Jennie Si

6.4k total citations · 2 hit papers
184 papers, 4.5k citations indexed

About

Jennie Si is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Electrical and Electronic Engineering. According to data from OpenAlex, Jennie Si has authored 184 papers receiving a total of 4.5k indexed citations (citations by other indexed papers that have themselves been cited), including 70 papers in Artificial Intelligence, 54 papers in Computational Theory and Mathematics and 47 papers in Electrical and Electronic Engineering. Recurrent topics in Jennie Si's work include Adaptive Dynamic Programming Control (51 papers), Neural Networks and Applications (38 papers) and Reinforcement Learning in Robotics (28 papers). Jennie Si is often cited by papers focused on Adaptive Dynamic Programming Control (51 papers), Neural Networks and Applications (38 papers) and Reinforcement Learning in Robotics (28 papers). Jennie Si collaborates with scholars based in United States, China and Sweden. Jennie Si's co-authors include Warren B. Powell, Andrew G. Barto, Don Wunsch, Russell Enns, He Huang, Yue Wen, Wenchao Meng, Qinmin Yang, Xiang Gao and A.N. Michel and has published in prestigious journals such as IEEE Transactions on Automatic Control, Journal of Neurophysiology and IEEE Transactions on Image Processing.

In The Last Decade

Jennie Si

172 papers receiving 4.3k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Handbook of Learning and Approximate Dynamic Programming

2004 619 citations Jennie Si, Andrew G. Barto et al. profile →
Online learning control by association and reinforcement

2001 599 citations Jennie Si et al. IEEE Transactions on Neural Networks profile →

Peers

Countries citing papers authored by Jennie Si

Since Specialization

Citations

This map shows the geographic impact of Jennie Si's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jennie Si with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jennie Si more than expected).

Fields of papers citing papers by Jennie Si

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jennie Si. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jennie Si. The network helps show where Jennie Si may publish in the future.

Co-authorship network of co-authors of Jennie Si

This figure shows the co-authorship network connecting the top 25 collaborators of Jennie Si. A scholar is included among the top collaborators of Jennie Si based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jennie Si. Jennie Si is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Historical visual question answering with large language model for Augmented Reality-assisted Human–Robot Collaboration 2025 ·Journal of Manufacturing Systems ·(unknown), Jennie Si, (unknown), Jinsong Bao	1
2	Reinforcement Learning Control of Hypersonic Vehicles and Performance Evaluations 2024 ·Journal of Guidance Control and Dynamics ·(unknown), Jennie Si	0
3	Adaptive control of powered transfemoral prostheses based on adaptive dynamic programming 2016 ·PubMed ·Yue Wen, Ming Liu, Jennie Si, He Huang	19
4	Approximate dynamic programming based supplementary frequency control of thermal generators in power systems with large-scale renewable generation integration 2014 ·Wentao Guo, Feng Liu, Shengwei Mei, Jennie Si, Dawei He, Ronald G. Harley	10
5	A boundedness result for the direct heuristic dynamic programming 2012 ·Neural Networks ·Feng Liu, Jian Sun, Jennie Si, Wentao Guo, Shengwei Mei	108
6	An improved approximate dynamic programming and its application in SVC control 2011 ·Jian Sun, (unknown), Jennie Si, (unknown), (unknown)	3
7	Direct Heuristic Dynamic Programming for Nonlinear Tracking Control With Filtered Tracking Error 2009 ·IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ·Lei Yang, Jennie Si, Konstantinos Tsakalis, Armando A. Rodriguez	67
8	Direct Heuristic Dynamic Programming for Damping Oscillations in a Large Power System 2008 ·IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ·Chao Lu, Jennie Si, Xiaorong Xie	81
9	Decoding High Level Signals for Asynchronous Brain Machine interfaces 2006 ·PubMed ·(unknown), Jennie Si, (unknown)	1
10	Feature detection in motor cortical spikes by principal component analysis 2005 ·IEEE Transactions on Neural Systems and Rehabilitation Engineering ·Jing Hu, Jennie Si, (unknown), Jiping He	28
11	Principle component feature detector for motor cortical control 2005 ·PubMed ·Jing Hu, Jennie Si, (unknown), (unknown)	4
12	Handbook of Learning and Approximate Dynamic Programming (IEEE Press Series on Computational Intelligence) 2004 ·Jennie Si, Andrew G. Barto, Warren B. Powell, Don Wunsch	76
13	Helicopter trimming and tracking control using direct neural dynamic programming 2003 ·IEEE Transactions on Neural Networks ·Russell Enns, Jennie Si	182
14	Dynamic topology representing networks 2000 ·Neural Networks ·Jennie Si, Sen Lin, (unknown)	19
15	Subset-based training and pruning of sigmoid neural networks 1999 ·Neural Networks ·(unknown), Jennie Si	7
16	Note on an iterative functional differential equation 1998 ·Jennie Si, (unknown)	11
17	Neural network-based control design: an LMI approach 1998 ·IEEE Transactions on Neural Networks ·(unknown), Jennie Si	93
18	Blind equalization with a linear feedforward neural network. 1997 ·The European Symposium on Artificial Neural Networks ·Xi‐Ren Cao, Jie Zhu, Jennie Si	5
19	A computationally efficient method for solving the redundant problem in biomechanics 1995 ·Journal of Biomechanics ·Gary T. Yamaguchi, Daniel W. Moran, Jennie Si	72
20	Analysis and synthesis of a class of discrete-time neural networks with multilevel threshold neurons 1995 ·IEEE Transactions on Neural Networks ·Jennie Si, A.N. Michel	32

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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