[Projects,Award and Patent]

[Projects]

1. Natural Science Foundation of China: Big Data Mining and Analysis of Civil Aviation Passengers Based on Potential Trip Topic Model

2. Natural Science Foundation of China: Research on Structural Prediction Model Based on Deep Learning

3. Science and Technology Support Program of Tianjin: Power Big Data Analysis and Demonstration Application for Smart City

4. Natural Science Foundation of China: Research on Sequencing Learning Based on Loss Function Optimization in Information Retrieval

5. Natural Science Foundation of Tianjin: Social Topic Analysis Based on Deep Semantic Learning

6. Science and Technology Support Program of Tianjin: Real-time Detection and In-depth Analysis of Various Types of Big Data

7. Science and Technology Innovation Foundation of Nankai University: Research on Key Problems of Multi-task Feature Learning in Action Recognition

8. Collaborative Project with Baidu Co.: Search Engine Query Log Mining Based on Short Text Clustering

9. NEC American Institute: Recognition of Human Action and Behavior (REHAB)

10. Microsoft Research Asia: Entity Search Based on Text Mining

11. HitachiSoft: Research on Information Leakage Detection Based on Data Mining

[Software Copyright and Patents]

1. English Acronym Search System Based on Conditional Random Field V1.0. Copyright of Computer Software. 0614686

2. Vehicle detection and Tracking System Based on Parking Lot Video Surveillance 1.0. Copyright of Computer Software. 0496699

3. PDF Book Catalogue Automatic Extraction System 1.0. Copyright of Computer Software. 0496657

4. An Extended Acronym Interpretation Recognition Method Based on Conditional Random Field. State Intellectual Property Office of the People's Republic of China. 201210404108.8. Patent for Invention

5. A Gesture Recognition Algorithm Based on Conditional Random Field under Transfer Learning Framework. State Intellectual Property Office of the People's Republic of China. 201210404068.7. Patent for Invention

6. A Hybrid Automatic Extraction Algorithm for PDF Book Catalogue. State Intellectual Property Office of the People's Republic of China. 201210404052.6. Patent for Invention

[Awards]

2017 CCF Big Data & Computing Intelligence Contest, first prize, CCF outstanding prize, Excellent Instructor Award

2017 China Collegiate Computing Contest- Mobile Application Innovation Contest, first prize, Excellent Instructor Award

2012 Microsoft Research Asia, Star Track

NLPCC 2016 Best paper award           

ICMLC 2015 Best paper award

NLPCC 2015 Sentiment Analysis, first place

ICDAR 2013 Competition, second place internationally

Nankai University Undergraduate Enrollment Publicity, second prize

[Publications and Books]

Jie Liu*, Zhicheng He, and Yalou Huang. Hashtag2Vec: Learning Hashtag Representation with Relational Hierarchical Embedding Model. IJCAI 2018. (CCF-A)

Jie Liu*, Zhicheng He, Lai Wei, and Yalou Huang.  Content to Node: Self-translation Network Embedding. In the 24th ACM SIGKDD 2018. (C CCF-A)

Jie Liu*, Bin Liu, Yanchi Liu, Huipeng Chen, Lina Feng, Hui Xiong, and Yalou Huang. Personalized Air Travel Prediction: A Multi-factor Perspective. In ACM Transactions on Intelligent Systems and Technology (TIST)

Jie Liu, Caihua Liu, Yalou Huang: Multi-granularity sequence labeling model for acronym expansion identification. Inf. Sci. 378: 462-474 (2017)(JCR Q1)

Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma: Topic Aware Neural Response Generation. AAAI 2017: 3351-3357(CCF-A)

Caihua Liu, Jie Liu, Zhicheng He, Yujia Zhai, Qinghua Hu, Yalou Huang: Convolutional neural random fields for action recognition. Pattern Recognition 59: 213-224 (2016)

Yuan Wang, Jie Liu, Yalou Huang, Xia Feng: Using Hashtag Graph-Based Topic Model to Connect Semantically-Related Words Without Co-Occurrence in Microblogs. IEEE TKDE. 28(7): 1919-1933 (2016)

Chen Xing, Yuan Wang, Jie Liu, Yalou Huang, Wei-Ying Ma: Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter. AAAI 2016: 2666-2672(v)

Jiajun Chen, Jimeng Chen, Jie Liu, Yalou Huang. PSCAN：a parallel structural clustering algorithm for networks, ICMLC 2013(Best Student Paper)

Caihua Liu, Jie Liu, Yalou Huang, Handwritten Words Recognition with Sequential Convolutional Neural Network, ICMLC 2013

Yuan Wang, Liu Jie, Jimeng Chen, Yalou Huang. Finding Similar Queries Based on Query Representation Analysis. World Wide Web Journal(WWWJ), 2013. (SCI)

Jimeng Chen, Yuan Wang, Jie Liu, and Yalou Huang. Modeling Semantic and Behavioral Relations for Query Suggestion. In WAIM 2013. 

Jie Liu, Jimeng Chen, Yi Zhang, Yalou Huang: Learning conditional random fields with latent sparse features for acronym expansion finding. CIKM 2011: 867-872

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.

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.

Yang Wang, Yalou Huang, Maoqiang Xie, Jie Liu, Min Lu, Zhen Liao. A Multiple Query Dependent Ranking SVM Aggregation Algorithm. Journal of Computer Research and Development, Vol.47.

[Courses]

Machine Learning

Big Data Computing and Application 

Natural Language Processing (graduate)

Object-Oriented Programming

[Memberships]

[Academic Service]

l Member of International Conference Procedure Committee (PC Member):

KDD

SIGIR

AAAI

IJCAI

PAKDD

CCF Big Data

l Journal Reviewer:

Neural Networks

TPAMI

TKDE

TKDD

[Society Activities]

CCF Natural Language Processing Committee member

CCF Youth Committee of Chinese Information Society member

CAAI Machine Learning Committee member