Professor Liu, Qi

MS National University of Singapore; PhD Oxford
BASc(FinTech) Programme Director; Assistant Professor

Fax: (+852) 2559 8447
Email: liuqi@cs.hku.hk
Homepage: http://leuchine.github.io/

Qi Liu is an assistant professor at the Department of Computer Science, the University of Hong Kong. His research interests include natural language processing, machine learning, and FinTech. He has been serving on the program committees for leading machine learning conferences and journals like NeurIPS, ICML, ICLR, ACL, EMNLP, and NAACL.

Research Interests

Natural Language Processing, Machine Learning, FinTech

Selected Publications

• Qi Liu, Dani Yogatama, Phil Blunsom. Relational Memory Augmented Language Models. In Transactions of the Association for Computational Linguistics 2022 (TACL).
• Jean Kaddour, Yuchen Zhu, Qi Liu, Matthew J. Kusner, Ricardo Silva. Causal Effect Inference for Structured Treatments. In Conference on Neural Information Processing Systems 2021 (NeurIPS).
• Qi Liu, Lei Yu, Laura Rimell, Phil Blunsom. Pretraining the Noisy Channel Model for Task-Oriented Dialogue. In Transactions of the Association for Computational Linguistics 2021 (TACL).
• Qi Liu, Matt J. Kusner, Phil Blunsom. Counterfactual Data Augmentation for Neural Machine Translation. In Annual Conference of the North American Chapter of the Association for Computational Linguistics 2021 (NAACL).
• Qi Liu, Maximilian Nickel, Douwe Kiela. Hyperbolic Graph Neural Networks. In Conference on Neural Information Processing Systems 2019 (NeurIPS).
• Shuai Zhang, Yi Tay, Lina Yao, Qi Liu. Quaternion Knowledge Graph Embedding. In Conference on Neural Information Processing Systems 2019 (NeurIPS).
• Jiatao Gu, Qi Liu, Kyunghyun Cho. Insertion-based Decoding with Automatically Inferred Generation Order. In Transactions of the Association for Computational Linguistics 2019 (TACL).
• Qi Liu, Miltiadis Allamanis, Marc Brockschmidt, Alexander L. Gaunt. Constrained Graph Variational Autoencoders for Molecule Design. In Conference on Neural Information Processing Systems 2018 (NeurIPS).
• Yue Zhang, Qi Liu, Linfeng Song. Sentence-State LSTM for Text Representation. In Annual Meeting of the Association for Computational Linguistics 2018 (ACL).
• Qi Liu, Yue Zhang, Jiangming Liu. Learning Domain-specific Representations for Multi-Domain Sentiment Classification. In Annual Conference of the North American Chapter of the Association for Computational Linguistics 2018 (NAACL).