Chunyuan Li

Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms

Dinghan Shen, Guoyin Wang, Wenlin Wang et al. · 2018 · 320 citations · Full text

Engineering, Cross-lingual Representation, Psycholinguistics +22

Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks

Chunyuan Li, Changyou Chen, David Carlson et al. · arXiv (Cornell University) · 2015 · 174 citations · Full text

Model Optimization, Deep Neural Networks, Parameter Space +12

Generation of graphene-based aerogel microspheres for broadband and tunable high-performance microwave absorption by electrospinning-freeze drying process

Fanbin Meng, Huagao Wang, Wei Wei et al. · Nano Research · 2017 · 145 citations

Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks

Chunyuan Li, Changyou Chen, David Carlson et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 129 citations · Full text

Model Optimization, Deep Neural Networks, Parameter Space +12

Band structure engineering of bioinspired Fe doped SrMoO4 for enhanced photocatalytic nitrogen reduction performance

Jingying Luo, Xiaoxia Bai, Qiang Li et al. · Nano Energy · 2019 · 110 citations

Materials Science, Chemical Engineering, Band Structure Engineering +10