| 2026 | FlAIRS | A Preliminary Empirical Study of Large Language Models for Grading Debugging Problems in Programming Education. | Qixiang Pang, Linrui Zhang, Belinda Copus, Shan Du |
| 2026 | FlAIRS | Comparative Study of Different Learning Paradigms for Zero-Shot Sentiment Analysis of the Low-Resource African Language Oromo. | Linrui Zhang, Qixiang Pang, Belinda Copus |
| 2025 | FlAIRS | Sentiment Analysis for the African Language Twi: Translation-based vs. End-to-End Approaches. | Linrui Zhang, Belinda Copus |
| 2025 | ICRA | Chemistry3D: Robotic Interaction Toolkit for Chemistry Experiments. | Shoujie Li, Yan Huang, Changqing Guo, Tong Wu, Jiawei Zhang, Linrui Zhang, Wenbo Ding |
| 2025 | IJCNN | DeepMF: Deep Motion Factorization for Closed-Loop Safety-Critical Driving Scenario Simulation. | Yizhe Li, Linrui Zhang, Bo Xia, Xueqian Wang, Houde Liu |
| 2025 | SMC | SafeSim: An Open-Source Platform for Safety-Critical Driving Scenario Simulation and Curriculum-based Adversarial Training. | Yizhe Li, Linrui Zhang, Jiuzhou Lin, Junlong Wu, Qi Yang, Han Zheng, Xueqian Wang, Houde Liu |
| 2024 | FlAIRS | What Matters in Irony Detection: An Extended Feature Engineering for Irony Detection in English Tweets. | Linrui Zhang, Qixiang Pang, Belinda Copus |
| 2024 | NLDB | Large-Scale Language Models for Sarcasm Detection with Data Augmentation. | Linrui Zhang, Belinda Copus |
| 2023 | AAAI | Evaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks. | Linrui Zhang, Qin Zhang, Li Shen, Bo Yuan, Xueqian Wang, Dacheng Tao |
| 2023 | CoRL | CAT: Closed-loop Adversarial Training for Safe End-to-End Driving. | Linrui Zhang, Zhenghao Peng, Quanyi Li, Bolei Zhou |
| 2023 | FlAIRS | A Study of Compressed Language Models in Social Media Domain. | Linrui Zhang, Belinda Copus |
| 2023 | SMC | EPO-S: A Constrained RL Method to Enhance UAV Safety with Spatial Representation. | Qin Zhang, Linrui Zhang, Zaihui Yang, Haoyu Wang, Xueqian Wang, Yongzhe Chang |
| 2022 | IJCAI | Penalized Proximal Policy Optimization for Safe Reinforcement Learning. | Linrui Zhang, Li Shen, Long Yang, Shixiang Chen, Xueqian Wang, Bo Yuan, Dacheng Tao |
| 2022 | IROS | Safety Correction from Baseline: Towards the Risk-aware Policy in Robotics via Dual-agent Reinforcement Learning. | Linrui Zhang, Zichen Yan, Li Shen, Shoujie Li, Xueqian Wang, Dacheng Tao |
| 2020 | LREC | Affect inTweets: A Transfer Learning Approach. | Linrui Zhang, Hsin-Lun Huang, Yang Yu, Dan Moldovan |
| 2019 | FlAIRS | Classification of Semantic Relations between Pairs of Nominals Using Transfer Learning. | Linrui Zhang, Dan Moldovan |
| 2018 | FlAIRS | Chinese Relation Classification via Convolutional Neural Networks. | Linrui Zhang, Dan Moldovan |
| 2018 | LREC | Chinese Relation Classification using Long Short Term Memory Networks. | Linrui Zhang, Dan Moldovan |