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GraphOpt: Learning Optimization Models of Graph Formation

Jul 07, 2020
Rakshit Trivedi, Jiachen Yang, Hongyuan Zha

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LinkNBed: Multi-Graph Representation Learning with Entity Linkage

Jul 23, 2018
Rakshit Trivedi, Bunyamin Sisman, Jun Ma, Christos Faloutsos, Hongyuan Zha, Xin Luna Dong

* ACL 2018 

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Learning Deep Mean Field Games for Modeling Large Population Behavior

Apr 22, 2018
Jiachen Yang, Xiaojing Ye, Rakshit Trivedi, Huan Xu, Hongyuan Zha

* Accepted to International Conference on Learning Representations (2018) 

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Representation Learning over Dynamic Graphs

Mar 16, 2018
Rakshit Trivedi, Mehrdad Farajtabar, Prasenjeet Biswal, Hongyuan Zha

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Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs

Jun 21, 2017
Rakshit Trivedi, Hanjun Dai, Yichen Wang, Le Song

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Fake News Mitigation via Point Process Based Intervention

Jun 19, 2017
Mehrdad Farajtabar, Jiachen Yang, Xiaojing Ye, Huan Xu, Rakshit Trivedi, Elias Khalil, Shuang Li, Le Song, Hongyuan Zha

* Point Process, Hawkes Process, Social Networks, Intervention and Control, Reinforcement Learning, ICML 2017 

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Deep Coevolutionary Network: Embedding User and Item Features for Recommendation

Feb 28, 2017
Hanjun Dai, Yichen Wang, Rakshit Trivedi, Le Song

* Recsys Workshop on Deep Learning for Recommendation Systems (DLRS '16) 

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