Selected Publications (more)

[4] Feng Niu, Ce Zhang, Christopher Re, Jude Shavlik. Felix: Scaling Inference for Markov Logic with an Operator-based Approach. In Submission. [full version]

[3] Bin Cui, Ce Zhang, Gao Cong. Content-enriched Classifier for Web Video Classification. In SIGIR 2010.

[2] Bin Cui, Anthony Tung, Ce Zhang, Zhe Zhao. Multiple Feature Fusion for Social Media Applications. In SIGMOD 2010.

[1] Ce Zhang, Bin Cui, Gao Cong, Yu-jing Wang. A Revisit of Query Expansion with Different Semantic Levels. In DASFAA 2009.

Highlight Systems (more)

Felix: Felix introduces an operator-based perspecitve into the inference of Markov Logic, which is inspired by the classic textbook RDBMS. This idea allows Felix achieve significant wins on both quality and performance compared with state-of-the-art MLN engine. Felix highlights a compilier, an optimizer, and a parallelized executor. Felix is a joint work with Feng Niu, Christopher Re and Jude Shavlik. [Available Online!]