Hao Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 135

Top Venues

Publications

Yuwei Yang, Siqi Ouyang, Xueyu Hu, Mingyue Zheng, Hao Zhou, Lei Li
Structure-Based Drug Design via 3D Molecular Generative Pre-training and Sampling. CoRR (2024)
Lean Wang, Wenkai Yang, Deli Chen, Hao Zhou, Yankai Lin, Fandong Meng, Jie Zhou, Xu Sun
Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs. ICLR (2024)
Cunxiao Du, Hao Zhou, Zhaopeng Tu, Jing Jiang
Revisiting the Markov Property for Machine Translation. EACL (Findings) (2024)
Yizhen Luo, Kai Yang, Massimo Hong, Xing Yi Liu, Zikun Nie, Hao Zhou, Zaiqing Nie
Learning Multi-view Molecular Representations with Structured and Unstructured Knowledge. KDD (2024)
Cunxiao Du, Hao Zhou, Zhaopeng Tu, Jing Jiang
Revisiting the Markov Property for Machine Translation. CoRR (2024)
Jiahuan Li, Hao Zhou, Shujian Huang, Shanbo Cheng, Jiajun Chen
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions. Trans. Assoc. Comput. Linguistics 12 (2024)
Wenkai Yang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
Decentralized Decoupled Training for Federated Long-Tailed Learning. Trans. Mach. Learn. Res. 2024 (2024)
Chujie Zheng, Hao Zhou, Fandong Meng, Jie Zhou, Minlie Huang
Large Language Models Are Not Robust Multiple Choice Selectors. ICLR (2024)
Zaixiang Zheng, Yi Zhou, Hao Zhou
Deep Equilibrium Non-Autoregressive Sequence Learning. ACL (Findings) (2023)
Guangsheng Bao, Zhiyang Teng, Hao Zhou, Jianhao Yan, Yue Zhang
Non-Autoregressive Document-Level Machine Translation. EMNLP (Findings) (2023)
Chujie Zheng, Hao Zhou, Fandong Meng, Jie Zhou, Minlie Huang
Large Language Models Are Not Robust Multiple Choice Selectors. CoRR (2023)
Chenyang Huang, Fei Huang, Zaixiang Zheng, Osmar Zaïane, Hao Zhou, Lili Mou
Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation. IJCNLP (Findings) (2023)
Danqing Wang, Fei Ye, Hao Zhou
On Pre-training Language Model for Antibody. ICLR (2023)
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. ACL (1) (2022)
Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification. AAAI (2022)
Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li
Rethinking Document-level Neural Machine Translation. ACL (Findings) (2022)
Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang
On the Learning of Non-Autoregressive Transformers. ICML (2022)
Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. ACL (Findings) (2022)
Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li
Contextual Representation Learning beyond Masked Language Modeling. ACL (1) (2022)
Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li
MTG: A Benchmark Suite for Multilingual Text Generation. NAACL-HLT (Findings) (2022)
Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li
Enhancing Cross-lingual Transfer by Manifold Mixup. CoRR (2022)
Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li
Contextual Representation Learning beyond Masked Language Modeling. CoRR (2022)
Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li
Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision. AAAI (2022)
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. CoRR (2022)
Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. CoRR (2022)
Hao Zhou, Man Lan, Yuanbin Wu, Yuefeng Chen, Meirong Ma
Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition. CoRR (2022)
Jiangtao Feng, Yi Zhou, Jun Zhang, Xian Qian, Liwei Wu, Zhexi Zhang, Yanming Liu, Mingxuan Wang, Lei Li, Hao Zhou
PARAGEN : A Parallel Generation Toolkit. CoRR (2022)
Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li
Enhancing Cross-lingual Transfer by Manifold Mixup. ICLR (2022)
Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation. CoRR (2022)
Zhenqiao Song, Hao Zhou, Lihua Qian, Jingjing Xu, Shanbo Cheng, Mingxuan Wang, Lei Li
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder. ICLR (2022)
Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li
Unsupervised Editing for Counterfactual Stories. AAAI (2022)
Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li
Follow Your Path: A Progressive Method for Knowledge Distillation. ECML/PKDD (3) (2021)
Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li
Triangular Bidword Generation for Sponsored Search Auction. WSDM (2021)
Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li
Triangular Bidword Generation for Sponsored Search Auction. CoRR (2021)
Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li
CNewSum: A Large-Scale Summarization Dataset with Human-Annotated Adequacy and Deducibility Level. NLPCC (1) (2021)
Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li
Follow Your Path: a Progressive Method for Knowledge Distillation. CoRR (2021)
Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. CoRR (2021)
Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21. CoRR (2021)
Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li
Vocabulary Learning via Optimal Transport for Neural Machine Translation. ACL/IJCNLP (1) (2021)
Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li
Probabilistic Graph Reasoning for Natural Proof Generation. ACL/IJCNLP (Findings) (2021)
Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan
ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction. EACL (2021)
Qianqian Dong, Rong Ye, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li
Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation. AAAI (2021)
Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li
Probabilistic Graph Reasoning for Natural Proof Generation. CoRR (2021)
Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li
Learning Logic Rules for Document-Level Relation Extraction. EMNLP (1) (2021)
Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li
Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision. CoRR (2021)
Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan
UniRE: A Unified Label Space for Entity Relation Extraction. CoRR (2021)
Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li
CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level. CoRR (2021)
Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li
Consecutive Decoding for Speech-to-text Translation. AAAI (2021)
Xianggen Liu, Pengyong Li, Fandong Meng, Hao Zhou, Huasong Zhong, Jie Zhou, Lili Mou, Sen Song
Simulated annealing for optimization of graphs and sequences. Neurocomputing 465 (2021)
Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li
Glancing Transformer for Non-Autoregressive Neural Machine Translation. ACL/IJCNLP (1) (2021)
Danqing Wang, Jiaze Chen, Hao Zhou, Xipeng Qiu, Lei Li
Contrastive Aligned Joint Learning for Multilingual Summarization. ACL/IJCNLP (Findings) (2021)
Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery. CoRR (2021)
Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan
UniRE: A Unified Label Space for Entity Relation Extraction. ACL/IJCNLP (1) (2021)
Jingjing Xu, Wangchunshu Zhou, Zhiyi Fu, Hao Zhou, Lei Li
A Survey on Green Deep Learning. CoRR (2021)
Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. NeurIPS (2021)
Xianggen Liu, Pengyong Li, Fandong Meng, Hao Zhou, Huasong Zhong, Jie Zhou, Lili Mou, Sen Song
Simulated annealing for optimization of graphs and sequences. CoRR (2021)
Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization. AAAI (2021)
Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery. ICLR (2021)
Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li
MTG: A Benchmarking Suite for Multilingual Text Generation. CoRR (2021)
Yuxuan Song, Minkai Xu, Lantao Yu, Hao Zhou, Shuo Shao, Yong Yu
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip. CoRR (2020)
Zaixiang Zheng, Hao Zhou, Shujian Huang, Lei Li, Xin-Yu Dai, Jiajun Chen
Mirror-Generative Neural Machine Translation. ICLR (2020)
Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li
Glancing Transformer for Non-Autoregressive Neural Machine Translation. CoRR (2020)
Yuxuan Song, Minkai Xu, Lantao Yu, Hao Zhou, Shuo Shao, Yong Yu
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip. AAAI (2020)
Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. EMNLP (1) (2020)
Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li
Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach. CoRR (2020)
Xianggen Liu, Lili Mou, Fandong Meng, Hao Zhou, Jie Zhou, Sen Song
Unsupervised Paraphrasing by Simulated Annealing. ACL (2020)
Huangzhao Zhang, Hao Zhou, Ning Miao, Lei Li
Generating Fluent Adversarial Examples for Natural Languages. CoRR (2020)
Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li
TED: Triple Supervision Decouples End-to-end Speech-to-text Translation. CoRR (2020)
Wenxian Shi, Hao Zhou, Ning Miao, Lei Li
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation. ICML (2020)
Dongyu Ru, Zhenghui Wang, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu
QuAChIE: Question Answering based Chinese Information Extraction System. SIGIR (2020)
Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation. CoRR (2020)
Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li
Xiaomingbot: A Multilingual Robot News Reporter. CoRR (2020)
Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li
SDST: Successive Decoding for Speech-to-text Translation. CoRR (2020)
Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li
VOLT: Improving Vocabularization via Optimal Transport for Machine Translation. CoRR (2020)
Xunpeng Huang, Hao Zhou, Runxin Xu, Zhe Wang, Lei Li
Adaptive Gradient Methods Can Be Provably Faster than SGD after Finite Epochs. CoRR (2020)
Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li
On the Sentence Embeddings from Pre-trained Language Models. EMNLP (1) (2020)
Jiangjie Chen, Qiaoben Bao, Jiaze Chen, Changzhi Sun, Hao Zhou, Yanghua Xiao, Lei Li
LOREN: Logic Enhanced Neural Reasoning for Fact Verification. CoRR (2020)
Ning Miao, Yuxuan Song, Hao Zhou, Lei Li
Do You Have the Right Scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods. CoRR (2020)
Minkai Xu, Mingxuan Wang, Zhouhan Lin, Hao Zhou, Weinan Zhang, Lei Li
Reciprocal Supervised Learning Improves Neural Machine Translation. CoRR (2020)
Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu
Importance-Aware Learning for Neural Headline Editing. AAAI (2020)
Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li
Variational Template Machine for Data-to-Text Generation. ICLR (2020)
Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li
On the Sentence Embeddings from Pre-trained Language Models. CoRR (2020)
Dongyu Ru, Jiangtao Feng, Lin Qiu, Hao Zhou, Mingxuan Wang, Weinan Zhang, Yong Yu, Lei Li
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space. EMNLP (Findings) (2020)
Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation. AISTATS (2020)
Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. CoRR (2020)
Ning Miao, Yuxuan Song, Hao Zhou, Lei Li
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods. ACL (2020)
Dongyu Ru, Yating Luo, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space. CoRR (2020)
Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li
Xiaomingbot: A Multilingual Robot News Reporter. ACL (demo) (2020)
Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li
Variational Template Machine for Data-to-Text Generation. CoRR (2020)
Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Weinan Zhang, Yong Yu, Lei Li
Towards Making the Most of BERT in Neural Machine Translation. AAAI (2020)
Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization. CoRR (2020)
Xianggen Liu, Lili Mou, Fandong Meng, Hao Zhou, Jie Zhou, Sen Song
Unsupervised Paraphrasing by Simulated Annealing. CoRR (2019)
Ning Miao, Hao Zhou, Lili Mou, Rui Yan, Lei Li
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling. AAAI (2019)
Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Yong Yu, Weinan Zhang, Lei Li
Towards Making the Most of BERT in Neural Machine Translation. CoRR (2019)
Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen
Correct-and-Memorize: Learning to Translate from Interactive Revisions. IJCAI (2019)
Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen
Correct-and-Memorize: Learning to Translate from Interactive Revisions. CoRR (2019)
Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu
Importance-Aware Learning for Neural Headline Editing. CoRR (2019)
Yao Fu, Hao Zhou, Jiaze Chen, Lei Li
Rethinking Text Attribute Transfer: A Lexical Analysis. INLG (2019)
Ning Miao, Hao Zhou, Chengqi Zhao, Wenxian Shi, Lei Li
Kernelized Bayesian Softmax for Text Generation. NeurIPS (2019)
Yunxuan Xiao, Yanru Qu, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu
Dynamically Fused Graph Network for Multi-hop Reasoning. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hao Zhou