| 2025 | DASFAA | DRENet: A Dual-Branch Road Extraction Network for Enhanced Connectivity. | Yao Yang, Pingfu Chao, Qiao Kun, Junhua Fang |
| 2025 | EMNLP | Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models. | Zesen Lyu, Dandan Zhang, Wei Ye, Fangdi Li, Zhihang Jiang, Yao Yang |
| 2025 | IJCNN | Enhancing the "Immunity" of Mixture-of-Experts Networks for Adversarial Defense. | Qiao Han, Yong Huang, Xinling Guo, Yiteng Zhai, Yu Qin, Yao Yang |
| 2024 | AAAI | Adaptive Meta-Learning Probabilistic Inference Framework for Long Sequence Prediction. | Jianping Zhu, Xin Guo, Yang Chen, Yao Yang, Wenbo Li, Bo Jin, Fei Wu |
| 2024 | CoDIT | Enhancing Predictive Analytics in Semiconductor Manufacturing: A Deep Learning Approach for Overall Equipment Efficiency Estimation. | Filippo Boni, Riccardo De Monte, Yao Yang, Natalie Gentner, Joon Khim Low, Gian Antonio Susto |
| 2024 | CSCWD | Point-Correlate Adversarial Transformer for Unsupervised Multivariate Time Series Anomaly Detection. | Huan Li, Xiangjie Kong, Guojiang Shen, Xiaoran Yan, Yao Yang, Mario Collotta |
| 2024 | IJCAI | BlockEcho: Retaining Long-Range Dependencies for Imputing Block-Wise Missing Data. | Qiao Han, Mingqian Li, Yao Yang, Yiteng Zhai |
| 2024 | IJCAI | CMACE: CMAES-based Counterfactual Explanations for Black-box Models. | Xudong Yin, Yao Yang |
| 2023 | CIKM | Class-Specific Word Sense Aware Topic Modeling via Soft Orthogonalized Topics. | Wenbo Li, Yao Yang, Einoshin Suzuki |
| 2023 | CIKM | Decentralized Graph Neural Network for Privacy-Preserving Recommendation. | Xiaolin Zheng, Zhongyu Wang, Chaochao Chen, Jiashu Qian, Yao Yang |
| 2023 | INDIN | Predictive Maintenance in the Industry: A Comparative Study on Deep Learning-based Remaining Useful Life Estimation. | Luciano Lorenti, Davide Dalle Pezze, Jacopo Andreoli, Chiara Masiero, Natalie Gentner, Yao Yang, Gian Antonio Susto |
| 2022 | SIGIR | CTnoCVR: A Novelty Auxiliary Task Making the Lower-CTR-Higher-CVR Upper. | Dandan Zhang, Haotian Wu, Guanqi Zeng, Yao Yang, Weijiang Qiu, Yujie Chen, Haoyuan Hu |
| 2021 | WSC | A Scalable Deep Learning-Based Approach for Anomaly Detection in Semiconductor Manufacturing. | Simone Tedesco, Gian Antonio Susto, Natalie Gentner, Andreas Kyek, Yao Yang |
| 2020 | PAKDD | Learning Discriminative Neural Sentiment Units for Semi-supervised Target-Level Sentiment Classification. | Jingjing Zhao, Yao Yang, Guansong Pang, Lei Lv, Hong Shang, Zhongqian Sun, Wei Yang |
| 2020 | WSC | Interpretable Anomaly Detection for Knowledge Discovery in Semiconductor Manufacturing. | Mattia Carletti, Marco Maggipinto, Alessandro Beghi, Gian Antonio Susto, Natalie Gentner, Yao Yang, Andreas Kyek |
| 2020 | WSC | Enhancing Scalability of Virtual Metrology: A Deep Learning-Based Approach for Domain Adaptation. | Natalie Gentner, Andreas Kyek, Yao Yang, Mattia Carletti, Gian Antonio Susto |
| 2019 | IJCAI | Triplet Enhanced AutoEncoder: Model-free Discriminative Network Embedding. | Yao Yang, Haoran Chen, Junming Shao |
| 2019 | UIC | A Scoring Method for Driving Safety Credit Using Trajectory Data. | Wenfu Wang, Yao Yang, An Chen, Zhijie Pan |
| 2015 | APWEB | Hashing Multi-Instance Data from Bag and Instance Level. | Yao Yang, Xin-Shun Xu, Xiaolin Wang, Shanqing Guo, Lizhen Cui |
| 2013 | UIC | Social Activity Recognition and Recommendation Based on Mobile Sound Sensing. | Yao Yang, Bin Guo, Zhiwen Yu, Huilei He |