Co-Authors
AuthorsNo. of Publications
xia, lianghao 56
wang, dong 28
xu, yong 27
chawla, nitesh v. 17
bo, liefeng 13
dai, peng 13
wu, xian 12
xia, l 11
zhang, chuxu 11
yin, dawei 10
wei, wei 9
xu, y 8
yu, yanwei 8
dong, junyu 7
yang, yuhao 7
zhao, jiashu 7
ren, xubin 6
xu, huance 6
yu, y 6
li, zhonghang 5
pei, jian 5
tang, jiabin 5
cai, xuheng 4
dong, j 4
dong, yuxiao 4
lin, kangyi 4
zhang, c 4
zhang, xiyue 4
zhu, shenglong 4
bo, l 3
chawla, n 3
dai, p 3
huang, chunzhen 3
jiang, yangqin 3
liu, zhijun 3
luo, da 3
shi, baoxu 3
wang, tianle 3
xing, hao 3
zhang, daniel yue 3
zhang, qianru 3
zhang, xuchao 3
chawla, nitesh 2
chen, jiahui 2
chen, wei 2
fan, baode 2
faust, louis 2
fu, chaofan 2
jiang, meng 2
kao, ben 2
li, c 2
li, chenliang 2
li, xiang 2
li, zongwei 2
lu, mengyin 2
mann, brian 2
marshall, jermaine 2
pei, j 2
shao, yizhen 2
song, dongjin 2
tao, jun 2
wang, zheng 2
xia, lianghao 2
xu, h 2
yang, y 2
yao, huaxiu 2
ye, yaowen 2
yin, d 2
yiu, siuming 2
yu, lu 2
zhang, bo 2
zhang, junbo 2
zhang, x 2
zhao, j 2
zhao, zhongying 2
zheng, yu 2
cao, l 1
chen, guoxuan 1
chen, h 1
chen, haifeng 1
chen, mengru 1
chen, t 1
chen, tianyi 1
chen, w 1
chen, yanqing 1
cheng, c 1
cheng, suqi 1
dai, s 1
dong, mianxiong 1
dong, y 1
feldman, keith 1
fu, c 1
gao, z 1
guo, z 1
han, ruihua 1
han, rungang 1
he, xiangnan 1
hu, jie 1
hua, hua 1
huang, j 1
huang, jimmy 1
huang, jimmy xiangji 1
jensen, christian s. 1
jiang, m 1
jiang, y 1
jiang, yongguo 1
lai, xiaoping 1
li, chaoliu 1
li, s 1
li, shuzhe 1
li, x 1
li, y 1
li, z 1
li, zhenhui 1
liang, y 1
liang, yuxuan 1
lin, suwen 1
liu, yuxi 1
liu, z 1
long, x 1
long, xiaoling 1
luo, ronghua 1
madey, greg 1
mattingly, stephen 1
metoyer, r 1
mirjafari, shayan 1
mu, xin 1
robles-granda, p 1
shi, jiao 1
shi, lei 1
song, d 1
song, peng 1
su, lixin 1
swami, ananthram 1
thain, doug 1
tian, y 1
vance, nathan 1
wang, bin 1
wang, j 1
wang, junfeng 1
wang, shuangyang 1
wang, xiang 1
wei, w 1
wu, x 1
xia, long 1
xie, meiyan 1
xu, jian 1
yang, hongsheng 1
yao, h 1
ye, y 1
ye, yanfang 1
yiu, siu ming 1
yu, l 1
yu, p 1
yu, pengyang 1
yu, tao 1
zhang, daniel 1
zhang, shijie 1
zhang, w 1
zhang, weiguo 1
zhang, xiangliang 1
zhao, z 1
zheng, chao 1
zheng, guangjie 1
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Keywords in Publications
keywordsNo. of Authors
graph neural networks 5
self-supervised learning 5
automated machine learning 4
collaborative filtering 4
masked autoencoder 4
contrastive learning 3
spatio-temporal data mining 3
urban computing 3
alignment 2
autoencoder 2
bias in recommender system 2
collaborative filtering (cf) 2
collaborative-filtering 2
content-based recommendation 2
crime prediction 2
data sparsity 2
deep neural networks 2
diffusion 2
diffusion model 2
disentangled-representation-learning 2
explainable ai 2
generative ai 2
graph attention networks 2
graph learning 2
graph neural network 2
graph neural network (gnn) 2
graph pre-training 2
graph transformer 2
graph-neural-networks 2
heterogeneous graph 2
heterogeneous graph representation 2
hypergraph learning 2
hypergraph representation 2
knowledge distillation 2
knowledge graph 2
knowledge graph learning 2
large language models 2
meta learning 2
multi-behavior learning 2
multi-behavior recommendation 2
multi-modal 2
multi-modal learning 2
multi-modal recommendation 2
popularity bias 2
prompt learning 2
prompt-tuning 2
recommendation 2
recommender system 2
recommender systems 2
sequential recommendation 2
smart cities 2
social recommendation 2
social-recommendation 2
spatial-temporal data mining 2
spatial-temporal prediction 2
traffic flow forecasting 2
transformer network 2
abnormal event forecasting 1
accuracy assessment 1
additional key words and phrasesnext location recommendation 1
anomaly prediction 1
apollo fact-finder 1
arbitrary source dependency graph 1
attention model 1
attention neural networks 1
attributed networks 1
author identification 1
bayesian inference 1
behavior pattern 1
big data 1
claim lifespan 1
collaborative learning 1
confidence-aware 1
control theory 1
crowdsourcing 1
cyber-physical systems 1
cyber-physical-social systems 1
data quality 1
data scarcity 1
deep learning 1
deep neural network 1
distributed computing 1
diversified local users 1
dynamic networks 1
expectation maximization 1
fake review detection 1
fraud detection 1
gpu implementation 1
graph convolutional networks 1
graph embedding 1
graph representation learning 1
healthcare informatics 1
heterogeneous graphs 1
heterogeneous networks 1
hidden markov model 1
home location inference 1
home location profiling 1
human mobility 1
intelligent transportation 1
interesting place discovery 1
interesting place finding 1
knowledge discovery 1
large-scale attributed networks 1
large-scale networks 1
link weight 1
local attractiveness of venues 1
localness inference 1
localness of people 1
location based social networks (lbsn) 1
location based social networks foursquare 1
machine learning 1
maximum likelihood estimation 1
meta-learning 1
metric learning 1
multiple resolutions 1
multiplex graph neural network 1
multiplex heterogeneous networks 1
network embedding 1
network representation learning 1
node embedding 1
online social media 1
online social networks 1
parallel implementation 1
performance bounds 1
personalization 1
physical dependency 1
probabilistic generative model 1
purchase intent forecasting 1
purchase prediction 1
recommendation systems 1
relation chain 1
relation learning 1
representation learning 1
rumor robust 1
scalability 1
self-paced learning 1
smart city 1
social dependency 1
social media 1
social sensing 1
socical sensing 1
source dependency 1
source responsiveness 1
source selection 1
sparse random projection 1
sparse social sensing 1
spatial-temporal 1
spatial-temporal-social constraints 1
spatio-temporal data 1
speak rate 1
temporal behavior modeling 1
temporal dynamics 1
temporal interaction learning 1
tensor factorization 1
time series classification 1
time series forecasting 1
time-aware 1
time-sensitive 1
topic-aware 1
traffic accident forecasting 1
trajectory representation learning 1
trajectory-user linking 1
truth discovery 1
truth estimation 1
truth finding 1
twitter 1
uncertainty-aware 1
unsupervised learning 1
wearable-sensory time series imputation 1
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