METIC: Multi-Instance Entity Typing from Corpus. - Bo Xu 023; Zheng Luo; Luyang Huang; Bin Liang; Yanghua Xiao; Deqing Yang; Wei Wang 009 (CIKM, 2018)

An Entity-Driven Framework for Abstractive Summarization. - Eva Sharma; Luyang Huang; Zhe Hu; Lu Wang 008 (EMNLP/IJCNLP (1), 2019)

Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward. - Luyang Huang; Lingfei Wu 001; Lu Wang 008 (ACL, 2020)

Efficient Attentions for Long Document Summarization. - Luyang Huang; Shuyang Cao; Nikolaus Nova Parulian; Heng Ji 001; Lu Wang 008 (NAACL-HLT, 2021)

DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training. - Luyang Huang; Guocheng Niu; Jiachen Liu; Xinyan Xiao; Hua Wu 003 (ACL (Findings), 2022)

BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation. - Liyan Kang; Luyang Huang; Ningxin Peng; Peihao Zhu 002; Zewei Sun; Shanbo Cheng; Mingxuan Wang; Degen Huang; Jinsong Su (ACL (Findings), 2023)

Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation. - Yaoming Zhu; Zewei Sun; Shanbo Cheng; Luyang Huang; Liwei Wu; Mingxuan Wang (ACL (Findings), 2023)

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 (ACL (1), 2024)

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 (ACL (1), 2024)

Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters. - Shanbo Cheng; Yu Bao; Qian Cao; Luyang Huang; Liyan Kang; Zhicheng Liu; Yu Lu; Wenhao Zhu; Jingwen Chen; Zhichao Huang 002; Tao Li; Yifu Li; et al. (CoRR, 2025)