| 2026 | AAAI | Beyond Missing Data Imputation: Information-Theoretic Coupling of Missingness and Class Imbalance for Optimal Irregular Time Series Classification. | Xin Qin, Mengna Liu, Wenjie Wang, Shuxin Li, Tianjiao Li, Xiufeng Liu, Xu Cheng |
| 2025 | ACL | The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents. | Feiran Jia, Tong Wu, Xin Qin, Anna Cinzia Squicciarini |
| 2025 | ICRA | Multi-Scale Convolutional Networks with Class-Normalized Logit Clipping for Robust Sea State Estimation from Noisy Ship Motion Data. | Xin Qin, Mengna Liu, Xu Cheng, Xiufeng Liu, Fan Shi, Jianhua Zhang, Shengyong Chen |
| 2025 | SMC | Multi-modal Adaptive Synchronous Learning for Imbalanced Dermatosis Diagnosis. | Ziyu Dong, Shibo Zhang, Xiaodong Yang, Xin Qin |
| 2024 | CSCWD | Robust Classification of Incomplete Time Series with Noisy Labels. | Xin Qin, Pengshuai Yao, Mengna Liu, Xu Cheng, Fan Shi, Lili Guo |
| 2023 | FMCAD | Conformance Testing for Stochastic Cyber-Physical Systems. | Xin Qin, Navid Hashemi, Lars Lindemann, Jyotirmoy V. Deshmukh |
| 2023 | IJCNN | Time Series Adaptation Network for Sensor-Based Cross Domain Human Activity Recognition. | Shijie Wen, Yiqiang Chen, Yuan Ma, Shuai Guo, Yang Gu, Xin Qin, Piu Chan |
| 2023 | KDD | Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning. | Xin Qin, Jindong Wang, Shuo Ma, Wang Lu, Yongchun Zhu, Xing Xie, Yiqiang Chen |
| 2023 | MEMOCODE | Robust Testing for Cyber-Physical Systems using Reinforcement Learning. | Xin Qin, Nikos Archiga, Jyotirmoy Deshmukh, Andrew Best |
| 2021 | SEFM | Mining Shape Expressions with ShapeIt. | Ezio Bartocci, Jyotirmoy Deshmukh, Cristinel Mateis, Eleonora Nesterini, Dejan Nickovic, Xin Qin |
| 2019 | DATE | Specifying and Evaluating Quality Metrics for Vision-based Perception Systems. | Anand Balakrishnan, Aniruddh Gopinath Puranic, Xin Qin, Adel Dokhanchi, Jyotirmoy V. Deshmukh, Heni Ben Amor, Georgios Fainekos |
| 2019 | UIC | DrowsyDet: A Mobile Application for Real-time Driver Drowsiness Detection. | Chaohui Yu, Xin Qin, Yiqiang Chen, Jindong Wang, Chenchen Fan |
| 2019 | RV | Shape Expressions for Specifying and Extracting Signal Features. | Dejan Nickovic, Xin Qin, Thomas Ferrre, Cristinel Mateis, Jyotirmoy V. Deshmukh |