Items where Author is "Song, Le"

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Number of items: 14.

Conference or Workshop Item (A Paper)

Tabibian, Behzad and Valera, Isabel and Farajtabar, Mehrdad and Song, Le and Schölkopf, Bernhard and Gomez-Rodriguez, Manuel
(2017) Distilling Information Reliability and Source Trustworthiness from Digital Traces.
In: 26th International World Wide Web Conference (WWW'17).
Conference: WWW The Web Conference (Formerly: International World Wide Web Conference)

Karimi, M. and Tavakoli, E. and Farajtabar, Mehrdad and Song, Le and Gomez-Rodriguez, Manuel
(2016) Smart Broadcasting: Do you want to be seen?
In: Proc. of the 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'16).
Conference: KDD ACM International Conference on Knowledge Discovery and Data Mining

Du, Nan and Dai, Hanjun and Trivedi, Rakshit and Upadhyay, Utkarsh and Gomez-Rodriguez, Manuel and Song, Le
(2016) Recurrent Marked Temporal Point Processes: Embedding Event History to Vector.
In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016.
Conference: KDD ACM International Conference on Knowledge Discovery and Data Mining

Farajtabar, Mehrdad and Gomez-Rodriguez, Manuel and Du, Nan and Zamani, Mohammad and Zha, Hongyuan and Song, Le
(2015) Back to the Past: Source Identification in Diffusion Networks from Partially Observed Cascades.
In: Proceedings of the 18th International Conference on Artificial Intelligence and Statistics (AISTATS).
Conference: AISTATS International Conference on Artificial Intelligence and Statistics

Farajtabar, M. and Wang, Y and Gomez-Rodriguez, Manuel and Li, S and Zha, H and Song, Le
(2015) COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution.
In: NIPS '15: Advances in Neural Information Processing Systems.
Conference: NeurIPS Conference on Neural Information Processing Systems

Farajtabar, Mehrdad and Gomez-Rodriguez, Manuel and Wang, Yichen and Li, Shuang and Zha, Hongyuan and Song, Le
(2015) Co-evolutionary Dynamics of Information Diffusion and Network Structure.
In: Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume.
Conference: KDD ACM International Conference on Knowledge Discovery and Data Mining

Gomez-Rodriguez, Manuel and Song, Le
(2015) Diffusion in Social and Information Networks: Research Problems, Probabilistic Models and Machine Learning Methods.
In: Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015.
Conference: KDD ACM International Conference on Knowledge Discovery and Data Mining

Gomez-Rodriguez, Manuel and Song, Le and Schölkopf, Bernhard
(2014) Open Problem: Finding Good Cascade Sampling Processes for the Network Inference Problem.
In: Proceedings of The 27th Conference on Learning Theory, COLT 2014, Barcelona, Spain, June 13-15, 2014.
Conference: COLT Annual Conference on Computational Learning Theory

Farajtabar, Mehrdad and Du, Nan and Gomez-Rodriguez, Manuel and Valera, Isabel and Zha, Hongyuan and Song, Le
(2014) Shaping Social Activity by Incentivizing Users.
In: Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada.
Conference: NeurIPS Conference on Neural Information Processing Systems

Du, Nan and Song, Le and Gomez-Rodriguez, Manuel and Zha, Hongyuan
(2013) Scalable Influence Estimation in Continuous-Time Diffusion Networks.
In: Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States..
Conference: NeurIPS Conference on Neural Information Processing Systems

Article

Farajtabar, Mehrdad and Wang, Yichen and Gomez-Rodriguez, Manuel and Li, Shuang and Zha, Hongyuan and Song, Le
(2017) COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Evolution.
Journal of Machine Learning Research, 18. 41:1–41:49.

Du, Nan and Liang, Yingyu and Balcan, Maria-Florina and Gomez-Rodriguez, Manuel and Zha, Hongyuan and Song, Le
(2017) Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks.
Journal of Machine Learning Research, 18. 2:1–2:45.

Du, Nan and Liang, Yingyu and Balcan, Maria-Florina and Gomez-Rodriguez, Manuel and Zha, Hongyuan and Song, Le
(2016) Estimating Diffusion Networks: Recovery Conditions, Sample Complexity & Soft-thresholding Algorithm.
Journal of Machine Learning Research (JMLR).

Gomez-Rodriguez, Manuel and Song, Le and Du, Nan and Zha, Hongyuan and Schölkopf, Bernhard
(2016) Influence Estimation and Maximization in Continuous-Time Diffusion Networks.
ACM Transactions on Information Systems (TOIS).

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