2. NEC Research Labs America重點項目： Recognition of Human Action and Behavior (REHAB)，2007.9-2008.9。3. 國家自然科學基金(60673009)：信息檢索中基於損失函式最佳化的排序學習研究，2007.1-2009.12。
4. Entity Search Based on Text Mining, 2006.02-2008.6, Sponsored by Microsoft Research Asia
5. Research on Information Leakage Detection Based on Data Mining, 2005.8-2006.4, Sponsored by Hitachi Software
Co.
6. Research on Feasibility of Content Leakage Detection, 2006.7-2006.9, Sponsored by Hitachi Software Co.
撰寫論文、專著、教材等： (1) Jie Liu, Kai Yu, Yi Zhang, Yalou Huang, Training Conditional Random Fields Using Transfer Learning for Gesture Recognition. IEEE International Conference on Data Mining (ICDM 2010) , Sydney, 2010.
(2) Min Lu, Maoqiang Xie, Jie Liu, Yalou Huang, Cost-sensitive Listwise Ranking Approach, The 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2010.7.
(4) Jie Liu, Yang Wang, Dong Li, Yalou Huang. An Efficient Ranking SVM based on the Transitivity of Partial Order. In Proceedings of the 8th International Conference on Machine Learning and Cybernetics (ICMLC 2009). Baoding, China. July, 2009.
(5) Jie Liu, Kai Yu, Yi Zhang, Yalou Huang, Feature Learning for Conditional Random Fields and its Application to Gesture Recognition. Technical Report UCSC-SOE-08-18, University of California, Santa Cruz, 2008.
(6) Jie Liu, Jiuqing Song, Yalou Huang, A Generative/Discriminative Hybrid Model: Bayes Perceptron Classifier. International Conference on Machine Learning and Cybernetics (ICMLC 2007) , Hongkong.
(10) Yang Wang, Yalou Huang, Maoqiang Xie, Jie Liu, Min Lu, Zhen Liao. A Query-Level Active Sampling Approach for Learning to Rank. In Proceedings of the 8th International Conference on Machine Learning and Cybernetics (ICMLC 2009). Baoding, China. July, 2009.
(11) Zhen Liao, Yalou Huang, Maoqiang Xie, Jie Liu, Yang Wang, Min Lu. Ranking Query Influnce Weighting for Document Retrieval. In Proceedings of the 8th International Conference on Machine Learning and Cybernetics (ICMLC 2009). Baoding, China. July, 2009.
