| 2025 | EMNLP | Can Large Language Models Translate Unseen Languages in Underrepresented Scripts? | Dianqing Lin, Aruukhan, Hongxu Hou, Shuo Sun, Wei Chen, Yichen Yang, Guodong Shi |
| 2025 | SMC | Best Initialization Vectors: Image Dimensionality Reduction and Linear Feature Analysis. | Yichen Yang, Hongxu Hou, Wei Chen |
| 2024 | IJCNN | Optimizing Mongolian Abstractive Summarization with Semantic Consistency Enhancement. | Yuan Zhao, Hongxu Hou, Jipeng Ma, Shuo Sun, Wei Chen, Guodong Shi |
| 2023 | ICANN | Higher Target Relevance Parallel Machine Translation with Low-Frequency Word Enhancement. | Shuo Sun, Hongxu Hou, Yisong Wang |
| 2023 | IJCNN | Multilingual Pre-training Model-Assisted Contrastive Learning Neural Machine Translation. | Shuo Sun, Hongxu Hou, Zongheng Yang, Yisong Wang |
| 2022 | IJCNN | Multimodal Neural Machine Translation for Mongolian to Chinese. | Weichen Jian, Hongxu Hou, Nier Wu, Shuo Sun, Zongheng Yang, Yisong Wang, Pengcong Wang |
| 2022 | ICTAI | Generating Adversarial Examples for Low-Resource NMT via Multi-Reward Reinforcement Learning. | Shuo Sun, Hongxu Hou, Zongheng Yang, Yisong Wang, Nier Wu |
| 2021 | ICANN | Low-Resource Neural Machine Translation Using XLNet Pre-training Model. | Nier Wu, Hongxu Hou, Ziyue Guo, Wei Zheng |
| 2021 | ICONIP | Low-Resource Neural Machine Translation Using Fast Meta-learning Method. | Nier Wu, Hongxu Hou, Wei Zheng, Shuo Sun |
| 2021 | IJCNN | Semantically Constrained Document-Level Chinese-Mongolian Neural Machine Translation. | Haoran Li, Hongxu Hou, Nier Wu, Xiaoning Jia, Xin Chang |
| 2021 | IJCNN | Low-Resource Neural Machine Translation with Neural Episodic Control. | Nier Wu, Hongxu Hou, Shuo Sun, Wei Zheng |
| 2021 | KSEM | Bayesian Belief Network Model Using Sematic Concept for Expert Finding. | Wei Zheng, Hongxu Hou, Nier Wu, Shuo Sun |
| 2021 | PRICAI | Autoregressive Pre-training Model-Assisted Low-Resource Neural Machine Translation. | Nier Wu, Hongxu Hou, Yatu Ji, Wei Zheng |
| 2020 | ICANN | Neural Machine Translation Based on Improved Actor-Critic Method. | Ziyue Guo, Hongxu Hou, Nier Wu, Shuo Sun |
| 2020 | ICANN | Neural Machine Translation Based on Prioritized Experience Replay. | Shuo Sun, Hongxu Hou, Nier Wu, Ziyue Guo |
| 2020 | ICONIP | Word-Level Error Correction in Non-autoregressive Neural Machine Translation. | Ziyue Guo, Hongxu Hou, Nier Wu, Shuo Sun |
| 2020 | ICONIP | Improving Mongolian-Chinese Machine Translation with Automatic Post-editing. | Shuo Sun, Hongxu Hou, Nier Wu, Ziyue Guo |
| 2019 | ACL | Improving Mongolian-Chinese Neural Machine Translation with Morphological Noise. | Yatu Ji, Hongxu Hou, Junjie Chen, Nier Wu |
| 2019 | ICANN | Exploring the Advantages of Corpus in Neural Machine Translation of Agglutinative Language. | Yatu Ji, Hongxu Hou, Nier Wu, Junjie Chen |
| 2019 | ICONIP | GCNDA: Graph Convolutional Networks with Dual Attention Mechanisms for Aspect Based Sentiment Analysis. | Junjie Chen, Hongxu Hou, Jing Gao, Yatu Ji, Tiangang Bai, Yi Jing |
| 2019 | IJCNN | Graph Convolutional Networks with Structural Attention Model for Aspect Based Sentiment Analysis. | Junjie Chen, Hongxu Hou, Yatu Ji, Jing Gao |
| 2019 | ICTAI | Graph-Based Attention Networks for Aspect Level Sentiment Analysis. | Junjie Chen, Hongxu Hou, Yatu Ji, Jing Gao, Tiangang Bai |
| 2019 | KSEM | RGCN: Recurrent Graph Convolutional Networks for Target-Dependent Sentiment Analysis. | Junjie Chen, Hongxu Hou, Jing Gao, Yatu Ji, Tiangang Bai |
| 2019 | PRICAI | Training with Additional Semantic Constraints for Enhancing Neural Machine Translation. | Yatu Ji, Hongxu Hou, Junjie Chen, Nier Wu |
| 2019 | PRICAI | Noise-Based Adversarial Training for Enhancing Agglutinative Neural Machine Translation. | Yatu Ji, Hongxu Hou, Junjie Chen, Nier Wu |
| 2018 | PDCAT | An Optimized Regularization Method to Enhance Low-Resource MT. | Yatu Ji, Hongxu Hou, Ying Lei, Zhong Ren |
| 2017 | PDCAT | Combining Discrete Lexicon Probabilities with NMT for Low-Resource Mongolian-Chinese Translation. | Jinting Li, Hongxu Hou, Jing Wu, Hongbin Wang, Wenting Fan, Zhong Ren |
| 2017 | PDCAT | Exploring Different Granularity in Mongolian-Chinese Machine Translation Based on CNN. | Hongbin Wang, Hongxu Hou, Jing Wu, Jinting Li, Wenting Fan |
| 2015 | PACLIC | Realignment from Finer-grained Alignment to Coarser-grained Alignment to Enhance Mongolian-Chinese SMT. | Jing Wu, Hongxu Hou, Congjiao Xie |