Xingjian Li

Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond

Xuhong Li, Haoyi Xiong, Xingjian Li et al. · Knowledge and Information Systems · 2022 · 418 citations

Engineering, Machine Learning, Data Science +6

Adaptive Consistency Regularization for Semi-Supervised Transfer Learning

Abulikemu Abuduweili, Xingjian Li, Humphrey Shi et al. · 2021 · 110 citations

Natural Language Processing, Artificial Intelligence, Engineering +15

DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks

Xingjian Li, Haoyi Xiong, Hanchao Wang et al. · arXiv (Cornell University) · 2019 · 88 citations · Full text

Few-shot Learning, Convolutional Neural Network, Pre-training +15

Antidote or Trojan horse for submerged macrophytes: Role of microplastics in copper toxicity in aquatic environments

Jingzhe Zhou, Xiaoning Liu, Hong Jiang et al. · Water Research · 2022 · 51 citations

Microplastics, Engineering, Environmental Engineering +8

Pay Attention to Features, Transfer Learn faster CNNs

Kafeng Wang, Xitong Gao, Yiren Zhao et al. · International Conference on Learning Representations · 2020 · 49 citations

Convolutional Neural Network, Engineering, Machine Learning +16