id	sid	eid	entity	type
fcis-30203	1	1	2832-6024	DATE
fcis-30203	2	1	11	CARDINAL
fcis-30203	2	2	3	CARDINAL
fcis-30203	2	3	127	CARDINAL
fcis-30203	2	4	xiaoyi zhao	PERSON
fcis-30203	2	5	xinchen zhang	PERSON
fcis-30203	2	6	wang sias university	ORG
fcis-30203	2	7	zhengzhou	GPE
fcis-30203	2	8	henan	GPE
fcis-30203	2	9	451100	DATE
fcis-30203	2	10	china	GPE
fcis-30203	4	1	three	CARDINAL
fcis-30203	6	1	three	CARDINAL
fcis-30203	8	1	three	CARDINAL
fcis-30203	9	1	1	CARDINAL
fcis-30203	10	1	1-4	CARDINAL
fcis-30203	13	1	5	CARDINAL
fcis-30203	14	1	6	CARDINAL
fcis-30203	20	1	2	CARDINAL
fcis-30203	23	1	1	CARDINAL
fcis-30203	23	2	9	CARDINAL
fcis-30203	24	1	mmd	ORG
fcis-30203	26	1	cifar-10	PRODUCT
fcis-30203	26	2	10:1	CARDINAL
fcis-30203	26	3	0.01	CARDINAL
fcis-30203	28	1	2	CARDINAL
fcis-30203	28	2	two	CARDINAL
fcis-30203	28	3	11	CARDINAL
fcis-30203	31	1	128	CARDINAL
fcis-30203	33	1	3	CARDINAL
fcis-30203	35	1	3 to 5	CARDINAL
fcis-30203	36	1	below 30%	PERCENT
fcis-30203	36	2	over 40%	PERCENT
fcis-30203	41	1	13	CARDINAL
fcis-30203	43	1	14	CARDINAL
fcis-30203	44	1	13	CARDINAL
fcis-30203	44	2	15	CARDINAL
fcis-30203	45	1	16	CARDINAL
fcis-30203	45	2	fedprox	GPE
fcis-30203	45	3	8	CARDINAL
fcis-30203	45	4	17	CARDINAL
fcis-30203	47	1	18	CARDINAL
fcis-30203	49	1	19	CARDINAL
fcis-30203	50	1	20	CARDINAL
fcis-30203	51	1	3	CARDINAL
fcis-30203	51	2	1	CARDINAL
fcis-30203	52	1	21	CARDINAL
fcis-30203	53	1	22	CARDINAL
fcis-30203	53	2	two	CARDINAL
fcis-30203	54	1	23	CARDINAL
fcis-30203	55	1	24	CARDINAL
fcis-30203	57	1	2	CARDINAL
fcis-30203	58	1	25	CARDINAL
fcis-30203	60	1	26	CARDINAL
fcis-30203	62	1	27	CARDINAL
fcis-30203	65	1	3	CARDINAL
fcis-30203	65	2	sgd	ORG
fcis-30203	65	3	28	CARDINAL
fcis-30203	65	4	29	CARDINAL
fcis-30203	66	1	4	CARDINAL
fcis-30203	67	1	129	CARDINAL
fcis-30203	70	1	5	CARDINAL
fcis-30203	70	2	three	CARDINAL
fcis-30203	71	1	three	CARDINAL
fcis-30203	71	2	1	CARDINAL
fcis-30203	72	1	2	CARDINAL
fcis-30203	72	2	12% to 18%	PERCENT
fcis-30203	74	1	3	CARDINAL
fcis-30203	74	2	up to 34%	PERCENT
fcis-30203	75	1	zhao xiaoyi	PERSON
fcis-30203	75	2	1995-	CARDINAL
fcis-30203	75	3	luoyang	GPE
fcis-30203	75	4	henan province	GPE
fcis-30203	77	1	henan	GPE
fcis-30203	77	2	2021	CARDINAL
fcis-30203	77	3	the henan provincial department of finance	ORG
fcis-30203	77	4	the henan provincial department of education	ORG
fcis-30203	77	5	yu cai jiao	PERSON
fcis-30203	78	1	2021	CARDINAL
fcis-30203	78	2	16	CARDINAL
fcis-30203	79	1	zhengzhou sias university	ORG
fcis-30203	79	2	2024xkd085	CARDINAL
fcis-30203	79	3	2024 xkd055	DATE
fcis-30203	80	1	1	CARDINAL
fcis-30203	80	2	liu y,	PERSON
fcis-30203	80	3	cheng y	PERSON
fcis-30203	81	1	beijing	GPE
fcis-30203	81	2	2020	DATE
fcis-30203	81	3	2-5	CARDINAL
fcis-30203	82	1	2	CARDINAL
fcis-30203	82	2	peng n	PERSON
fcis-30203	82	3	wang h. federated learning technology	ORG
fcis-30203	85	1	beijing	GPE
fcis-30203	85	2	2021	CARDINAL
fcis-30203	85	3	340	CARDINAL
fcis-30203	86	1	3	CARDINAL
fcis-30203	87	1	arxiv preprint arxiv	ORG
fcis-30203	87	2	1610.05492	CARDINAL
fcis-30203	87	3	2016	DATE
fcis-30203	88	1	4	CARDINAL
fcis-30203	88	2	sahu	PERSON
fcis-30203	89	1	signal processing magazine	ORG
fcis-30203	89	2	2020	DATE
fcis-30203	89	3	37(3	DATE
fcis-30203	89	4	50-56	CARDINAL
fcis-30203	89	5	5	CARDINAL
fcis-30203	89	6	zhao	PERSON
fcis-30203	89	7	li	PERSON
fcis-30203	89	8	m., lai	PERSON
fcis-30203	89	9	l.	PERSON
fcis-30203	89	10	2018	DATE
fcis-30203	91	1	arxiv preprint arxiv:1806.00582	ORG
fcis-30203	92	1	6	CARDINAL
fcis-30203	92	2	moore e	PERSON
fcis-30203	92	3	20th	ORDINAL
fcis-30203	92	4	2017	DATE
fcis-30203	92	5	1273-1282	DATE
fcis-30203	93	1	li x	PERSON
fcis-30203	93	2	huang kx	PERSON
fcis-30203	93	3	yang ws	PERSON
fcis-30203	94	1	8th	ORDINAL
fcis-30203	94	2	2020	DATE
fcis-30203	94	3	126	CARDINAL
fcis-30203	95	1	8	CARDINAL
fcis-30203	95	2	kale s	PERSON
fcis-30203	95	3	37th	ORDINAL
fcis-30203	95	4	2020	DATE
fcis-30203	96	1	5123-5143	DATE
fcis-30203	97	1	9	CARDINAL
fcis-30203	99	1	03-06].http://kns.cnki	PERCENT
fcis-30203	101	1	2024 1226.1339.002.html	DATE
fcis-30203	102	1	10	CARDINAL
fcis-30203	102	2	li x	PERSON
fcis-30203	102	3	huang k	PERSON
fcis-30203	102	4	yang w	PERSON
fcis-30203	103	1	8th	ORDINAL
fcis-30203	103	2	2020	DATE
fcis-30203	104	1	1-26	CARDINAL
fcis-30203	105	1	11	CARDINAL
fcis-30203	105	2	pan z	PRODUCT
fcis-30203	105	3	wang z	PERSON
fcis-30203	105	4	li	PERSON
fcis-30203	105	5	39th	ORDINAL
fcis-30203	106	1	arxiv preprint arxiv	ORG
fcis-30203	106	2	2412.20200	CARDINAL
fcis-30203	106	3	2024	DATE
fcis-30203	107	1	12	CARDINAL
fcis-30203	109	1	university of science	ORG
fcis-30203	109	2	doi:10.27517	GPE
fcis-30203	110	1	gzkju	PERSON
fcis-30203	111	1	2024	CARDINAL
fcis-30203	112	1	000093	DATE
fcis-30203	113	1	13	CARDINAL
fcis-30203	113	2	chiang c k	PERSON
fcis-30203	113	3	30th	ORDINAL
fcis-30203	113	4	2017	DATE
fcis-30203	113	5	4424-4434	DATE
fcis-30203	114	1	14	CARDINAL
fcis-30203	114	2	wang j. fedmd:	PERSON
fcis-30203	115	1	arxiv preprint arxiv	ORG
fcis-30203	115	2	1910.03581	CARDINAL
fcis-30203	115	3	2019	DATE
fcis-30203	116	1	15	CARDINAL
fcis-30203	116	2	chen f	PERSON
fcis-30203	116	3	luo m	PERSON
fcis-30203	117	1	arxiv preprint arxiv:1802.07876,	ORG
fcis-30203	117	2	2018	DATE
fcis-30203	118	1	16	CARDINAL
fcis-30203	118	2	sahu	PERSON
fcis-30203	118	3	2020	DATE
fcis-30203	119	1	17	CARDINAL
fcis-30203	119	2	wang j	PERSON
fcis-30203	119	3	liu	PERSON
fcis-30203	119	4	liang h	PERSON
fcis-30203	121	1	2021	CARDINAL
fcis-30203	121	2	69	CARDINAL
fcis-30203	121	3	5234-5249	DATE
fcis-30203	122	1	18	CARDINAL
fcis-30203	122	2	hong j	GPE
fcis-30203	122	3	zhou j. data-free	PERSON
fcis-30203	122	4	2021	DATE
fcis-30203	122	5	12878-12889	DATE
fcis-30203	123	1	19	CARDINAL
fcis-30203	123	2	w.	PERSON
fcis-30203	125	1	2018	DATE
fcis-30203	125	2	31(3	CARDINAL
fcis-30203	125	3	772	CARDINAL
fcis-30203	126	1	20	CARDINAL
fcis-30203	126	2	zhao y	PERSON
fcis-30203	126	3	chen jj	PERSON
fcis-30203	126	4	guo ql	PERSON
fcis-30203	126	5	first	ORDINAL
fcis-30203	126	6	2020	DATE
fcis-30203	127	1	219	CARDINAL
fcis-30203	128	1	21	CARDINAL
fcis-30203	128	2	charles z	PERSON
fcis-30203	128	3	zaheer m	PERSON
fcis-30203	129	1	arxiv preprint arxiv	ORG
fcis-30203	129	2	2003.00295	CARDINAL
fcis-30203	129	3	2020	DATE
fcis-30203	130	1	22	CARDINAL
fcis-30203	130	2	mokhtari	PERSON
fcis-30203	130	3	a.	PERSON
fcis-30203	130	4	a. personalized federated learning	ORG
fcis-30203	130	5	33	CARDINAL
fcis-30203	130	6	3557–3568	CARDINAL
fcis-30203	131	1	23	CARDINAL
fcis-30203	131	2	q.	PERSON
fcis-30203	131	3	130	CARDINAL
fcis-30203	131	4	2021	CARDINAL
fcis-30203	131	5	10713–10722	CARDINAL
fcis-30203	132	1	doi:10.1109	NORP
fcis-30203	133	1	24	CARDINAL
fcis-30203	133	2	kafle	ORG
fcis-30203	133	3	s. distributed stochastic nonconvex optimization	ORG
fcis-30203	135	1	arxiv preprint arxiv	ORG
fcis-30203	135	2	2005.00224	CARDINAL
fcis-30203	135	3	2020	DATE
fcis-30203	136	1	25	CARDINAL
fcis-30203	136	2	j., liu, q.	PERSON
fcis-30203	136	3	liang	PERSON
fcis-30203	136	4	33	CARDINAL
fcis-30203	136	5	2020	DATE
fcis-30203	136	6	7611–7623	DATE
fcis-30203	137	1	26	CARDINAL
fcis-30203	137	2	d.a.	PERSON
fcis-30203	137	3	zhao	PERSON
fcis-30203	137	4	matas	PERSON
fcis-30203	137	5	r.	NORP
fcis-30203	137	6	9th	ORDINAL
fcis-30203	137	7	2021	CARDINAL
fcis-30203	138	1	27	CARDINAL
fcis-30203	138	2	t., kong	GPE
fcis-30203	138	3	l.	GPE
fcis-30203	138	4	s.u.	GPE
fcis-30203	139	1	35	CARDINAL
fcis-30203	139	2	2022	CARDINAL
fcis-30203	139	3	3151–3163	CARDINAL
fcis-30203	140	1	28	CARDINAL
fcis-30203	140	2	koloskova	GPE
fcis-30203	140	3	a.	PERSON
fcis-30203	140	4	loizou	PERSON
fcis-30203	140	5	s.	PERSON
fcis-30203	142	1	2022	CARDINAL
fcis-30203	142	2	23(1):1–50	CARDINAL
fcis-30203	143	1	29	CARDINAL
fcis-30203	143	2	j., chen z	PERSON
fcis-30203	146	1	2022	CARDINAL
fcis-30203	146	2	656--663	QUANTITY