Citation Analysis – Graph Neural Networks: Theory for Estimation with Application on Network Heterogeneity

Graph Neural Networks: Theory for Estimation with Application on Network Heterogeneity
Yike Wang, Chris Gu, Taisuke Otsu
https://arxiv.org/abs/2401.16275

Citation mentions

Cited references

Sections

10,792

Words (approx)

References by Citation Intensity

Ordered by composite index (descending). Higher values indicate more intensive citation.

#	Reference	Year	Mentions	Breadth	Sec. Wtd	Share	Composite	Main %
1	Banerjee, A., A. G. Chandrasekhar, E. Duflo, and M...	2013	9	5	17.0	0.148	1.000	100%
2	Farrell, M. H., T. Liang, and S. Misra	2021b	14	9	21.5	0.230	0.923	79%
3	Bartlett, P. L., O. Bousquet, and S. Mendelson	2005	8	4	7.5	0.131	0.721	38%
4	Janson, S	1988	2	2	2.5	0.033	0.511	50%
5	Berry, S., J. Levinsohn, and A. Pakes	1995	1	1	1.0	0.016	0.406	100%
6	Wooldridge, J. M	2010	1	1	1.0	0.016	0.406	100%
7	Rubin, D. B	1974	1	1	1.0	0.016	0.406	100%
8	Belloni, A., V. Chernozhukov, and C. Hansen	2014	1	1	1.0	0.016	0.406	100%
9	Bonhomme, S. and E. Manresa	2015	1	1	1.0	0.016	0.406	100%
10	Wager, S. and S. Athey	2018	1	1	1.0	0.016	0.406	100%
11	LeCun, Y., L. Bottou, Y. Bengio, and P. Haffner	1998	1	1	1.0	0.016	0.406	100%
12	Hamilton, W. L	2020	1	1	1.0	0.016	0.406	100%
13	Stokes, J. M., K. Yang, K. Swanson, W. Jin, A. Cub...	2020	1	1	1.0	0.016	0.406	100%
14	Farrell, M. H., T. Liang, and S. Misra	2021a	1	1	2.0	0.016	0.406	100%
15	Van der Vaart, A. W	1998	1	1	2.0	0.016	0.406	100%
16	Ralaivola, L. and M.-R. Amini	2015	1	1	2.0	0.016	0.406	100%
17	Leung, M. P	2022	1	1	2.0	0.016	0.406	100%
18	Savje, F., P. Aronow, and M. Hudgens	2021	1	1	2.0	0.016	0.406	100%
19	Rogers, E. M	2003	1	1	2.0	0.016	0.406	100%
20	Banerjee, A., A. G. Chandrasekhar, E. Duflo, and M...	2019	1	1	2.0	0.016	0.406	100%
21	Anthony, M. and P. L. Bartlett	1999	4	1	2.0	0.066	0.139	0%
22	Poggio, T., H. Mhaskar, L. Rosasco, B. Miranda, an...	2017	2	1	1.0	0.033	0.110	0%
23	Scarselli, F., A. C. Tsoi, and M. Hagenbuchner	2018	2	1	1.0	0.033	0.110	0%
24	Mohri, M., A. Rostamizadeh, and A. Talwalkar	2018	1	1	0.5	0.016	0.087	0%
25	Hansen, C. B	2004	1	1	0.5	0.016	0.087	0%
26	Farrell, M. H	2015	1	1	0.5	0.016	0.087	0%
27	Hansen, C. B	2007	1	1	0.5	0.016	0.087	0%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Banerjee, A., A. G. Chandrasekhar, E. Duflo, and M...

2013

17.0

0.148

1.000

100%

Farrell, M. H., T. Liang, and S. Misra

2021b

21.5

0.230

0.923

79%

Bartlett, P. L., O. Bousquet, and S. Mendelson

2005

7.5

0.131

0.721

38%

Janson, S

1988

2.5

0.033

0.511

50%

Berry, S., J. Levinsohn, and A. Pakes

1995

1.0

0.016

0.406

100%

Wooldridge, J. M

2010

1.0

0.016

0.406

100%

Rubin, D. B

1974

1.0

0.016

0.406

100%

Belloni, A., V. Chernozhukov, and C. Hansen

2014

1.0

0.016

0.406

100%

Bonhomme, S. and E. Manresa

2015

1.0

0.016

0.406

100%

Wager, S. and S. Athey

2018

1.0

0.016

0.406

100%

LeCun, Y., L. Bottou, Y. Bengio, and P. Haffner

1998

1.0

0.016

0.406

100%

Hamilton, W. L

2020

1.0

0.016

0.406

100%

Stokes, J. M., K. Yang, K. Swanson, W. Jin, A. Cub...

2020

1.0

0.016

0.406

100%

Farrell, M. H., T. Liang, and S. Misra

2021a

2.0

0.016

0.406

100%

Van der Vaart, A. W

1998

2.0

0.016

0.406

100%

Ralaivola, L. and M.-R. Amini

2015

2.0

0.016

0.406

100%

Leung, M. P

2022

2.0

0.016

0.406

100%

Savje, F., P. Aronow, and M. Hudgens

2021

2.0

0.016

0.406

100%

Rogers, E. M

2003

2.0

0.016

0.406

100%

Banerjee, A., A. G. Chandrasekhar, E. Duflo, and M...

2019

2.0

0.016

0.406

100%

Anthony, M. and P. L. Bartlett

1999

2.0

0.066

0.139

Poggio, T., H. Mhaskar, L. Rosasco, B. Miranda, an...

2017

1.0

0.033

0.110

Scarselli, F., A. C. Tsoi, and M. Hagenbuchner

2018

1.0

0.033

0.110

Mohri, M., A. Rostamizadeh, and A. Talwalkar

2018

0.5

0.016

0.087

Hansen, C. B

2004

0.5

0.016

0.087

Farrell, M. H

2015

0.5

0.016

0.087

Hansen, C. B

2007

0.5

0.016

0.087

Measures: Mentions = total in-text citations; Breadth = distinct sections; Sec. Wtd = section-weighted count (body ×2, lit review/appendix ×0.5); Share = mentions / total citations in paper; Composite = geometric mean of normalised count, breadth, and main-text ratio; Main % = fraction of mentions in main text (excl. appendix). (self) = self-citation.