Medical Workflow Modeling Using Alignment-Guided State-Splitting HMM. - Sen Yang 002; Moliang Zhou; Shuhong Chen; Xin Dong 010; Omar Z. Ahmed; Randall S. Burd; Ivan Marsic (ICHI, 2017)

A Data-driven Process Recommender Framework. - Sen Yang 002; Xin Dong 010; Leilei Sun; Yichen Zhou; Richard A. Farneth; Hui Xiong 001; Randall S. Burd; Ivan Marsic (KDD, 2017)

Cross-Lingual Propagation for Deep Sentiment Analysis. - Xin Dong 010; Gerard de Melo (AAAI, 2018)

A Helping Hand: Transfer Learning for Deep Sentiment Analysis. - Xin Dong 010; Gerard de Melo (ACL (1), 2018)

Intention Mining in Medical Process: A Case Study in Trauma Resuscitation. - Sen Yang 002; Weiqing Ni; Xin Dong 010; Shuhong Chen; Richard A. Farneth; Aleksandra Sarcevic; Ivan Marsic; Randall S. Burd (ICHI, 2018)

A Robust Self-Learning Framework for Cross-Lingual Text Classification. - Xin Dong 010; Gerard de Melo (EMNLP/IJCNLP (1), 2019)

Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation. - Xin Dong 010; Jingchao Ni; Wei Cheng 002; Zhengzhang Chen; Bo Zong; Dongjin Song; Yanchi Liu; Haifeng Chen; Gerard de Melo (AAAI, 2020)

ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. - Zuohui Fu; Yikun Xian; Shijie Geng; Yingqiang Ge; Yuting Wang; Xin Dong 010; Guang Wang 001; Gerard de Melo (AAAI, 2020)

Domain-Specific Sentiment Lexicons Induced from Labeled Documents. - S. M. Mazharul Islam 001; Xin Dong 010; Gerard de Melo (COLING, 2020)

Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification. - Xin Dong 010; Yaxin Zhu; Yupeng Zhang; Zuohui Fu; Dongkuan Xu; Sen Yang 002; Gerard de Melo (SIGIR, 2020)

Multi-Task Recurrent Modular Networks. - Dongkuan Xu; Wei Cheng 002; Xin Dong 010; Bo Zong; Wenchao Yu; Jingchao Ni; Dongjin Song; Xuchao Zhang; Haifeng Chen; Xiang Zhang 001 (AAAI, 2021)

Data Augmentation with Adversarial Training for Cross-Lingual NLI. - Xin Dong 010; Yaxin Zhu; Zuohui Fu; Dongkuan Xu; Gerard de Melo (ACL/IJCNLP (1), 2021)

Temporal Event Reasoning Using Multi-source Auxiliary Learning Objectives. - Xin Dong 010; Tanay Kumar Saha; Ke Zhang 013; Joel R. Tetreault; Alejandro Jaimes; Gerard de Melo (ECIR (2), 2022)

Assessing Combinational Generalization of Language Models in Biased Scenarios. - Yanbo Fang; Zuohui Fu; Xin Dong 010; Yongfeng Zhang; Gerard de Melo (AACL/IJCNLP (2), 2022)

Instruction Semantics Enhanced Dual-Flow Graph Model for GPU Error Resilience Prediction. - Pengfei Yu; Jingjing Gu; Dazhong Shen; Xin Dong 010; Yang Liu 390; Hui Xiong 001 (KDD (1), 2025)