Hong Guan

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 10

Top Topics

Data Transformation

Contextual Constraints

Supervised Learning Algorithms

Decision Forest

Top Venues

Publications

Hong Guan, Summer Gautier, Deepti Gupta, Rajan Hari Ambrish, Yancheng Wang, Harsha Lakamsani, Dhanush Giriyan, Saajan Maslanka, Chaowei Xiao, Yingzhen Yang, Jia Zou
A Learning-based Declarative Privacy-Preserving Framework for Federated Data Management. CoRR (2024)
Hong Guan, Saif Masood, Mahidhar Reddy Dwarampudi, Venkatesh Gunda, Hong Min, Lei Yu, Soham Nag, Jia Zou
A Comparison of End-to-End Decision Forest Inference Pipelines. SoCC (2023)
Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou
Automatic Data Transformation Using Large Language Model: An Experimental Study on Building Energy Data. CoRR (2023)
Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou
Automatic Data Transformation Using Large Language Model - An Experimental Study on Building Energy Data. BigData (2023)
Hong Guan, Mahidhar Reddy Dwarampudi, Venkatesh Gunda, Hong Min, Lei Yu, Jia Zou
A Comparison of Decision Forest Inference Platforms from A Database Perspective. CoRR (2023)
Hong Guan, Chitta Baral
A Bayesian Approach for Medical Inquiry and Disease Inference in Automated Differential Diagnosis. CoRR (2021)
Mihir Parmar, Ashwin Karthik Ambalavanan, Hong Guan, Rishab Banerjee, Jitesh Pabla, Murthy V. Devarakonda
COVID-19: Comparative Analysis of Methods for Identifying Articles Related to Therapeutics and Vaccines without Using Labeled Data. CoRR (2021)
Hong Guan, Jianfu Li, Hua Xu, Murthy V. Devarakonda
Robustly Pre-Trained Neural Model for Direct Temporal Relation Extraction. ICHI (2021)
Hong Guan, Jianfu Li, Hua Xu, Murthy V. Devarakonda
Robustly Pre-trained Neural Model for Direct Temporal Relation Extraction. CoRR (2020)
Hong Guan, Murthy V. Devarakonda
Leveraging Contextual Information in Extracting Long Distance Relations from Clinical Notes. AMIA (2019)
Hong Guan, Vistasp M. Karbhari, Charles S. Sikorsky
Web-Based Structural Health Monitoring of an FRP Composite Bridge. Comput. Aided Civ. Infrastructure Eng. 21 (1) (2006)
Hong Guan, Ronald D. DeGroat, Eric M. Dowling, Darel A. Linebarger
Linear constrained reduced rank and polynomial order methods. ICASSP (1998)