| 2026 | ACL | VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation. | Yixia Li, Yaqing Shi, Zhiwen Ruan, Dongdong Zhang, Lingjie Jiang, Shaohan Huang, Yun Chen, Guanhua Chen, Furu Wei |
| 2026 | ACL | From Word to World: Can Large Language Models be Implicit Text-based World Models? | Yixia Li, Hongru Wang, Jiahao Qiu, Zhenfei Yin, Dongdong Zhang, Cheng Qian, Zeping Li, Xiaoteng Ma, Guanhua Chen, Heng Ji |
| 2026 | ACL | Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models. | Hengyuan Zhang, Zhihao Zhang, Ercong Nie, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schtze, Xuanjing Huang, Qi Zhang, Ngai Wong |
| 2026 | ICPR | Serum Tumor Marker-Guided Lesion Features Enhancement Network for Lung Cancer Detection. | Dongxun Jiang, Dongdong Zhang, Wei Li |
| 2026 | KSEM | AURORA-RE: Reinforcement Learning-Enhanced Document-Level Relation Extraction with Large Language Models. | Xueyuan Zhang, Haixia Pan, Jihai Huang, Hong Jiang, Huolong Ye, Xirui Wu, Dongdong Zhang, Puzhou Wang, Bo Wang |
| 2025 | ACL | Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective. | Yiyao Yu, Yuxiang Zhang, Dongdong Zhang, Xiao Liang, Hengyuan Zhang, Xingxing Zhang, Mahmoud Khademi, Hany Hassan Awadalla, Junjie Wang, Yujiu Yang, Furu Wei |
| 2025 | ACL | ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework. | Hengyuan Zhang, Chenming Shang, Sizhe Wang, Dongdong Zhang, Yiyao Yu, Feng Yao, Renliang Sun, Yujiu Yang, Furu Wei |
| 2025 | IROS | The Parallel Pneumatic Artificial Muscle Platform Based on RBF Neural Network Compensation. | Jun Li, Yuanquan Dai, Dongdong Zhang, Ruidong Yu, Mingkang Zi, Shuaicheng Liu, Yinhui Xie |
| 2024 | ACL | Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. | Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen |
| 2024 | ACL | 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 |
| 2024 | EACL | Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation. | Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Furu Wei, Wai Lam |
| 2024 | EMNLP | Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. | Hongyuan Lu, Haoran Yang, Haoyang Huang, Dongdong Zhang, Wai Lam, Furu Wei |
| 2024 | ICPR | Saliency-Based Neural Representation for Videos. | Qian Cao, Dongdong Zhang, Xiaolei Zhang |
| 2024 | ICPR | HNRC: Lightweight Image Compression with Hybrid Neural Representation. | Xinyuan Cheng, Dongdong Zhang, Xiaolei Zhang |
| 2024 | ICPR | Neighborhood Feature Enhancement Flow Diffusion Model for Point Cloud Generation. | Hongcheng Wang, Dongdong Zhang, Taotao Liu, Xumai Qi |
| 2024 | MMM | Quality Scalable Video Coding Based on Neural Representation. | Qian Cao, Dongdong Zhang, Chengyu Sun |
| 2024 | MOBICOM | Predicting community case transfer path and processing time using decoder models. | Yiwen Liu, Dongdong Zhang, Xinyu Yang, Yuanbo Tang, Yang Chen, Qingmin Liao, Yang Li |
| 2024 | NAACL | Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References. | Tianyi Tang, Hongyuan Lu, Yuchen Jiang, Haoyang Huang, Dongdong Zhang, Wayne Xin Zhao, Tom Kocmi, Furu Wei |
| 2024 | NPC | Deep Reinforcement Learning for Large-Scale Scientific Workflow Scheduling with Improved Structure Feature Extraction and Sampling. | Xumai Qi, Dongdong Zhang, Taotao Liu, Hongcheng Wang |
| 2023 | ACL | On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation. | Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang |
| 2023 | ACL | Discourse-Centric Evaluation of Document-level Machine Translation with a New Densely Annotated Parallel Corpus of Novels. | Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan, Ryan Cotterell |
| 2023 | ACL | GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. | Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Furu Wei, Zhoujun Li |
| 2023 | DASFAA | HanoiT: Enhancing Context-aware Translation via Selective Context. | Jian Yang, Yuwei Yin, Shuming Ma, Liqun Yang, Hongcheng Guo, Haoyang Huang, Dongdong Zhang, Yutao Zeng, Zhoujun Li, Furu Wei |
| 2023 | EMNLP | Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation. | Minwoo Lee, Hyukhun Koh, Kang-il Lee, Dongdong Zhang, Minsung Kim, Kyomin Jung |
| 2023 | EMNLP | Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting. | Haoyang Huang, Tianyi Tang, Dongdong Zhang, Xin Zhao, Ting Song, Yan Xia, Furu Wei |
| 2023 | EMNLP | 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, Wai Lam, Zhaochuan Gao, Anthony Aue, Arul Menezes, Furu Wei |
| 2023 | ICLR | Are More Layers Beneficial to Graph Transformers? | Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei |
| 2023 | ICONIP | Text Spotting of Electrical Diagram Based on Improved PP-OCRv3. | Yuqian Zhao, Dongdong Zhang, Chengyu Sun |
| 2023 | IJCNN | Detection of Electric Component Based on Improved Faster-RCNN. | Chengling Xiao, Dongdong Zhang, Chengyu Sun |
| 2022 | ACL | Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation. | Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei |
| 2022 | COLING | PAEG: Phrase-level Adversarial Example Generation for Neural Machine Translation. | Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang, Yong Yu, Zhoujun Li |
| 2022 | EMNLP | LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation. | Hongcheng Guo, Jiaheng Liu, Haoyang Huang, Jian Yang, Zhoujun Li, Dongdong Zhang, Zheng Cui |
| 2022 | EMNLP | Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt. | Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang |
| 2022 | EMNLP | CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation. | Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei |
| 2022 | IJCAI | High-resource Language-specific Training for Multilingual Neural Machine Translation. | Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei |
| 2022 | IJCAI | UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation. | Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li, Furu Wei |
| 2022 | NAACL | BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation. | Yuchen Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Rico Sennrich, Ryan Cotterell, Mrinmaya Sachan, Ming Zhou |
| 2021 | ACL | How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? | Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat |
| 2021 | ACL | Multilingual Agreement for Multilingual Neural Machine Translation. | Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Zhoujun Li, Furu Wei |
| 2021 | CVPR | M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training. | Minheng Ni, Haoyang Huang, Lin Su, Edward Cui, Taroon Bharti, Lijuan Wang, Dongdong Zhang, Nan Duan |
| 2021 | EMNLP | Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. | Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei |
| 2021 | EMNLP | Improving Multilingual Neural Machine Translation with Auxiliary Source Languages. | Weijia Xu, Yuwei Yin, Shuming Ma, Dongdong Zhang, Haoyang Huang |
| 2021 | ICONIP | Multi-Attention Network for Arbitrary Style Transfer. | Sihui Hua, Dongdong Zhang |
| 2021 | NAACL | Smart-Start Decoding for Neural Machine Translation. | Jian Yang, Shuming Ma, Dongdong Zhang, Juncheng Wan, Zhoujun Li, Ming Zhou |
| 2020 | AAAI | Alternating Language Modeling for Cross-Lingual Pre-Training. | Jian Yang, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Zhoujun Li, Ming Zhou |
| 2020 | ACL | A Simple and Effective Unified Encoder for Document-Level Machine Translation. | Shuming Ma, Dongdong Zhang, Ming Zhou |
| 2020 | ACL | Improving Neural Machine Translation with Soft Template Prediction. | Jian Yang, Shuming Ma, Dongdong Zhang, Zhoujun Li, Ming Zhou |
| 2020 | DASFAA | BiGCNN: Bidirectional Gated Convolutional Neural Network for Chinese Named Entity Recognition. | Tianyang Zhao, Haoyan Liu, Qianhui Wu, Changzhi Sun, Dongdong Zhang, Zhoujun Li |
| 2020 | EMNLP | Document Classification for COVID-19 Literature. | Bernal Jimenez Gutierrez, Jucheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su |
| 2020 | KDD | Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder. | Changchang Yin, Ruoqi Liu, Dongdong Zhang, Ping Zhang |
| 2020 | SSDBM | Figure Captioning in Scholarly Literatures to Augment Search Results. | Jingya Yang, Dongdong Zhang, Gaocai Dong, Jing Peng |
| 2017 | ACL | Sequence-to-Dependency Neural Machine Translation. | Shuangzhi Wu, Dongdong Zhang, Nan Yang, Mu Li, Ming Zhou |
| 2017 | IJCAI | Improved Neural Machine Translation with Source Syntax. | Shuangzhi Wu, Ming Zhou, Dongdong Zhang |
| 2017 | IECON | A fast AGFD identification method and the resulting air-gap force analysis of cage induction motors with skewed rotor bars. | Dongdong Zhang, Jing Shi, Thomas Wu |
| 2017 | IECON | Loss characteristic analysis of small and medium-sized induction motors fed by PWM inverter based on the experiment measurements. | Dongdong Zhang, Jing Shi, Haisen Zhao, Thomas Wu |
| 2016 | VCIP | Fast CU partition for H.264/AVC to HEVC transcoding based on fisher discriminant analysis. | Dongdong Zhang, Jie Tong, Di Zang |
| 2016 | SNPD | Traffic sign detection based on cascaded convolutional neural networks. | Di Zang, Junqi Zhang, Dongdong Zhang, Maomao Bao, Jiujun Cheng, Keshuang Tang |
| 2015 | ACL | Efficient Disfluency Detection with Transition-based Parsing. | Shuangzhi Wu, Dongdong Zhang, Ming Zhou, Tiejun Zhao |
| 2014 | AAAI | Machine Translation with Real-Time Web Search. | Lei Cui, Ming Zhou, Qiming Chen, Dongdong Zhang, Mu Li |
| 2014 | ACL | Learning Topic Representation for SMT with Neural Networks. | Lei Cui, Dongdong Zhang, Shujie Liu, Qiming Chen, Mu Li, Ming Zhou, Muyun Yang |
| 2014 | COLING | A Lexicalized Reordering Model for Hierarchical Phrase-based Translation. | Hailong Cao, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao |
| 2014 | COLING | Soft Dependency Matching for Hierarchical Phrase-based Machine Translation. | Hailong Cao, Dongdong Zhang, Ming Zhou, Tiejun Zhao |
| 2014 | VCIP | Fast intra mode decision for HEVC based on texture characteristic from RMD and MPM. | Dongdong Zhang, Youwei Chen, Ebroul Izquierdo |
| 2013 | ACL | Bilingual Data Cleaning for SMT using Graph-based Random Walk. | Lei Cui, Dongdong Zhang, Shujie Liu, Mu Li, Ming Zhou |
| 2013 | ACL | Punctuation Prediction with Transition-based Parsing. | Dongdong Zhang, Shuangzhi Wu, Nan Yang, Mu Li |
| 2013 | EMNLP | Multi-Domain Adaptation for SMT Using Multi-Task Learning. | Lei Cui, Xilun Chen, Dongdong Zhang, Shujie Liu, Mu Li, Ming Zhou |
| 2013 | ISM | A JND Profile Based on Hierarchically Selective Attention for Images. | Dongdong Zhang, Lijing Gao, Di Zang, Yaoru Sun, Jiujun Cheng |
| 2012 | ACL | Hierarchical Chunk-to-String Translation. | Yang Feng, Dongdong Zhang, Mu Li, Qun Liu |
| 2012 | ACL | Translation Model Size Reduction for Hierarchical Phrase-based Statistical Machine Translation. | Seung-Wook Lee, Dongdong Zhang, Mu Li, Ming Zhou, Hae-Chang Rim |
| 2012 | ACL | A Ranking-based Approach to Word Reordering for Statistical Machine Translation. | Nan Yang, Mu Li, Dongdong Zhang, Nenghai Yu |
| 2010 | ACL | A Joint Rule Selection Model for Hierarchical Phrase-Based Translation. | Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao |
| 2010 | COLING | Hybrid Decoding: Decoding with Partial Hypotheses Combination over Multiple SMT Systems. | Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou, Tiejun Zhao |
| 2010 | COLING | Mixture Model-based Minimum Bayes Risk Decoding using Multiple Machine Translation Systems. | Nan Duan, Mu Li, Dongdong Zhang, Ming Zhou |
| 2010 | COLING | Adaptive Development Data Selection for Log-linear Model in Statistical Machine Translation. | Mu Li, Yinggong Zhao, Dongdong Zhang, Ming Zhou |
| 2009 | ACL | Collaborative Decoding: Partial Hypothesis Re-ranking Using Translation Consensus between Decoders. | Mu Li, Nan Duan, Dongdong Zhang, Chi-Ho Li, Ming Zhou |
| 2009 | EMNLP | Better Synchronous Binarization for Machine Translation. | Tong Xiao, Mu Li, Dongdong Zhang, Jingbo Zhu, Ming Zhou |
| 2009 | ICRA | Scanning in atomic force microscopy. | Dongdong Zhang, Xiaoping Qian |
| 2008 | ACL | Measure Word Generation for English-Chinese SMT Systems. | Dongdong Zhang, Mu Li, Nan Duan, Chi-Ho Li, Ming Zhou |
| 2008 | COLING | Diagnostic Evaluation of Machine Translation Systems Using Automatically Constructed Linguistic Check-Points. | Ming Zhou, Bo Wang, Shujie Liu, Mu Li, Dongdong Zhang, Tiejun Zhao |
| 2008 | ISCAS | Constant distortion rate control for H.264/AVC high definition videos with scene change. | Dongdong Zhang, Zhenzhong Chen, King Ngi Ngan |
| 2007 | ACL | A Probabilistic Approach to Syntax-based Reordering for Statistical Machine Translation. | Chi-Ho Li, Minghui Li, Dongdong Zhang, Mu Li, Ming Zhou, Yi Guan |
| 2007 | EMNLP | Phrase Reordering Model Integrating Syntactic Knowledge for SMT. | Dongdong Zhang, Mu Li, Chi-Ho Li, Ming Zhou |
| 2005 | CIS | A Study on Motion Prediction and Coding for In-Band Motion Compensated Temporal Filtering. | Dongdong Zhang, Wenjun Zhang, Li Song, Hongkai Xiong |