| 2025 | CogSci | Prediction of Cognitive Impairment in Middle-aged and Elderly People: A Method Based on Granger Causality. | Siying Li, Linna Wang, Xinyu Guo, Haoyue Shi, Yuehang Ma, Xian Zhang, Ziliang Feng, Li Lu |
| 2025 | CogSci | Long-Term Cognitive Trajectory Prediction in a Chinese Cohort of Middle-Aged and Older Adults Using Causal Machine Learning. | Linna Wang, Xinyu Guo, Haoyue Shi, Ziliang Feng, Li Lu |
| 2024 | ECCV | Learning Anomalies with Normality Prior for Unsupervised Video Anomaly Detection. | Haoyue Shi, Le Wang, Sanping Zhou, Gang Hua, Wei Tang |
| 2022 | AAAI | Deep Clustering of Text Representations for Supervision-Free Probing of Syntax. | Vikram Gupta, Haoyue Shi, Kevin Gimpel, Mrinmaya Sachan |
| 2021 | ACL | Substructure Substitution: Structured Data Augmentation for NLP. | Haoyue Shi, Karen Livescu, Kevin Gimpel |
| 2021 | ACL | Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment. | Haoyue Shi, Luke Zettlemoyer, Sida I. Wang |
| 2020 | BMVC | Loss Functions for Person Image Generation. | Haoyue Shi, Le Wang, Wei Tang, Nanning Zheng, Gang Hua |
| 2020 | EMNLP | On the Role of Supervision in Unsupervised Constituency Parsing. | Haoyue Shi, Karen Livescu, Kevin Gimpel |
| 2019 | ACL | Visually Grounded Neural Syntax Acquisition. | Haoyue Shi, Jiayuan Mao, Kevin Gimpel, Karen Livescu |
| 2018 | COLING | Learning Visually-Grounded Semantics from Contrastive Adversarial Samples. | Haoyue Shi, Jiayuan Mao, Tete Xiao, Yuning Jiang, Jian Sun |
| 2018 | EMNLP | On Tree-Based Neural Sentence Modeling. | Haoyue Shi, Hao Zhou, Jiaze Chen, Lei Li |
| 2018 | LREC | Constructing High Quality Sense-specific Corpus and Word Embedding via Unsupervised Elimination of Pseudo Multi-sense. | Haoyue Shi, Xihao Wang, Yuqi Sun, Junfeng Hu |