Jimeng Shi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Learning Models

Feature Representations

Subcellular Localization

Information Bottleneck

Top Venues

Nat. Mac. Intell.

AALTD@ECML/PKDD

Publications

Jimeng Shi, Zeda Yin, Arturo S. Leon, Jayantha Obeysekera, Giri Narasimhan
FIDLAR: Forecast-Informed Deep Learning Architecture for Flood Mitigation. CoRR (2024)
Zichuan Liu, Tianchun Wang, Jimeng Shi, Xu Zheng, Zhuomin Chen, Lei Song, Wenqian Dong, Jayantha Obeysekera, Farhad Shirani, Dongsheng Luo
TimeX++: Learning Time-Series Explanations with Information Bottleneck. CoRR (2024)
Jimeng Shi, Zeda Yin, Rukmangadh Myana, Khandker Ishtiaq, Anupama John, Jayantha Obeysekera, Arturo Leon, Giri Narasimhan
Deep Learning Models for Water Stage Predictions in South Florida. CoRR (2023)
Jimeng Shi, Vitalii Stebliankin, Giri Narasimhan
The Power of Explainability in Forecast-Informed Deep Learning Models for Flood Mitigation. CoRR (2023)
Jimeng Shi, Rukmangadh Myana, Vitalii Stebliankin, Azam Shirali, Giri Narasimhan
Explainable Parallel RCNN with Novel Feature Representation for Time Series Forecasting. AALTD@ECML/PKDD (2023)
Vitalii Stebliankin, Azam Shirali, Prabin Baral, Jimeng Shi, Prem Chapagain, Kalai Mathee, Giri Narasimhan
Evaluating protein binding interfaces with transformer networks. Nat. Mac. Intell. 5 (9) (2023)
Jimeng Shi, Vitalii Stebliankin, Zhaonan Wang, Shaowen Wang, Giri Narasimhan
Graph Transformer Network for Flood Forecasting with Heterogeneous Covariates. CoRR (2023)
Jimeng Shi, Rukmangadh Myana, Vitalii Stebliankin, Azam Shirali, Giri Narasimhan
Explainable Parallel RCNN with Novel Feature Representation for Time Series Forecasting. CoRR (2023)
Jimeng Shi, Mahek Jain, Giri Narasimhan
Time Series Forecasting (TSF) Using Various Deep Learning Models. CoRR (2022)
Jimeng Shi, Cheng-Xian Lin
Computational Simulation and Analysis of Major Control Parameters of Time-Dependent PV/T Collectors. CoRR (2021)