Zhenhui (Jessie) Li

Zhenhui (Jessie) Li

Penn State University

H-index: 45

North America-United States

About Zhenhui (Jessie) Li

Zhenhui (Jessie) Li, With an exceptional h-index of 45 and a recent h-index of 38 (since 2020), a distinguished researcher at Penn State University, specializes in the field of city intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Bayesian Model-Based Offline Reinforcement Learning for Product Allocation

HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling

Cblab: Scalable traffic simulation with enriched data supporting

Network spillovers and neighborhood crime: a computational statistics analysis of employment-based networks of neighborhoods

Objective-aware traffic simulation via inverse reinforcement learning

Recent advances in reinforcement learning for traffic signal control: A survey of models and evaluation

Neural utility functions

Probabilistic simulation of spatial demand for intelligent product allocation

Zhenhui (Jessie) Li Information

University

Position

___

Citations(all)

11540

Citations(since 2020)

8823

Cited By

5395

hIndex(all)

45

hIndex(since 2020)

38

i10Index(all)

79

i10Index(since 2020)

72

Email

University Profile Page

Penn State University

Google Scholar

View Google Scholar Profile

Zhenhui (Jessie) Li Skills & Research Interests

city intelligence

Top articles of Zhenhui (Jessie) Li

Title

Journal

Author(s)

Publication Date

Bayesian Model-Based Offline Reinforcement Learning for Product Allocation

Proceedings of the AAAI Conference on Artificial Intelligence

Porter Jenkins

Hua Wei

J Stockton Jenkins

Zhenhui Li

2022

HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling

Haoyu Geng

Guanjie Zheng

Zhengqing Han

Hua Wei

Zhenhui Li

2022/12/15

Cblab: Scalable traffic simulation with enriched data supporting

Chumeng Liang

Zherui Huang

Yicheng Liu

Zhanyu Liu

Guanjie Zheng

...

2022/9/29

Network spillovers and neighborhood crime: a computational statistics analysis of employment-based networks of neighborhoods

Justice quarterly

Corina Graif

Brittany N Freelin

Yu-Hsuan Kuo

Hongjian Wang

Zhenhui Li

...

2021/2/23

Objective-aware traffic simulation via inverse reinforcement learning

arXiv preprint arXiv:2105.09560

Guanjie Zheng

Hanyang Liu

Kai Xu

Zhenhui Li

2021/5/20

Recent advances in reinforcement learning for traffic signal control: A survey of models and evaluation

Hua Wei

Guanjie Zheng

Vikash Gayah

Zhenhui Li

2021/1/17

Neural utility functions

Porter Jenkins

Ahmad Farag

J Stockton Jenkins

Huaxiu Yao

Suhang Wang

...

2021

Probabilistic simulation of spatial demand for intelligent product allocation

Porter Jenkins

Hua Wei

J Stockton Jenkins

Zhenhui Li

2021/11/2

Knowledge-based Residual Learning.

Guanjie Zheng

Chang Liu

Hua Wei

Porter Jenkins

Chacha Chen

...

2021

Learning to route via theory-guided residual network

arXiv preprint arXiv:2105.08279

Chang Liu

Guanjie Zheng

Zhenhui Li

2021/5/18

Improving generalization in meta-learning via task augmentation

Huaxiu Yao

Long-Kai Huang

Linjun Zhang

Ying Wei

Li Tian

...

2021/7/1

Learning to simulate on sparse trajectory data

Hua Wei

Chacha Chen

Chang Liu

Guanjie Zheng

Zhenhui Li

2021

How do we move: Modeling human movement with system dynamics

Proceedings of the AAAI Conference on Artificial Intelligence

Hua Wei

Dongkuan Xu

Junjie Liang

Zhenhui Jessie Li

2021/5/18

App2Vec: Context-aware application usage prediction

ACM Transactions on Knowledge Discovery from Data (TKDD)

Huandong Wang

Yong Li

Mu Du

Zhenhui Li

Depeng Jin

2021/6/28

Rebuilding city-wide traffic origin destination from road speed data

Guanjie Zheng

Chang Liu

Hua Wei

Chacha Chen

Zhenhui Li

2021/4/19

Boosting offline reinforcement learning with residual generative modeling

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21)

Hua Wei

Deheng Ye

Zhao Liu

Hao Wu

Bo Yuan

...

2021/6/19

Graph few-shot learning via knowledge transfer

Proceedings of the AAAI conference on artificial intelligence

Huaxiu Yao

Chuxu Zhang

Ying Wei

Meng Jiang

Suhang Wang

...

2020/4/3

Relation-aware Meta-learning for Market Segment Demand Prediction with Limited Records

arXiv preprint arXiv:2008.00181

Jiatu Shi

Huaxiu Yao

Xian Wu

Tong Li

Zedong Lin

...

2020/8/1

A probabilistic simulator of spatial demand for product allocation

Proceedings of the 4th ACM SIGSPATIAL International Workshop on GeoSpatial Simulation (GeoSim'21)

Porter Jenkins

Hua Wei

J Stockton Jenkins

Zhenhui Li

2020/1/9

Learning to simulate vehicle trajectories from demonstrations

Guanjie Zheng

Hanyang Liu

Kai Xu

Zhenhui Li

2020/4/20

See List of Professors in Zhenhui (Jessie) Li University(Penn State University)

Co-Authors

H-index: 202
Jiawei Han

Jiawei Han

University of Illinois at Urbana-Champaign

H-index: 104
Susan Brantley

Susan Brantley

Penn State University

H-index: 77
Roland Kays

Roland Kays

North Carolina State University

H-index: 61
Quanquan Gu

Quanquan Gu

University of California, Los Angeles

H-index: 43
Daniel Kifer

Daniel Kifer

Penn State University

H-index: 36
Vikash V. Gayah

Vikash V. Gayah

Penn State University

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