Multi-scale Two-way Deep Neural Network for Stock Trend Prediction. - Guang Liu 007; Yuzhao Mao; Qi Sun; Hailong Huang 003; Weiguo Gao; Xuan Li; Jianping Shen; Ruifan Li; Xiaojie Wang 006 (IJCAI, 2020)

A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification. - Guang Liu 007; Hailong Huang 003; Yuzhao Mao; Weiguo Gao; Xuan Li; Jianping Shen (DASFAA (2), 2021)

Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup. - Guang Liu 007; Yuzhao Mao; Hailong Huang 003; Weiguo Gao; Xuan Li (EMNLP (1), 2021)

PAI at SemEval-2023 Task 2: A Universal System for Named Entity Recognition with External Entity Information. - Long Ma; Kai Lu; Tianbo Che; Hailong Huang 003; Weiguo Gao; Xuan Li (SemEval@ACL, 2023)