Qi Liu

According to our database, Qi Liu authored at least 36 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Search-engine-augmented dialogue response generation with cheaply supervised query production.

Ante Wang, Linfeng Song, Qi Liu, Haitao Mi, Longyue Wang, Zhaopeng Tu, Jinsong Su, Dong Yu

Artif. Intell., June, 2023

Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction.

Zhenguang Liu, Shuang Wu, Shuyuan Jin, Shouling Ji, Qi Liu, Shijian Lu, Li Cheng

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Text Data Augmentation in Low-Resource Settings via Fine-Tuning of Large Language Models.

Jean Kaddour, Qi Liu

CoRR, 2023

TTIDA: Controllable Generative Data Augmentation via Text-to-Text and Text-to-Image Models.

Yuwei Yin, Jean Kaddour, Xiang Zhang, Yixin Nie, Zhenguang Liu, Lingpeng Kong, Qi Liu

CoRR, 2023

2022

Relational Memory-Augmented Language Models.

Qi Liu, Dani Yogatama, Phil Blunsom

Trans. Assoc. Comput. Linguistics, 2022

Causal Machine Learning: A Survey and Open Problems.

Jean Kaddour, Aengus Lynch, Qi Liu, Matt J. Kusner, Ricardo Silva

CoRR, 2022

Evaluating Self-Supervised Learning for Molecular Graph Embeddings.

Hanchen Wang, Jean Kaddour, Shengchao Liu, Jian Tang, Matt J. Kusner, Joan Lasenby, Qi Liu

CoRR, 2022

Augmenting Message Passing by Retrieving Similar Graphs.

Dingmin Wang, Shengchao Liu, Hanchen Wang, Linfeng Song, Jian Tang, Song Le, Bernardo Cuenca Grau, Qi Liu

CoRR, 2022

Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play.

Qi Liu, Zihuiwen Ye, Tao Yu, Linfeng Song, Phil Blunsom

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Pretraining the Noisy Channel Model for Task-Oriented Dialogue.

Qi Liu, Lei Yu, Laura Rimell, Phil Blunsom

Trans. Assoc. Comput. Linguistics, 2021

Graph Intervention Networks for Causal Effect Estimation.

Jean Kaddour, Qi Liu, Yuchen Zhu, Matt J. Kusner, Ricardo Silva

CoRR, 2021

Causal Effect Inference for Structured Treatments.

Jean Kaddour, Yuchen Zhu, Qi Liu, Matt J. Kusner, Ricardo Silva

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition.

Dingmin Wang, Chenghua Lin, Qi Liu, Kam-Fai Wong

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Counterfactual Data Augmentation for Neural Machine Translation.

Qi Liu, Matt J. Kusner, Phil Blunsom

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Unsupervised Point Cloud Pre-training via Occlusion Completion.

Hanchen Wang, Qi Liu, Xiangyu Yue, Joan Lasenby, Matt J. Kusner

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Pre-Training by Completing Point Clouds.

Hanchen Wang, Qi Liu, Xiangyu Yue, Joan Lasenby, Matthew J. Kusner

CoRR, 2020

A Survey on Contextual Embeddings.

Qi Liu, Matt J. Kusner, Phil Blunsom

CoRR, 2020

Smart Contract Vulnerability Detection using Graph Neural Network.

Yuan Zhuang, Zhenguang Liu, Peng Qian, Qi Liu, Xiang Wang, Qinming He

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Multi-Task Self-Supervised Learning for Disfluency Detection.

Shaolei Wang, Wanxiang Che, Qi Liu, Pengda Qin, Ting Liu, William Yang Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Insertion-based Decoding with Automatically Inferred Generation Order.

Jiatao Gu, Qi Liu, Kyunghyun Cho

Trans. Assoc. Comput. Linguistics, 2019

Quaternion Knowledge Graph Embedding.

Shuai Zhang, Yi Tay, Lina Yao, Qi Liu

CoRR, 2019

Hyperbolic Graph Neural Networks.

Qi Liu, Maximilian Nickel, Douwe Kiela

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Quaternion Knowledge Graph Embeddings.

Shuai Zhang, Yi Tay, Lina Yao, Qi Liu

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Towards Natural and Accurate Future Motion Prediction of Humans and Animals.

Zhenguang Liu, Shuang Wu, Shuyuan Jin, Qi Liu, Shijian Lu, Roger Zimmermann, Li Cheng

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Toward Personalized Activity Level Prediction in Community Question Answering Websites.

Zhenguang Liu, Yingjie Xia, Qi Liu, Qinming He, Chao Zhang, Roger Zimmermann

ACM Trans. Multim. Comput. Commun. Appl., 2018

Constrained Graph Variational Autoencoders for Molecule Design.

Qi Liu, Miltiadis Allamanis, Marc Brockschmidt, Alexander L. Gaunt

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Learning Domain Representation for Multi-Domain Sentiment Classification.

Qi Liu, Yue Zhang, Jiangming Liu

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Mining Evidences for Concept Stock Recommendation.

Qi Liu, Yue Zhang

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Sentence-State LSTM for Text Representation.

Yue Zhang, Qi Liu, Linfeng Song

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Multi-Modal Multi-Task Learning for Automatic Dietary Assessment.

Qi Liu, Yue Zhang, Zhenguang Liu, Ye Yuan, Li Cheng, Roger Zimmermann

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Fusion of Magnetic and Visual Sensors for Indoor Localization: Infrastructure-Free and More Effective.

Zhenguang Liu, Luming Zhang, Qi Liu, Yifang Yin, Li Cheng, Roger Zimmermann

IEEE Trans. Multim., 2017

Behavior pattern clustering in blockchain networks.

Butian Huang, Zhenguang Liu, Jianhai Chen, Anan Liu, Qi Liu, Qinming He

Multim. Tools Appl., 2017

I Ate This: A Photo-based Food Journaling System with Expert Feedback.

Shubham Goyal, Qi Liu, Khairina Tajul-Arifin, Waqas Awan, Bimlesh Wadhwa, Zhenguang Liu

CoRR, 2017

EtherQL: A Query Layer for Blockchain System.

Yang Li, Kai Zheng, Ying Yan, Qi Liu, Xiaofang Zhou

Proceedings of the Database Systems for Advanced Applications, 2017

QALink: Enriching Text Documents with Relevant Q&A Site Contents.

Yixuan Tang, Weilong Huang, Qi Liu, Anthony K. H. Tung, Xiaoli Wang, Jisong Yang, Beibei Zhang

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2015

DocRicher: An Automatic Annotation System for Text Documents Using Social Media.

Qiang Hu, Qi Liu, Xiaoli Wang, Anthony K. H. Tung, Shubham Goyal, Jisong Yang

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015