IR/NLP
Z.
Guo, Z. Zhang, E. P. Xing, C. Faloutsos,
Enhanced Max Margin
Learning on Multimodal Data Mining in a Multimedia
Database,
The Thirteenth ACM SIGKDD International Conference on Knowledge
Discovery and Data Mining (KDD
2007).
- Z.
Guo, Z. Zhang, E. P. Xing, C. Faloutsos,
A Max Margin Framework on
Image Annotation and Multimodal Image
Retrieval,
IEEE International Conference on Multimedia & Expo (ICME
2007).
- A.
Ahmed and E. P. Xing, On Tight Approximate Inference of
Logistic-Normal Admixture Model,
Proceedings of the Eleventh International Conference on Artifical
Intelligence and Statistics (AISTAT 2007).
- J.
Yang, Y. Liu, E. P. Xing and A. Hauptmann, Harmonium-Based
Models for
Semantic Video Representation and
Classification ,
Proceedings of The Seventh SIAM International Conference on Data Mining
(SDM 2007). (Recipient
of the BEST PAPER Award)
- B. Zhao and E.P Xing, BiTAM: Bilingual Topic AdMixture Models for Word Alignment, The joint conference of the International Committee on Computational Linguistics and the Association for Computational Linguistics (ACL 2006).
- B. Zhao, E.P Xing, and A. Waibel, Bilingual Word Spectral Clustering for Statistical Machine Translation. ACL-Workshop-WPT, Ann Arbor MI, 2005.
- E.P. Xing, On Topic Evolution. CMU-CALD Technical Report 05-115.
- E.P. Xing, R. Yan and A. G. Hauptmann, Mining Associated Text and Images with Dual-Wing Harmoniums. Uncertainty in Artificial Intelligence, 2005 (UAI2005).