Improving the Robustness of Deep Reading Comprehension Models by Leveraging Syntax Prior. - Bowen Wu 001; Haoyang Huang; Zongsheng Wang; Qihang Feng; Jingsong Yu; Baoxun Wang (MRQA@EMNLP, 2019)

Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks. - Haoyang Huang; Yaobo Liang; Nan Duan; Ming Gong 001; Linjun Shou; Daxin Jiang; Ming Zhou 001 (EMNLP/IJCNLP (1), 2019)

UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation. - Huaishao Luo; Lei Ji 001; Botian Shi; Haoyang Huang; Nan Duan; Tianrui Li 001; Xilin Chen 001; Ming Zhou 001 (CoRR, 2020)

XGPT: Cross-modal Generative Pre-Training for Image Captioning. - Qiaolin Xia; Haoyang Huang; Nan Duan; Dongdong Zhang 001; Lei Ji 001; Zhifang Sui; Edward Cui; Taroon Bharti; Xin Liu; Ming Zhou 001 (CoRR, 2020)

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training. - Minheng Ni; Haoyang Huang; Lin Su; Edward Cui; Taroon Bharti; Lijuan Wang; Jianfeng Gao 001; Dongdong Zhang 001; Nan Duan (CoRR, 2020)

XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders. - Shuming Ma; Jian Yang 030; Haoyang Huang; Zewen Chi; Li Dong 004; Dongdong Zhang 001; Hany Hassan Awadalla; Alexandre Muzio; Akiko Eriguchi; Saksham Singhal; Xia Song; Arul Menezes; et al. (CoRR, 2020)

Hierarchical Context-aware Network for Dense Video Event Captioning. - Lei Ji 001; Xianglin Guo; Haoyang Huang; Xilin Chen 001 (ACL/IJCNLP (1), 2021)

Multilingual Agreement for Multilingual Neural Machine Translation. - Jian Yang 030; Yuwei Yin; Shuming Ma; Haoyang Huang; Dongdong Zhang 001; Zhoujun Li 001; Furu Wei (ACL/IJCNLP (2), 2021)

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training. - Minheng Ni; Haoyang Huang; Lin Su; Edward Cui; Taroon Bharti; Lijuan Wang; Dongdong Zhang 001; Nan Duan (CVPR, 2021)

Improving Multilingual Neural Machine Translation with Auxiliary Source Languages. - Weijia Xu; Yuwei Yin; Shuming Ma; Dongdong Zhang 001; Haoyang Huang (EMNLP (Findings), 2021)

XGPT: Cross-modal Generative Pre-Training for Image Captioning. - Qiaolin Xia; Haoyang Huang; Nan Duan; Dongdong Zhang 001; Lei Ji 001; Zhifang Sui; Edward Cui; Taroon Bharti; Ming Zhou 001 (NLPCC (1), 2021)

Learning to Select Relevant Knowledge for Neural Machine Translation. - Jian Yang 030; Juncheng Wan; Shuming Ma; Haoyang Huang; Dongdong Zhang 001; Yong Yu 001; Zhoujun Li 001; Furu Wei (NLPCC (1), 2021)

Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. - Jian Yang 030; Shuming Ma; Haoyang Huang; Dongdong Zhang 001; Li Dong 004; Shaohan Huang; Alexandre Muzio; Saksham Singhal; Hany Hassan; Xia Song; Furu Wei (WMT@EMNLP, 2021)

BlonD: An Automatic Evaluation Metric for Document-level MachineTranslation. - Yuchen Jiang; Shuming Ma; Dongdong Zhang 001; Jian Yang 030; Haoyang Huang; Ming Zhou 001 (CoRR, 2021)

Asset Trading Strategies Based on LSTM - Bitcoin and Gold as an Example. - Haoyang Huang; Tong Ye (CAIBDA, 2022)

LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation. - Hongcheng Guo; Jiaheng Liu; Haoyang Huang; Jian Yang 030; Zhoujun Li 001; Dongdong Zhang 001; Zheng Cui (EMNLP, 2022)

BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation. - Yuchen Jiang; Tianyu Liu 004; Shuming Ma; Dongdong Zhang 001; Jian Yang 030; Haoyang Huang; Rico Sennrich; Ryan Cotterell; Mrinmaya Sachan; Ming Zhou 001 (NAACL-HLT, 2022)

SMDT: Selective Memory-Augmented Neural Document Translation. - Xu Zhang; Jian Yang 030; Haoyang Huang; Shuming Ma; Dongdong Zhang 001; Jinlong Li; Furu Wei (CoRR, 2022)

NÜWA-LIP: Language Guided Image Inpainting with Defect-free VQGAN. - Minheng Ni; Chenfei Wu; Haoyang Huang; Daxin Jiang; Wangmeng Zuo; Nan Duan (CoRR, 2022)

GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. - Jian Yang 030; Yuwei Yin; Shuming Ma; Haoyang Huang; Dongdong Zhang 001; Furu Wei; Zhoujun Li 001 (CoRR, 2022)

Towards Multilingual Transitivity and Bidirectional Multilingual Agreement for Multilingual Document-level Machine Translation. - Hongyuan Lu; Haoyang Huang; Shuming Ma; Dongdong Zhang 001; Furu Wei; Wai Lam (CoRR, 2022)

LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation. - Hongcheng Guo; Jiaheng Liu; Haoyang Huang; Jian Yang 030; Zhoujun Li 001; Dongdong Zhang 001; Furu Wei (CoRR, 2022)

TRIP: Triangular Document-level Pre-training for Multilingual Language Models. - Hongyuan Lu; Haoyang Huang; Shuming Ma; Dongdong Zhang 001; Wai Lam; Furu Wei (CoRR, 2022)

GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. - Jian Yang 030; Shuming Ma; Li Dong 004; Shaohan Huang; Haoyang Huang; Yuwei Yin; Dongdong Zhang 001; Liqun Yang; Furu Wei; Zhoujun Li 001 (ACL (1), 2023)

HanoiT: Enhancing Context-aware Translation via Selective Context. - Jian Yang 030; Yuwei Yin; Shuming Ma; Liqun Yang; Hongcheng Guo; Haoyang Huang; Dongdong Zhang 001; Yutao Zeng; Zhoujun Li 001; Furu Wei (DASFAA (3), 2023)

Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting. - Haoyang Huang; Tianyi Tang; Dongdong Zhang 001; Xin Zhao 018; Ting Song; Yan Xia 005; Furu Wei (EMNLP (Findings), 2023)

TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets. - Hongyuan Lu; Haoyang Huang; Shuming Ma; Dongdong Zhang 001; Wai Lam; Zhaochuan Gao; Anthony Aue; Arul Menezes; Furu Wei (EMNLP (Findings), 2023)

SHELTER: Extending Arm CCA with Isolation in User Space. - Yiming Zhang 030; Yuxin Hu; Zhenyu Ning; Fengwei Zhang; Xiapu Luo; Haoyang Huang; Shoumeng Yan; Zhengyu He (USENIX Security Symposium, 2023)

Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. - Hongyuan Lu; Haoyang Huang; Dongdong Zhang 001; Haoran Yang; Wai Lam; Furu Wei (CoRR, 2023)

One-stop Training of Multiple Capacity Models. - Lan Jiang; Haoyang Huang; Dongdong Zhang; Rui Jiang; Furu Wei (CoRR, 2023)

Not All Metrics Are Guilty: Improving NLG Evaluation with LLM Paraphrasing. - Tianyi Tang; Hongyuan Lu; Yuchen Eleanor Jiang; Haoyang Huang; Dongdong Zhang 001; Wayne Xin Zhao; Furu Wei (CoRR, 2023)

GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. - Jian Yang 030; Yuwei Yin; Liqun Yang; Shuming Ma; Haoyang Huang; Dongdong Zhang 001; Furu Wei; Zhoujun Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. - Tianyi Tang; Wenyang Luo; Haoyang Huang; Dongdong Zhang 001; Xiaolei Wang 005; Xin Zhao 018; Furu Wei; Ji-Rong Wen (ACL (1), 2024)

Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models. - Liang Zhang; Qin Jin; Haoyang Huang; Dongdong Zhang; Furu Wei (ACL (1), 2024)

Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation. - Hongyuan Lu; Haoyang Huang; Dongdong Zhang 001; Furu Wei; Wai Lam (EACL (Findings), 2024)

Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. - Hongyuan Lu; Haoran Yang; Haoyang Huang; Dongdong Zhang; Wai Lam; Furu Wei (EMNLP, 2024)

Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References. - Tianyi Tang; Hongyuan Lu; Yuchen Jiang; Haoyang Huang; Dongdong Zhang 001; Wayne Xin Zhao; Tom Kocmi; Furu Wei (NAACL-HLT, 2024)

SoK: A Comparison Study of Arm TrustZone and CCA. - Haoyang Huang; Fengwei Zhang; Shoumeng Yan; Tao Wei 002; Zhengyu He (SEED, 2024)

Research and Implementation of Data Enhancement Techniques for Graph Neural Networks. - Jingzhao Gu; Haoyang Huang (CoRR, 2024)

An Asynchronous RISC-V-based SNN Processor with Custom ISA Extensions for Programmable On-Chip Learning. - Xuanyu Zhang; Jilin Zhang; Haoyang Huang; Hong Chen 002 (ASYNC, 2025)

PGDGS: Improving Few-shot 3D Gaussian Splatting with Progressive Gaussian Densification. - Haoyang Huang; Zhe Zhang; Guanhua Wu; Ronggang Wang (ICASSP, 2025)

An Asynchronous RISC-V Processor Utilizing a Chisel-Based Desynchronization Flow. - Haoyang Huang; Jilin Zhang; Dexuan Huo; Qibang Sun; Woogeun Rhee; Hong Chen 002 (ISCAS, 2025)

Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. - Haoran Li; Qingxiu Dong; Zhengyang Tang; Chaojun Wang; Xingxing Zhang 002; Haoyang Huang; Shaohan Huang; Xiaolong Huang; Zeqiang Huang; Dongdong Zhang 001; Yuxian Gu; Xin Cheng 002; et al. (Trans. Mach. Learn. Res., 2025)

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model. - Guoqing Ma; Haoyang Huang; Kun Yan; Liangyu Chen 002; Nan Duan; Shengming Yin; Changyi Wan; Ranchen Ming; Xiaoniu Song; Xing Chen; Yu Zhou 010; Deshan Sun; et al. (CoRR, 2025)

Step-Video-TI2V Technical Report: A State-of-the-Art Text-Driven Image-to-Video Generation Model. - Haoyang Huang; Guoqing Ma; Nan Duan; Xing Chen; Changyi Wan; Ranchen Ming; Tianyu Wang; Bo Wang; Zhiying Lu; Aojie Li; Xianfang Zeng; Xinhao Zhang; et al. (CoRR, 2025)

Generative Pre-trained Autoregressive Diffusion Transformer. - Yuan Zhang; Jiacheng Jiang; Guoqing Ma; Zhiying Lu; Haoyang Huang; Jianlong Yuan; Nan Duan (CoRR, 2025)

STORYANCHORS: Generating Consistent Multi-Scene Story Frames for Long-Form Narratives. - Bo Wang; Haoyang Huang; Zhiying Lu; Fengyuan Liu; Guoqing Ma; Jianlong Yuan; Yuan Zhang; Nan Duan; Daxin Jiang (CoRR, 2025)

Frame-Level Captions for Long Video Generation with Complex Multi Scenes. - Guangcong Zheng; Jianlong Yuan; Bo Wang; Haoyang Huang; Guoqing Ma; Nan Duan (CoRR, 2025)

KAT-V1: Kwai-AutoThink Technical Report. - Zizheng Zhan; Ken Deng; Huaixi Tang; Wen Xiang; Kun Wu; Weihao Li; Wenqiang Zhu; Jingxuan Xu; Lecheng Huang; Zong-Xian Feng; Shaojie Wang; Shangpeng Yan; et al. (CoRR, 2025)

SeamlessFlow: A Trainer Agent Isolation RL Framework Achieving Bubble-Free Pipelines via Tag Scheduling. - Jinghui Wang; Shaojie Wang; Yinghan Cui; Xuxing Chen; Chao Wang; Xiaojiang Zhang; Minglei Zhang; Jiarong Zhang; Wenhao Zhuang; Yuchen Cao; Wankang Bao; Haimo Li; et al. (CoRR, 2025)