Zhengkai Tu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Learning Models

Illumination Invariance

Top Venues

J. Chem. Inf. Model.

Publications

Joonyoung F. Joung, Mun Hong Fong, Jihye Roh, Zhengkai Tu, John Bradshaw, Connor W. Coley
Beyond Major Product Prediction: Reproducing Reaction Mechanisms with Machine Learning Models Trained on a Large-Scale Mechanistic Dataset. CoRR (2024)
Yujie Qian, Jiang Guo, Zhengkai Tu, Connor W. Coley, Regina Barzilay
RxnScribe: A Sequence Generation Model for Reaction Diagram Parsing. CoRR (2023)
Yujie Qian, Jiang Guo, Zhengkai Tu, Connor W. Coley, Regina Barzilay
RxnScribe: A Sequence Generation Model for Reaction Diagram Parsing. J. Chem. Inf. Model. 63 (13) (2023)
Yujie Qian, Zhening Li, Zhengkai Tu, Connor W. Coley, Regina Barzilay
Predictive Chemistry Augmented with Text Retrieval. CoRR (2023)
Yujie Qian, Jiang Guo, Zhengkai Tu, Zhening Li, Connor W. Coley, Regina Barzilay
MolScribe: Robust Molecular Structure Recognition with Image-to-Graph Generation. J. Chem. Inf. Model. 63 (7) (2023)
Songtao Liu, Zhengkai Tu, Minkai Xu, Zuobai Zhang, Lu Lin, Rex Ying, Jian Tang, Peilin Zhao, Dinghao Wu
FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning. ICML (2023)
Yujie Qian, Zhening Li, Zhengkai Tu, Connor W. Coley, Regina Barzilay
Predictive Chemistry Augmented with Text Retrieval. EMNLP (2023)
Yujie Qian, Zhengkai Tu, Jiang Guo, Connor W. Coley, Regina Barzilay
Robust Molecular Image Recognition: A Graph Generation Approach. CoRR (2022)
Min Htoo Lin, Zhengkai Tu, Connor W. Coley
Improving the performance of models for one-step retrosynthesis through re-ranking. J. Cheminformatics 14 (1) (2022)
Zhengkai Tu, Connor W. Coley
Permutation Invariant Graph-to-Sequence Model for Template-Free Retrosynthesis and Reaction Prediction. J. Chem. Inf. Model. 62 (15) (2022)
Mohan Zhang, Luchen Tan, Zihang Fu, Kun Xiong, Jimmy Lin, Ming Li, Zhengkai Tu
Don't Change Me! User-Controllable Selective Paraphrase Generation. EACL (2021)
Zhengkai Tu, Connor W. Coley
Permutation invariant graph-to-sequence model for template-free retrosynthesis and reaction prediction. CoRR (2021)
Mohan Zhang, Luchen Tan, Zhengkai Tu, Zihang Fu, Kun Xiong, Ming Li, Jimmy Lin
To Paraphrase or Not To Paraphrase: User-Controllable Selective Paraphrase Generation. CoRR (2020)
Ruixue Zhang, Wei Yang, Luyun Lin, Zhengkai Tu, Yuqing Xie, Zihang Fu, Yuhao Xie, Luchen Tan, Kun Xiong, Jimmy Lin
Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents. CoRR (2020)
Zhengkai Tu, Wei Yang, Zihang Fu, Yuqing Xie, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin
Approximate Nearest Neighbor Search and Lightweight Dense Vector Reranking in Multi-Stage Retrieval Architectures. ICTIR (2020)