Chang Liu

A survey for solving mixed integer programming via machine learning

Jiayi Zhang, Chang Liu, Xijun Li et al. · Neurocomputing · 2022 · 92 citations

Mathematical Programming, Artificial Intelligence, Engineering +10

Short-term load forecasting using a long short-term memory network

Chang Liu, Zhijian Jin, Jie Gu et al. · 2017 · 67 citations

Engineering, Machine Learning, Smart Grid +11

Dual Directing-Groups-Assisted Redox-Neutral Annulation and Ring Opening of <i>N</i>-Aryloxyacetamides with 1-Alkynylcyclobutanols via Rhodium(III)-Catalyzed C–H/C–C Activations

Jin‐Long Pan, Chang Liu, Chao Chen et al. · Organic Letters · 2019 · 52 citations

GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning

Huichu Zhang, Chang Liu, Weinan Zhang et al. · 2020 · 49 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Highly Chemo-, Site-, and Enantioseletive <i>para</i> C–H Aminoalkylation of <i>N</i>-Monosubstituted Aniline Derivatives Affording 3-Amino-2-oxindoles

Chang Liu, Fu-Xin Tan, Jia Zhou et al. · Organic Letters · 2020 · 49 citations