| 2021 | IJCNN | Learning Multi-Graph Neural Network for Data-Driven Job Skill Prediction. | Liting Liu, Wenzheng Zhang, Jie Liu, Wenxuan Shi, Yalou Huang |
| 2021 | IJCNN | Interpretable Charge Prediction for Legal Cases based on Interdependent Legal Information. | Liting Liu, Wenzheng Zhang, Jie Liu, Wenxuan Shi, Yalou Huang |
| 2021 | PAKDD | A Hierarchical Structure-Aware Embedding Method for Predicting Phenotype-Gene Associations. | Lin Wang, MingMing Liu, WenQian He, Xu Jin, Maoqiang Xie, Yalou Huang |
| 2020 | ACL | Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting Generation. | Liting Liu, Jie Liu, Wenzheng Zhang, Ziming Chi, Wenxuan Shi, Yalou Huang |
| 2019 | KDD | Learning Network-to-Network Model for Content-rich Network Embedding. | Zhicheng He, Jie Liu, Na Li, Yalou Huang |
| 2019 | PAKDD | Heterogeneous Item Recommendation for the Air Travel Industry. | Zhicheng He, Jie Liu, Guanghui Xu, Yalou Huang |
| 2018 | AAAI | Hierarchical Recurrent Attention Network for Response Generation. | Chen Xing, Yu Wu, Wei Wu, Yalou Huang, Ming Zhou |
| 2018 | IJCAI | Hashtag2Vec: Learning Hashtag Representation with Relational Hierarchical Embedding Model. | Jie Liu, Zhicheng He, Yalou Huang |
| 2018 | KDD | Content to Node: Self-Translation Network Embedding. | Jie Liu, Zhicheng He, Lai Wei, Yalou Huang |
| 2018 | PAKDD | IDLP: A Novel Label Propagation Framework for Disease Gene Prioritization. | Yaogong Zhang, Yuan Wang, Jiahui Liu, Xiaohu Liu, Yuxiang Hong, Xin Fan, Yalou Huang |
| 2017 | AAAI | Topic Aware Neural Response Generation. | Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma |
| 2017 | ISCC | Weighted Graph Constraint and Group Centric Non-negative Matrix Factorization for gene-phenotype association prediction. | Yaogong Zhang, Yuan Wang, Jiahui Liu, Yalou Huang, Maoqiang Xie |
| 2016 | AAAI | Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter. | Chen Xing, Yuan Wang, Jie Liu, Yalou Huang, Wei-Ying Ma |
| 2015 | CIKM | Modeling Parameter Interactions in Ranking SVM. | Yaogong Zhang, Jun Xu, Yanyan Lan, Jiafeng Guo, Maoqiang Xie, Yalou Huang, Xueqi Cheng |
| 2015 | ICMLC | Fine-grained acronym expansion identification using latent-state neural structured prediction model. | Jie Liu, Caihua Liu, Qinghua Hu, Yalou Huang |
| 2014 | APWEB | What to Tag Your Microblog: Hashtag Recommendation Based on Topic Analysis and Collaborative Filtering. | Yuan Wang, Jishi Qu, Jie Liu, Jimeng Chen, Yalou Huang |
| 2014 | ICDM | Hashtag Graph Based Topic Model for Tweet Mining. | Yuan Wang, Jie Liu, Jishi Qu, Yalou Huang, Jimeng Chen, Xia Feng |
| 2013 | ICMLC | Handwritten character recognition with sequential convolutional neural network. | Caihua Liu, Jie Liu, Fang Yu, Yalou Huang, Jimeng Chen |
| 2012 | WWW | Evaluating the effectiveness of search task trails. | Zhen Liao, Yang Song, Li-wei He, Yalou Huang |
| 2011 | CIDM | Multiple query-dependent RankSVM aggregation for document retrieval. | Yang Wang, Min Lu, Xiaodong Pang, Maoqiang Xie, Yalou Huang |
| 2011 | CIKM | Learning conditional random fields with latent sparse features for acronym expansion finding. | Jie Liu, Jimeng Chen, Yi Zhang, Yalou Huang |
| 2011 | ICMLC | Efficient top-k support documents for expert search using relationship in a social network. | Jimeng Chen, Jie Liu, Yalou Huang, Min Lu |
| 2011 | ICMLC | Semi-supervised training for conditional random fields with pseudo auxiliary task. | Jie Liu, Yalou Huang |
| 2011 | WWW | Cooperative anti-spam system based on multilayer agents. | Wenxuan Shi, Maoqiang Xie, Yalou Huang |
| 2010 | ICDM | Training Conditional Random Fields Using Transfer Learning for Gesture Recognition. | Jie Liu, Kai Yu, Yi Zhang, Yalou Huang |
| 2010 | IROS | A cooperative approach for multi-robot area exploration. | Jing Yuan, Yalou Huang, Tong Tao, Fengchi Sun |
| 2010 | PAKDD | Cost-Sensitive Listwise Ranking Approach. | Min Lu, Maoqiang Xie, Yang Wang, Jie Liu, Yalou Huang |
| 2009 | ICRA | Active exploration using scheme of autonomous distribution for landmarks. | Jing Yuan, Yalou Huang, Fengchi Sun, Tong Tao |
| 2008 | ADMA | Boosting over Groups and Its Application to Acronym-Expansion Extraction. | Weijian Ni, Yalou Huang, Dong Li, Yang Wang |
| 2008 | CIKM | Group-based learning: a boosting approach. | Weijian Ni, Jun Xu, Hang Li, Yalou Huang |
| 2007 | ECIR | Searching Documents Based on Relevance and Type. | Jun Xu, Yunbo Cao, Hang Li, Nick Craswell, Yalou Huang |
| 2007 | EMNLP | Low-Quality Product Review Detection in Opinion Summarization. | Jingjing Liu, Yunbo Cao, Chin-Yew Lin, Yalou Huang, Ming Zhou |
| 2006 | IROS | Path Following Control for Tractor-Trailer Mobile Robots with Two Kinds of Connection Structures. | Jing Yuan, Yalou Huang |
| 2006 | IROS | Optimization Design for Connection Relation of Tractor-Trailer Mobile Robot with Variable Structure. | Jing Yuan, Yalou Huang, Fengchi Sun, Yewei Kang |
| 2006 | SIGIR | Adapting ranking SVM to document retrieval. | Yunbo Cao, Jun Xu, Tie-Yan Liu, Hang Li, Yalou Huang, Hsiao-Wuen Hon |
| 1993 | IROS | Force analysis and hybrid control scheme for multiple robot manipulators. | Yalou Huang, Guizhang Lu |