudak, Parsa Riahi, Mohammad Salameh, Jialin Zhang, Wei Lu, Shangling Jui, Di Niu
A General-Purpose Transferable Predictor for Neural Architecture Search. CoRR (2023)
Keith G. Mills, Di Niu, Mohammad Salameh, Weichen Qiu, Fred X. Han, Puyuan Liu, Jialin Zhang, Wei Lu, Shangling Jui
AIO-P: Expanding Neural Performance Predictors beyond Image Classification. AAAI (2023)
Keith G. Mills, Di Niu, Mohammad Salameh, Weichen Qiu, Fred X. Han, Puyuan Liu, Jialin Zhang, Wei Lu, Shangling Jui
AIO-P: Expanding Neural Performance Predictors Beyond Image Classification. CoRR (2022)
Keith G. Mills, Fred X. Han, Jialin Zhang, Fabian Chudak, Ali Safari Mamaghani, Mohammad Salameh, Wei Lu, Shangling Jui, Di Niu
GENNAPE: Towards Generalized Neural Architecture Performance Estimators. CoRR (2022)
Keith G. Mills, Fred X. Han, Mohammad Salameh, Seyed Saeed Changiz Rezaei, Linglong Kong, Wei Lu, Shuo Lian, Shangling Jui, Di Niu
L2NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning. CIKM (2021)
Keith G. Mills, Mohammad Salameh, Di Niu, Fred X. Han, Seyed Saeed Changiz Rezaei, Hengshuai Yao, Wei Lu, Shuo Lian, Shangling Jui
Exploring Neural Architecture Search Space via Deep Deterministic Sampling. IEEE Access 9 (2021)
Keith G. Mills, Fred X. Han, Jialin Zhang, Seyed Saeed Changiz Rezaei, Fabian Chudak, Wei Lu, Shuo Lian, Shangling Jui, Di Niu
Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search. CoRR (2021)
Seyed Saeed Changiz Rezaei, Fred X. Han, Di Niu, Mohammad Salameh, Keith G. Mills, Shuo Lian, Wei Lu, Shangling Jui
Generative Adversarial Neural Architecture Search. CoRR (2021)
Seyed Saeed Changiz Rezaei, Fred X. Han, Di Niu, Mohammad Salameh, Keith G. Mills, Shuo Lian, Wei Lu, Shangling Jui
Generative Adversarial Neural Architecture Search. IJCAI (2021)
Keith G. Mills, Fred X. Han, Jialin Zhang, Seyed Saeed Changiz Rezaei, Fabian Chudak, Wei Lu, Shuo Lian, Shangling Jui, Di Niu
Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search. CIKM (2021)
Keith G. Mills, Fred X. Han, Mohammad Salameh, Seyed Saeed Changiz Rezaei, Linglong Kong, Wei Lu, Shuo Lian, Shangling Jui, Di Niu
L$^{2}$NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning. CoRR (2021)
Fred X. Han, Di Niu, Haolan Chen, Weidong Guo, Shengli Yan, Bowei Long
Meta-Learning for Query Conceptualization at Web Scale. KDD (2020)
Bang Liu, Fred X. Han, Di Niu, Linglong Kong, Kunfeng Lai, Yu Xu
Story Forest: Extracting Events and Telling Stories from Breaking News. ACM Trans. Knowl. Discov. Data 14 (3) (2020)
Fred X. Han, Di Niu, Kunfeng Lai, Weidong Guo, Yancheng He, Yu Xu
Inferring Search Queries from Web Documents via a Graph-Augmented Sequence to Attention Network. WWW (2019)
Fred X. Han, Di Niu, Haolan Chen, Kunfeng Lai, Yancheng He, Yu Xu
A Deep Generative Approach to Search Extrapolation and Recommendation. KDD (2019)
Bang Liu, Ting Zhang, Fred X. Han, Di Niu, Kunfeng Lai, Yu Xu
Matching Natural Language Sentences with Hierarchical Sentence Factorization. WWW (2018)
Bang Liu, Ting Zhang, Fred X. Han, Di Niu, Kunfeng Lai, Yu Xu
Matching Natural Language Sentences with Hierarchical Sentence Factorization. CoRR (2018)
Haolan Chen, Fred X. Han, Di Niu, Dong Liu, Kunfeng Lai, Chenglin Wu, Yu Xu
MIX: Multi-Channel Information Crossing for Text Matching. KDD (2018)