Chinese Relation Classification via Convolutional Neural Networks. - Linrui Zhang; Dan Moldovan (FLAIRS, 2018)

Chinese Relation Classification using Long Short Term Memory Networks. - Linrui Zhang; Dan Moldovan (LREC, 2018)

Classification of Semantic Relations between Pairs of Nominals Using Transfer Learning. - Linrui Zhang; Dan Moldovan (FLAIRS, 2019)

Affect inTweets: A Transfer Learning Approach. - Linrui Zhang; Hsin-Lun Huang; Yang Yu; Dan Moldovan (LREC, 2020)

Research on Aerodynamic Drag Coefficient of Double-Track Rocket Sled. - Jun Xiao; Wei-wei Zhang; Qiang Geng; Qiang Xue; Linrui Zhang; Biao Guo (EITCE, 2021)

Design of Brake Scheme of Double Track Sled Rocket sled. - Jun Xiao; Wei-wei Zhang; Qiang Geng; Qiang Xue; Xu-guang Zhang; Linrui Zhang (EITCE, 2021)

Evaluation of Uncertainty in Rocket Sled Velocity Measurement Based on Hall Effect Sensor. - Wei-wei Zhang; Jun Xiao; Qiang Geng; Qiang Xue; Linrui Zhang; Biao Guo (EITCE, 2021)

Design and Application of Rocket Sled Test Equipment. - Jun Xiao; Linrui Zhang; Qiang Xue; Qiang Geng (EITCE, 2022)

Penalized Proximal Policy Optimization for Safe Reinforcement Learning. - Linrui Zhang; Li Shen 008; Long Yang 004; Shixiang Chen; Xueqian Wang 001; Bo Yuan 003; Dacheng Tao (IJCAI, 2022)

Safety Correction from Baseline: Towards the Risk-aware Policy in Robotics via Dual-agent Reinforcement Learning. - Linrui Zhang; Zichen Yan; Li Shen 008; Shoujie Li; Xueqian Wang 001; Dacheng Tao (IROS, 2022)

Constrained Update Projection Approach to Safe Policy Optimization. - Long Yang 004; Jiaming Ji; Juntao Dai; Linrui Zhang; Binbin Zhou; Pengfei Li 005; Yaodong Yang 001; Gang Pan 001 (NeurIPS, 2022)

SafeRL-Kit: Evaluating Efficient Reinforcement Learning Methods for Safe Autonomous Driving. - Linrui Zhang; Qin Zhang; Li Shen 008; Bo Yuan 003; Xueqian Wang 001 (CoRR, 2022)

Evaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks. - Linrui Zhang; Qin Zhang; Li Shen 008; Bo Yuan 003; Xueqian Wang 001; Dacheng Tao (AAAI, 2023)

CAT: Closed-loop Adversarial Training for Safe End-to-End Driving. - Linrui Zhang; Zhenghao Peng; Quanyi Li; Bolei Zhou (CoRL, 2023)

A Study of Compressed Language Models in Social Media Domain. - Linrui Zhang; Belinda Copus (FLAIRS, 2023)

Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning. - Guozheng Ma; Linrui Zhang; Haoyu Wang 003; Lu Li; Zilin Wang; Zhen Wang 030; Li Shen 008; Xueqian Wang 001; Dacheng Tao (NeurIPS, 2023)

EPO-S: A Constrained RL Method to Enhance UAV Safety with Spatial Representation. - Qin Zhang; Linrui Zhang; Zaihui Yang; Haoyu Wang 003; Xueqian Wang 001; Yongzhe Chang (SMC, 2023)

SaFormer: A Conditional Sequence Modeling Approach to Offline Safe Reinforcement Learning. - Qin Zhang; Linrui Zhang; Haoran Xu; Li Shen 008; Bowen Wang; Yongzhe Chang; Xueqian Wang 001; Bo Yuan 003; Dacheng Tao (CoRR, 2023)

DiffCPS: Diffusion Model based Constrained Policy Search for Offline Reinforcement Learning. - Longxiang He; Linrui Zhang; Junbo Tan; Xueqian Wang 001 (CoRR, 2023)

What Matters in Irony Detection: An Extended Feature Engineering for Irony Detection in English Tweets. - Linrui Zhang; Qixiang Pang; Belinda Copus (FLAIRS, 2024)

Large-Scale Language Models for Sarcasm Detection with Data Augmentation. - Linrui Zhang; Belinda Copus (NLDB (2), 2024)

A Multi-Agent Behaviour Generation Algorithm Framework Used for Flexible Historical State Lengths. - Chen Zhong; Linrui Zhang; Bo Xia; Yongzhe Chang; Xueqian Wang 001 (ROBIO, 2024)

Chemistry3D: Robotic Interaction Benchmark for Chemistry Experiments. - Shoujie Li; Yan Huang; Changqing Guo; Tong Wu; Jiawei Zhang 012; Linrui Zhang; Wenbo Ding 001 (CoRR, 2024)

DeepMF: Deep Motion Factorization for Closed-Loop Safety-Critical Driving Scenario Simulation. - Yizhe Li; Linrui Zhang; Xueqian Wang 001; Houde Liu; Bin Liang 001 (CoRR, 2024)

Sentiment Analysis for the African Language Twi: Translation-based vs. End-to-End Approaches. - Linrui Zhang; Belinda Copus (FLAIRS, 2025)

Are Large Language Models Really Robust to Word-Level Perturbations? - Haoyu Wang 003; Guozheng Ma; Cong Yu 018; Ning Gui; Linrui Zhang; Zhiqi Huang 005; Suwei Ma; Yongzhe Chang; Sen Zhang 006; Li Shen 008; Xueqian Wang 001; Peilin Zhao; et al. (Trans. Mach. Learn. Res., 2025)