| 2024 | ACL | Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs. | Zhiwei Cao, Qian Cao, Yu Lu, Ningxin Peng, Luyang Huang, Shanbo Cheng, Jinsong Su |
| 2024 | ACL | G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation. | Xingyuan Pan, Luyang Huang, Liyan Kang, Zhicheng Liu, Yu Lu, Shanbo Cheng |
| 2023 | ACL | BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation. | Liyan Kang, Luyang Huang, Ningxin Peng, Peihao Zhu, Zewei Sun, Shanbo Cheng, Mingxuan Wang, Degen Huang, Jinsong Su |
| 2023 | ACL | Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation. | Yaoming Zhu, Zewei Sun, Shanbo Cheng, Luyang Huang, Liwei Wu, Mingxuan Wang |
| 2022 | ACL | DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training. | Luyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu |
| 2021 | NAACL | Efficient Attentions for Long Document Summarization. | Luyang Huang, Shuyang Cao, Nikolaus Nova Parulian, Heng Ji, Lu Wang |
| 2020 | ACL | Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward. | Luyang Huang, Lingfei Wu, Lu Wang |
| 2019 | EMNLP | An Entity-Driven Framework for Abstractive Summarization. | Eva Sharma, Luyang Huang, Zhe Hu, Lu Wang |
| 2018 | CIKM | METIC: Multi-Instance Entity Typing from Corpus. | Bo Xu, Zheng Luo, Luyang Huang, Bin Liang, Yanghua Xiao, Deqing Yang, Wei Wang |