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Journal Articles
- 2025
[j3]Yitong Fan, Haoyang Huang, Wei Dai, Yongjia Zheng, Ding Tang, Yinghong Peng:
Online defect detection method for resistance spot welding based on multi-source information fusion network. Eng. Appl. Artif. Intell. 160: 111956 (2025)- [j2]Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei:
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. Trans. Mach. Learn. Res. 2025 (2025) - 2023
- [j1]Jian Yang
, Yuwei Yin, Liqun Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Furu Wei, Zhoujun Li:
GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1489-1498 (2023)
Conference and Workshop Papers
- 2025
- [c26]Xuanyu Zhang, Jilin Zhang, Haoyang Huang, Hong Chen:
An Asynchronous RISC-V-based SNN Processor with Custom ISA Extensions for Programmable On-Chip Learning. ASYNC 2025: 1-8 - [c25]Haoyang Huang, Zhe Zhang, Guanhua Wu, Ronggang Wang:
PGDGS: Improving Few-shot 3D Gaussian Splatting with Progressive Gaussian Densification. ICASSP 2025: 1-5 - [c24]Haoyang Huang, Jilin Zhang, Dexuan Huo, Qibang Sun, Woogeun Rhee, Hong Chen:
An Asynchronous RISC-V Processor Utilizing a Chisel-Based Desynchronization Flow. ISCAS 2025: 1-5 - 2024
- [c23]Liang Zhang, Qin Jin, Haoyang Huang, Dongdong Zhang, Furu Wei:
Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models. ACL (1) 2024: 4177-4192 - [c22]Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen:
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. ACL (1) 2024: 5701-5715 - [c21]Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Furu Wei, Wai Lam:
Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation. EACL (Findings) 2024: 264-275 - [c20]Hongyuan Lu, Haoran Yang, Haoyang Huang, Dongdong Zhang, Wai Lam, Furu Wei:
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. EMNLP 2024: 958-976 - [c19]Tianyi Tang, Hongyuan Lu, Yuchen Jiang, Haoyang Huang, Dongdong Zhang, Wayne Xin Zhao, Tom Kocmi, Furu Wei:
Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References. NAACL-HLT 2024: 6596-6610 - [c18]Haoyang Huang, Fengwei Zhang, Shoumeng Yan, Tao Wei, Zhengyu He:
SoK: A Comparison Study of Arm TrustZone and CCA. SEED 2024: 107-118 - 2023
- [c17]Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Furu Wei, Zhoujun Li:
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. ACL (1) 2023: 9394-9412 - [c16]Jian Yang, Yuwei Yin, Shuming Ma, Liqun Yang, Hongcheng Guo, Haoyang Huang, Dongdong Zhang, Yutao Zeng, Zhoujun Li, Furu Wei:
HanoiT: Enhancing Context-aware Translation via Selective Context. DASFAA (3) 2023: 471-486 - [c15]Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Zhaochuan Gao, Anthony Aue, Arul Menezes, Furu Wei:
TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets. EMNLP (Findings) 2023: 7845-7858 - [c14]Haoyang Huang, Tianyi Tang, Dongdong Zhang, Xin Zhao, Ting Song, Yan Xia, Furu Wei:
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting. EMNLP (Findings) 2023: 12365-12394 - [c13]Yiming Zhang, Yuxin Hu, Zhenyu Ning, Fengwei Zhang, Xiapu Luo, Haoyang Huang, Shoumeng Yan, Zhengyu He:
SHELTER: Extending Arm CCA with Isolation in User Space. USENIX Security Symposium 2023: 6257-6274 - 2022
- [c12]Haoyang Huang, Tong Ye:
Asset Trading Strategies Based on LSTM - Bitcoin and Gold as an Example. CAIBDA 2022: 1-6 - [c11]Hongcheng Guo, Jiaheng Liu, Haoyang Huang, Jian Yang, Zhoujun Li, Dongdong Zhang, Zheng Cui:
LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation. EMNLP 2022: 2862-2872 - [c10]Yuchen Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Rico Sennrich, Ryan Cotterell, Mrinmaya Sachan, Ming Zhou:
BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation. NAACL-HLT 2022: 1550-1565 - 2021
- [c9]Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Zhoujun Li, Furu Wei:
Multilingual Agreement for Multilingual Neural Machine Translation. ACL/IJCNLP (2) 2021: 233-239 - [c8]Lei Ji, Xianglin Guo, Haoyang Huang, Xilin Chen:
Hierarchical Context-aware Network for Dense Video Event Captioning. ACL/IJCNLP (1) 2021: 2004-2013 - [c7]Minheng Ni, Haoyang Huang, Lin Su, Edward Cui, Taroon Bharti, Lijuan Wang, Dongdong Zhang, Nan Duan:
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training. CVPR 2021: 3977-3986 - [c6]Weijia Xu, Yuwei Yin, Shuming Ma, Dongdong Zhang, Haoyang Huang:
Improving Multilingual Neural Machine Translation with Auxiliary Source Languages. EMNLP (Findings) 2021: 3029-3041 - [c5]Jian Yang, Juncheng Wan, Shuming Ma, Haoyang Huang, Dongdong Zhang, Yong Yu, Zhoujun Li, Furu Wei:
Learning to Select Relevant Knowledge for Neural Machine Translation. NLPCC (1) 2021: 79-91 - [c4]Qiaolin Xia, Haoyang Huang, Nan Duan, Dongdong Zhang, Lei Ji, Zhifang Sui, Edward Cui, Taroon Bharti, Ming Zhou:
XGPT: Cross-modal Generative Pre-Training for Image Captioning. NLPCC (1) 2021: 786-797 - [c3]Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan, Xia Song, Furu Wei:
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. WMT@EMNLP 2021: 446-455 - 2019
- [c2]Bowen Wu, Haoyang Huang, Zongsheng Wang, Qihang Feng, Jingsong Yu, Baoxun Wang:
Improving the Robustness of Deep Reading Comprehension Models by Leveraging Syntax Prior. MRQA@EMNLP 2019: 53-57 - [c1]Haoyang Huang, Yaobo Liang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Ming Zhou:
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks. EMNLP/IJCNLP (1) 2019: 2485-2494
Informal and Other Publications
- 2025
- [i31]Guoqing Ma, Haoyang Huang, Kun Yan, Liangyu Chen, Nan Duan, Shengming Yin, Changyi Wan, Ranchen Ming, Xiaoniu Song, Xing Chen, Yu Zhou, Deshan Sun, Deyu Zhou, Jian Zhou, Kaijun Tan, Kang An, Mei Chen, Wei Ji, Qiling Wu, Wen Sun, Xin Han, Yanan Wei, Zheng Ge, Aojie Li, Bin Wang, Bizhu Huang, Bo Wang, Brian Li, Changxing Miao, Chen Xu, Chenfei Wu, Chenguang Yu, Dapeng Shi, Dingyuan Hu, Enle Liu, Gang Yu, Ge Yang, Guanzhe Huang, Gulin Yan, Haiyang Feng, Hao Nie, Haonan Jia, Hanpeng Hu, Hanqi Chen, Haolong Yan, Heng Wang, Hongcheng Guo, Huilin Xiong, Huixin Xiong, Jiahao Gong, Jianchang Wu, Jiaoren Wu, Jie Wu, Jie Yang, Jiashuai Liu, Jiashuo Li, Jingyang Zhang, Junjing Guo, Junzhe Lin, Kaixiang Li, Lei Liu, Lei Xia, Liang Zhao, Liguo Tan, Liwen Huang, Liying Shi, Ming Li, Mingliang Li, Muhua Cheng, Na Wang, Qiaohui Chen, Qinglin He, Qiuyan Liang, Quan Sun, Ran Sun, Rui Wang, Shaoliang Pang, Shiliang Yang, Sitong Liu, Siqi Liu, Shuli Gao, Tiancheng Cao, Tianyu Wang, Weipeng Ming, Wenqing He, Xu Zhao, Xuelin Zhang, Xianfang Zeng, Xiaojia Liu, Xuan Yang, Yaqi Dai, Yanbo Yu, Yang Li, Yineng Deng, Yingming Wang, Yilei Wang, Yuanwei Lu, Yu Chen, Yu Luo, Yuchu Luo:
Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model. CoRR abs/2502.10248 (2025) - [i30]Haoyang Huang, Guoqing Ma, Nan Duan, Xing Chen, Changyi Wan, Ranchen Ming, Tianyu Wang, Bo Wang, Zhiying Lu, Aojie Li, Xianfang Zeng, Xinhao Zhang, Ganggang Yu, Yuhe Yin, Qiling Wu, Wen Sun, Kang An, Xin Han, Deshan Sun, Wei Ji, Bizhu Huang, Brian Li, Chenfei Wu, Guanzhe Huang, Huixin Xiong, Jiaxin He, Jianchang Wu, Jianlong Yuan, Jie Wu, Jiashuai Liu, Junjing Guo, Kaijun Tan, Liangyu Chen, Qiaohui Chen, Ran Sun, Shanshan Yuan, Shengming Yin, Sitong Liu, Wei Chen, Yaqi Dai, Yuchu Luo, Zheng Ge, Zhisheng Guan, Xiaoniu Song, Yu Zhou, Binxing Jiao, Jiansheng Chen, Jing Li, Shuchang Zhou, Xiangyu Zhang, Yi Xiu, Yibo Zhu, Heung-Yeung Shum, Daxin Jiang:
Step-Video-TI2V Technical Report: A State-of-the-Art Text-Driven Image-to-Video Generation Model. CoRR abs/2503.11251 (2025) - [i29]Yuan Zhang, Jiacheng Jiang, Guoqing Ma, Zhiying Lu, Haoyang Huang, Jianlong Yuan, Nan Duan:
Generative Pre-trained Autoregressive Diffusion Transformer. CoRR abs/2505.07344 (2025) - [i28]Bo Wang, Haoyang Huang, Zhiying Lu, Fengyuan Liu, Guoqing Ma, Jianlong Yuan, Yuan Zhang, Nan Duan, Daxin Jiang:
STORYANCHORS: Generating Consistent Multi-Scene Story Frames for Long-Form Narratives. CoRR abs/2505.08350 (2025) - [i27]Guangcong Zheng, Jianlong Yuan, Bo Wang, Haoyang Huang, Guoqing Ma, Nan Duan:
Frame-Level Captions for Long Video Generation with Complex Multi Scenes. CoRR abs/2505.20827 (2025) - [i26]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, Xuxing Chen, Jiaheng Liu, Zhongyuan Peng, Zuchen Gao, Haoyang Huang, Xiaojiang Zhang, Jinghui Wang, Zheng Lin, Mengtong Li, Huiming Wang, Ziqi Zhan, Yanan Wu, Yuanxing Zhang, Jian Yang, Guang Chen, Haotian Zhang, Bin Chen, Bing Yu:
KAT-V1: Kwai-AutoThink Technical Report. CoRR abs/2507.08297 (2025) - [i25]Jinghui Wang, Shaojie Wang, Yinghan Cui, Xuxing Chen, Chao Wang, Xiaojiang Zhang, Minglei Zhang, Jiarong Zhang, Wenhao Zhuang, Yuchen Cao, Wankang Bao, Haimo Li, Zheng Lin, Huiming Wang, Haoyang Huang, Zong-Xian Feng, Zizheng Zhan, Ken Deng, Wen Xiang, Huaixi Tang, Kun Wu, Mengtong Li, Mengfei Xie, Junyi Peng, Haotian Zhang, Bin Chen, Bing Yu:
SeamlessFlow: A Trainer Agent Isolation RL Framework Achieving Bubble-Free Pipelines via Tag Scheduling. CoRR abs/2508.11553 (2025) - [i24]Ken Deng, Zizheng Zhan, Wen Xiang, Wenqiang Zhu, Tianhao Peng, Xinping Lei, Weihao Li, Jingxuan Xu, Kun Wu, Yifan Yao, Haoyang Huang, Huaixi Tang, Kepeng Lei, Zhiyi Lai, Songwei Yu, Zong-Xian Feng, Zuchen Gao, Weihao Xie, Chenchen Zhang, Yanan Wu, Yuanxing Zhang, Lecheng Huang, Yuqun Zhang, Jie Liu, Zhaoxiang Zhang, Haotian Zhang, Bin Chen, Jiaheng Liu:
HiPO: Hybrid Policy Optimization for Dynamic Reasoning in LLMs. CoRR abs/2509.23967 (2025) - [i23]Zizheng Zhan, Ken Deng, Jinghui Wang, Xiaojiang Zhang, Huaixi Tang, Minglei Zhang, Zhiyi Lai, Haoyang Huang, Wen Xiang, Kun Wu, Wenhao Zhuang, Shaojie Wang, Shangpeng Yan, Kepeng Lei, Zong-Xian Feng, Huiming Wang, Zheng Lin, Mengtong Li, Mengfei Xie, Yinghan Cui, Xuxing Chen, Chao Wang, Weihao Li, Wenqiang Zhu, Jiarong Zhang, Jingxuan Xu, Songwei Yu, Yifan Yao, Xinping Lei, C. Zhang, Han Li, Junqi Xiong, Zuchen Gao, Dailin Li, Haimo Li, Jiaheng Liu, Yuqun Zhang, Junyi Peng, Haotian Zhang, Bin Chen:
KAT-Coder Technical Report. CoRR abs/2510.18779 (2025) - 2024
- [i22]Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei:
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. CoRR abs/2402.13064 (2024) - [i21]Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen:
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. CoRR abs/2402.16438 (2024) - [i20]Jingzhao Gu, Haoyang Huang:
Research and Implementation of Data Enhancement Techniques for Graph Neural Networks. CoRR abs/2406.12640 (2024) - 2023
- [i19]Jian Yang, Yuwei Yin, Shuming Ma, Liqun Yang, Hongcheng Guo, Haoyang Huang, Dongdong Zhang, Yutao Zeng, Zhoujun Li, Furu Wei:
HanoiT: Enhancing Context-aware Translation via Selective Context. CoRR abs/2301.06825 (2023) - [i18]Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Haoran Yang, Wai Lam, Furu Wei:
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. CoRR abs/2305.06575 (2023) - [i17]Haoyang Huang, Tianyi Tang, Dongdong Zhang, Wayne Xin Zhao, Ting Song, Yan Xia, Furu Wei:
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting. CoRR abs/2305.07004 (2023) - [i16]Lan Jiang, Haoyang Huang, Dongdong Zhang, Rui Jiang, Furu Wei:
One-stop Training of Multiple Capacity Models. CoRR abs/2305.14066 (2023) - [i15]Tianyi Tang, Hongyuan Lu, Yuchen Eleanor Jiang, Haoyang Huang, Dongdong Zhang, Wayne Xin Zhao, Furu Wei:
Not All Metrics Are Guilty: Improving NLG Evaluation with LLM Paraphrasing. CoRR abs/2305.15067 (2023) - 2022
- [i14]Xu Zhang, Jian Yang, Haoyang Huang, Shuming Ma, Dongdong Zhang, Jinlong Li, Furu Wei:
SMDT: Selective Memory-Augmented Neural Document Translation. CoRR abs/2201.01631 (2022) - [i13]Minheng Ni, Chenfei Wu, Haoyang Huang, Daxin Jiang, Wangmeng Zuo, Nan Duan:
NÜWA-LIP: Language Guided Image Inpainting with Defect-free VQGAN. CoRR abs/2202.05009 (2022) - [i12]Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Furu Wei, Zhoujun Li:
GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. CoRR abs/2207.14467 (2022) - [i11]Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Wai Lam:
Towards Multilingual Transitivity and Bidirectional Multilingual Agreement for Multilingual Document-level Machine Translation. CoRR abs/2209.13940 (2022) - [i10]Hongcheng Guo, Jiaheng Liu, Haoyang Huang, Jian Yang, Zhoujun Li, Dongdong Zhang, Furu Wei:
LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation. CoRR abs/2210.15461 (2022) - [i9]Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Furu Wei:
TRIP: Triangular Document-level Pre-training for Multilingual Language Models. CoRR abs/2212.07752 (2022) - [i8]Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Zhoujun Li, Furu Wei:
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. CoRR abs/2212.10218 (2022) - 2021
- [i7]Yuchen Jiang, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Ming Zhou:
BlonD: An Automatic Evaluation Metric for Document-level MachineTranslation. CoRR abs/2103.11878 (2021) - [i6]Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei:
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. CoRR abs/2111.02086 (2021) - 2020
- [i5]Huaishao Luo, Lei Ji, Botian Shi, Haoyang Huang, Nan Duan, Tianrui Li, Xilin Chen, Ming Zhou:
UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation. CoRR abs/2002.06353 (2020) - [i4]Qiaolin Xia, Haoyang Huang, Nan Duan, Dongdong Zhang, Lei Ji, Zhifang Sui, Edward Cui, Taroon Bharti, Xin Liu, Ming Zhou:
XGPT: Cross-modal Generative Pre-Training for Image Captioning. CoRR abs/2003.01473 (2020) - [i3]Minheng Ni, Haoyang Huang, Lin Su, Edward Cui, Taroon Bharti, Lijuan Wang, Jianfeng Gao, Dongdong Zhang, Nan Duan:
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training. CoRR abs/2006.02635 (2020) - [i2]Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei:
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders. CoRR abs/2012.15547 (2020) - 2019
- [i1]Haoyang Huang, Yaobo Liang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Ming Zhou:
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks. CoRR abs/1909.00964 (2019)
Coauthor Index
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