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Modeling co-evolution across multiple networks. Work published in SDM
Proposed a shared temporal matrix factorization framework to model co-evolution across multiple networks.
Demonstrated the benefits of this approach on the tasks including cross-network link prediction and community detection.
Link prediction with spatial and temporal consistency in dynamic networks. Work published in IJCAI
Proposed a link prediction model with spatial and temporal consistency, to predict links in a sequence of networks over time.
The proposed model characterized the network dynamics as a function of time, which integrates the spatial topology of network at each timestamp and the temporal network evolution. Advertiser competition analysis in search advertising. Work published in ICDM
Modeled the advertiser competition network, and explored the relationship between competition network and search provider’s revenue
Proposed a shared temporal matrix factorization framework to model co-evolution across multiple networks.
Demonstrated the benefits of this approach on the tasks including cross-network link prediction and community detection.
Link prediction with spatial and temporal consistency in dynamic networks. Work published in IJCAI
Proposed a link prediction model with spatial and temporal consistency, to predict links in a sequence of networks over time.
The proposed model characterized the network dynamics as a function of time, which integrates the spatial topology of network at each timestamp and the temporal network evolution. Advertiser competition analysis in search advertising. Work published in ICDM
Modeled the advertiser competition network, and explored the relationship between competition network and search provider’s revenue
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IEEE transactions on pattern analysis and machine intelligenceno. 99 (2024): 1-15
2023 57th Annual Conference on Information Sciences and Systems (CISS)pp.1-6, (2023)
2023 IEEE International Conference on Knowledge Graph (ICKG) (2023): 9-18
SIGNAL IMAGE AND VIDEO PROCESSINGno. 6 (2023): 2771-2778
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