Keith G. Mills

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Malware Detection

Reinforcement Learning

Top Venues

Publications

Shengyao Lu, Bang Liu, Keith G. Mills, Jiao He, Di Niu
EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time. CoRR (2024)
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)
Shengyao Lu, Keith G. Mills, Jiao He, Bang Liu, Di Niu
GOAt: Explaining Graph Neural Networks via Graph Output Attribution. ICLR (2024)
Shengyao Lu, Keith G. Mills, Jiao He, Bang Liu, Di Niu
GOAt: Explaining Graph Neural Networks via Graph Output Attribution. 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)
Shengyao Lu, Bang Liu, Keith G. Mills, Shangling Jui, Di Niu
R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning. CoRR (2022)
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)
Chenglin Li, Keith G. Mills, Di Niu, Rui Zhu, Hongwen Zhang, Husam Kinawi
Android Malware Detection Based on Factorization Machine. IEEE Access 7 (2019)
Chenglin Li, Rui Zhu, Di Niu, Keith G. Mills, Hongwen Zhang, Husam Kinawi
Android Malware Detection based on Factorization Machine. CoRR (2018)