Zhou, Ming

61 publications

ICLR 2026 LightRetriever: A LLM-Based Text Retrieval Architecture with Extremely Faster Query Inference Guangyuan Ma, Yongliang Ma, Xuanrui Gou, Zhenpeng Su, Ming Zhou, Songlin Hu

ICML 2025 Efficient Skill Discovery via Regret-Aware Optimization He Zhang, Ming Zhou, Shaopeng Zhai, Ying Sun, Hui Xiong

AAAI 2025 Task-Level Distributionally Robust Optimization for Large Language Model-Based Dense Retrieval Guangyuan Ma, Yongliang Ma, Xing Wu, Zhenpeng Su, Ming Zhou, Songlin Hu

AAAI 2024 HORIZON: High-Resolution Semantically Controlled Panorama Synthesis Kun Yan, Lei Ji, Chenfei Wu, Jian Liang, Ming Zhou, Nan Duan, Shuai Ma

MLOSS 2023 MALib: A Parallel Framework for Population-Based Multi-Agent Reinforcement Learning Ming Zhou, Ziyu Wan, Hanjing Wang, Muning Wen, Runzhe Wu, Ying Wen, Yaodong Yang, Yong Yu, Jun Wang, Weinan Zhang

ECML-PKDD 2023 Semi-Supervised Social Bot Detection with Initial Residual Relation Attention Networks Ming Zhou, Wenzheng Feng, Yifan Zhu, Dan Zhang, Yuxiao Dong, Jie Tang

IJCAI 2022 Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering Wanjun Zhong, Junjie Huang, Qian Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

ECCV 2022 Trace Controlled Text to Image Generation Kun Yan, Lei Ji, Chenfei Wu, Jianmin Bao, Ming Zhou, Nan Duan, Shuai Ma

ICML 2021 BANG: Bridging Autoregressive and Non-Autoregressive Generation with Large Scale Pretraining Weizhen Qi, Yeyun Gong, Jian Jiao, Yu Yan, Weizhu Chen, Dayiheng Liu, Kewen Tang, Houqiang Li, Jiusheng Chen, Ruofei Zhang, Ming Zhou, Nan Duan

ICLR 2021 GraphCodeBERT: Pre-Training Code Representations with Data Flow Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou

IJCAI 2021 Model-Based Multi-Agent Policy Optimization with Adaptive Opponent-Wise Rollouts Weinan Zhang, Xihuai Wang, Jian Shen, Ming Zhou

AAAI 2020 Alternating Language Modeling for Cross-Lingual Pre-Training Jian Yang, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Zhoujun Li, Ming Zhou

AAAI 2020 Bridging the Gap Between Pre-Training and Fine-Tuning for End-to-End Speech Translation Chengyi Wang, Yu Wu, Shujie Liu, Zhenglu Yang, Ming Zhou

NeurIPS 2020 MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang, Furu Wei, Li Dong, Hangbo Bao, Nan Yang, Ming Zhou

ICLR 2020 Multi-Agent Interactions Modeling with Correlated Policies Minghuan Liu, Ming Zhou, Weinan Zhang, Yuzheng Zhuang, Jun Wang, Wulong Liu, Yong Yu

CoRL 2020 SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving Ming Zhou, Jun Luo, Julian Villella, Yaodong Yang, David Rusu, Jiayu Miao, Weinan Zhang, Montgomery Alban, Iman Fadakar, Zheng Chen, Chongxi Huang, Ying Wen, Kimia Hassanzadeh, Daniel Graves, Zhengbang Zhu, Yihan Ni, Nhat Nguyen, Mohamed Elsayed, Haitham Ammar, Alexander Cowen-Rivers, Sanjeevan Ahilan, Zheng Tian, Daniel Palenicek, Kasra Rezaee, Peyman Yadmellat, Kun Shao, Dong Chen, Baokuan Zhang, Hongbo Zhang, Jianye Hao, Wulong Liu, Jun Wang

ICLR 2020 Self-Adversarial Learning with Comparative Discrimination for Text Generation Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou

ICML 2020 UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Xiaodong Liu, Yu Wang, Jianfeng Gao, Songhao Piao, Ming Zhou, Hsiao-Wuen Hon

NeurIPS 2019 A Tensorized Transformer for Language Modeling Xindian Ma, Peng Zhang, Shuai Zhang, Nan Duan, Yuexian Hou, Ming Zhou, Dawei Song

AISTATS 2019 Exponential Convergence Rates for Batch Normalization: The Power of Length-Direction Decoupling in Non-Convex Optimization Jonas Kohler, Hadi Daneshmand, Aurelien Lucchi, Thomas Hofmann, Ming Zhou, Klaus Neymeyr

AAAI 2019 Regularizing Neural Machine Translation by Target-Bidirectional Agreement Zhirui Zhang, Shuangzhi Wu, Shujie Liu, Mu Li, Ming Zhou, Tong Xu

AAAI 2019 Response Generation by Context-Aware Prototype Editing Yu Wu, Furu Wei, Shaohan Huang, Yunli Wang, Zhoujun Li, Ming Zhou

NeurIPS 2019 Unified Language Model Pre-Training for Natural Language Understanding and Generation Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, Hsiao-Wuen Hon

AAAI 2019 Unsupervised Neural Machine Translation with SMT as Posterior Regularization Shuo Ren, Zhirui Zhang, Shujie Liu, Ming Zhou, Shuai Ma

AAAI 2018 Assertion-Based QA with Question-Aware Open Information Extraction Zhao Yan, Duyu Tang, Nan Duan, Shujie Liu, Wendi Wang, Daxin Jiang, Ming Zhou, Zhoujun Li

NeurIPS 2018 Dialog-to-Action: Conversational Question Answering over a Large-Scale Knowledge Base Daya Guo, Duyu Tang, Nan Duan, Ming Zhou, Jian Yin

AAAI 2018 Hierarchical Recurrent Attention Network for Response Generation Chen Xing, Yu Wu, Wei Wu, Yalou Huang, Ming Zhou

AAAI 2018 Joint Training for Neural Machine Translation Models with Monolingual Data Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen

AAAI 2018 MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence Lianmin Zheng, Jiacheng Yang, Han Cai, Ming Zhou, Weinan Zhang, Jun Wang, Yong Yu

ICML 2018 Mean Field Multi-Agent Reinforcement Learning Yaodong Yang, Rui Luo, Minne Li, Ming Zhou, Weinan Zhang, Jun Wang

IJCAI 2018 Multiway Attention Networks for Modeling Sentence Pairs Chuanqi Tan, Furu Wei, Wenhui Wang, Weifeng Lv, Ming Zhou

IJCAI 2018 Reinforced Mnemonic Reader for Machine Reading Comprehension Minghao Hu, Yuxing Peng, Zhen Huang, Xipeng Qiu, Furu Wei, Ming Zhou

AAAI 2018 S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension Chuanqi Tan, Furu Wei, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou

AAAI 2018 Sequential Copying Networks Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou

AAAI 2018 Table-to-Text: Describing Table Region with Natural Language Junwei Bao, Duyu Tang, Nan Duan, Zhao Yan, Yuanhua Lv, Ming Zhou, Tiejun Zhao

CVPR 2018 Visual Question Generation as Dual Task of Visual Question Answering Yikang Li, Nan Duan, Bolei Zhou, Xiao Chu, Wanli Ouyang, Xiaogang Wang, Ming Zhou

AAAI 2017 Building Task-Oriented Dialogue Systems for Online Shopping Zhao Yan, Nan Duan, Peng Chen, Ming Zhou, Jianshe Zhou, Zhoujun Li

IJCAI 2017 Improved Neural Machine Translation with Source Syntax Shuangzhi Wu, Ming Zhou, Dongdong Zhang

AAAI 2017 Topic Aware Neural Response Generation Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma

AAAI 2016 Improving Recommendation of Tail Tags for Questions in Community Question Answering Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou

AAAI 2016 Jointly Modeling Topics and Intents with Global Order Structure Bei Chen, Jun Zhu, Nan Yang, Tian Tian, Ming Zhou, Bo Zhang

AAAI 2016 TGSum: Build Tweet Guided Multi-Document Summarization Dataset Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou

IJCAI 2016 Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction Yichun Yin, Furu Wei, Li Dong, Kaimeng Xu, Ming Zhang, Ming Zhou

IJCAI 2015 A Hybrid Neural Model for Type Classification of Entity Mentions Li Dong, Furu Wei, Hong Sun, Ming Zhou, Ke Xu

AAAI 2015 Mining Query Subtopics from Questions in Community Question Answering Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou

AAAI 2015 Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization Ziqiang Cao, Furu Wei, Li Dong, Sujian Li, Ming Zhou

AAAI 2014 Adaptive Multi-Compositionality for Recursive Neural Models with Applications to Sentiment Analysis Li Dong, Furu Wei, Ming Zhou, Ke Xu

AAAI 2014 Machine Translation with Real-Time Web Search Lei Cui, Ming Zhou, Qiming Chen, Dongdong Zhang, Mu Li

AAAI 2014 Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou, Chengqing Zong

IJCAI 2013 Answer Extraction from Passage Graph for Question Answering Hong Sun, Nan Duan, Yajuan Duan, Ming Zhou

AAAI 2013 The Automated Acquisition of Suggestions from Tweets Li Dong, Furu Wei, Yajuan Duan, Xiaohua Liu, Ming Zhou, Ke Xu

AAAI 2012 Collective Nominal Semantic Role Labeling for Tweets Xiaohua Liu, Zhongyang Fu, Furu Wei, Ming Zhou

AAAI 2012 Exacting Social Events for Tweets Using a Factor Graph Xiaohua Liu, Xiangyang Zhou, Zhongyang Fu, Furu Wei, Ming Zhou

AAAI 2012 Generating Chinese Classical Poems with Statistical Machine Translation Models Jing He, Ming Zhou, Long Jiang

IJCAI 2011 Collective Semantic Role Labeling for Tweets with Clustering Xiaohua Liu, Kuan Li, Ming Zhou, Zhongyang Xiong

AAAI 2011 Enhancing Semantic Role Labeling for Tweets Using Self-Training Xiaohua Liu, Kuan Li, Ming Zhou, Zhongyang Xiong

IJCAI 2007 Extracting Chatbot Knowledge from Online Discussion Forums Jizhou Huang, Ming Zhou, Dan Yang

IJCAI 2007 Learning Question Paraphrases for QA from Encarta Logs Shiqi Zhao, Ming Zhou, Ting Liu

AAAI 2007 Mining Sequential Patterns and Tree Patterns to Detect Erroneous Sentences Guihua Sun, Gao Cong, Xiaohua Liu, Chin-Yew Lin, Ming Zhou

IJCAI 2007 Named Entity Translation with Web Mining and Transliteration Long Jiang, Ming Zhou, Lee-Feng Chien, Cheng Niu

IJCAI 2003 Identifying Synonyms Among Distributionally Similar Words Dekang Lin, Shaojun Zhao, Lijuan Qin, Ming Zhou