| 2026 | ACL | MAKI: Multi-layer Aligned Knowledge Injection for Structure-aware Knowledge Graph Completion with Large Language Models. | Zhiwen Xie, Xin Wang, Guangyou Zhou, Derek F. Wong |
| 2025 | SIGIR | AdaRPT: An Adaptive Rule Pattern Transfer Model for Fully Inductive Knowledge Graph Reasoning. | Zhiwen Xie, Zhuo Zhao, Jinjin Ma, Guangyou Zhou, Jimmy Xiangji Huang |
| 2024 | DASFAA | Heterogeneous Hypergraph Polynomial Learning for Herb Recommendation. | Yao Xiao, Jin Liu, Guangyou Zhou |
| 2024 | ICASSP | Theme-Enhanced Hard Negative Sample Mining for Open-Domain Question Answering. | Fulu Li, Zhiwen Xie, Guangyou Zhou |
| 2024 | SIGIR | MTMS: Multi-teacher Multi-stage Knowledge Distillation for Reasoning-Based Machine Reading Comprehension. | Zhuo Zhao, Zhiwen Xie, Guangyou Zhou, Jimmy Xiangji Huang |
| 2023 | ACL | Learning Query Adaptive Anchor Representation for Inductive Relation Prediction. | Zhiwen Xie, Yi Zhang, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang |
| 2020 | ACL | ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding. | Zhiwen Xie, Guangyou Zhou, Jin Liu, Jimmy Xiangji Huang |
| 2020 | COLING | A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment. | Zhiwen Xie, Runjie Zhu, Kunsong Zhao, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang |
| 2016 | ACL | Bi-Transferring Deep Neural Networks for Domain Adaptation. | Guangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang, Tingting He |
| 2015 | ACL | Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering. | Guangyou Zhou, Tingting He, Jun Zhao, Po Hu |
| 2015 | IJCAI | A Subspace Learning Framework for Cross-Lingual Sentiment Classification with Partial Parallel Data. | Guangyou Zhou, Tingting He, Jun Zhao, Wensheng Wu |
| 2015 | IJCAI | Linking Heterogeneous Input Features with Pivots for Domain Adaptation. | Guangyou Zhou, Tingting He, Wensheng Wu, Xiaohua Tony Hu |
| 2014 | COLING | Relation Classification via Convolutional Deep Neural Network. | Daojian Zeng, Kang Liu, Siwei Lai, Guangyou Zhou, Jun Zhao |
| 2014 | COLING | Sentiment Classification with Graph Co-Regularization. | Guangyou Zhou, Jun Zhao, Daojian Zeng |
| 2014 | COLING | Group Non-negative Matrix Factorization with Natural Categories for Question Retrieval in Community Question Answer Archives. | Guangyou Zhou, Yubo Chen, Daojian Zeng, Jun Zhao |
| 2013 | ACL | Statistical Machine Translation Improves Question Retrieval in Community Question Answering via Matrix Factorization. | Guangyou Zhou, Fang Liu, Yang Liu, Shizhu He, Jun Zhao |
| 2013 | ACL | Joint Inference for Heterogeneous Dependency Parsing. | Guangyou Zhou, Jun Zhao |
| 2013 | CIKM | Towards faster and better retrieval models for question search. | Guangyou Zhou, Yubo Chen, Daojian Zeng, Jun Zhao |
| 2013 | IJCAI | Improving Question Retrieval in Community Question Answering Using World Knowledge. | Guangyou Zhou, Yang Liu, Fang Liu, Daojian Zeng, Jun Zhao |
| 2013 | IJCNLP | Attribute Relation Extraction from Template-inconsistent Semi-structured Text by Leveraging Site-level Knowledge. | Yang Liu, Fang Liu, Siwei Lai, Kang Liu, Guangyou Zhou, Jun Zhao |
| 2012 | CIKM | Exploring the existing category hierarchy to automatically label the newly-arising topics in cQA. | Guangyou Zhou, Li Cai, Kang Liu, Jun Zhao |
| 2012 | CIKM | Topic-sensitive probabilistic model for expert finding in question answer communities. | Guangyou Zhou, Siwei Lai, Kang Liu, Jun Zhao |
| 2012 | CIKM | Joint relevance and answer quality learning for question routing in community QA. | Guangyou Zhou, Kang Liu, Jun Zhao |
| 2012 | COLING | Exploiting Bilingual Translation for Question Retrieval in Community-Based Question Answering. | Guangyou Zhou, Kang Liu, Jun Zhao |
| 2011 | ACL | Phrase-Based Translation Model for Question Retrieval in Community Question Answer Archives. | Guangyou Zhou, Li Cai, Jun Zhao, Kang Liu |
| 2011 | ACL | Exploiting Web-Derived Selectional Preference to Improve Statistical Dependency Parsing. | Guangyou Zhou, Jun Zhao, Kang Liu, Li Cai |
| 2011 | CIKM | Large-scale question classification in cQA by leveraging Wikipedia semantic knowledge. | Li Cai, Guangyou Zhou, Kang Liu, Jun Zhao |
| 2011 | IJCNLP | Learning the Latent Topics for Question Retrieval in Community QA. | Li Cai, Guangyou Zhou, Kang Liu, Jun Zhao |
| 2011 | IJCNLP | Improving Dependency Parsing with Fined-Grained Features. | Guangyou Zhou, Li Cai, Kang Liu, Jun Zhao |