Jinxin Liu

Sichuan University — China

Engineering · Physical Sciences

13h-index575citations57works1.02yr avg
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Research Topics

Autonomous Vehicle Technology and Safety(17), Reinforcement Learning in Robotics(12), Traffic and Road Safety(8), Natural Language Processing Techniques(7), Multimodal Machine Learning Applications(7)

Publications57 total

Nanozymes Based Biosensors for Detection of Biomarkers in Brain Diseases.
PubMed·2026
WebSeer: Training Deeper Search Agents through Reinforcement Learning with Self-Reflection
arXiv (Cornell University)·2025Open Access
The relationship between death and hospice care attitudes among nursing interns: a cross-sectional survey
BMC Nursing·2025Open Access
The Effect of “Online–Simulation–Bedside” Three‐Step Teaching Method in Team Cardiopulmonary Resuscitation Skills Training of Emergency Department and Critical Care Nursing Interns—An Analysis Based on Kirkpatrick Model
Journal of Nursing Management·2025· 2 citedOpen Access
Adaptive Decision-Making for Autonomous Vehicles: A Learning-Enhanced Game-Theoretic Approach in Interactive Environments
arXiv (Cornell University)·2024· 1 citedOpen Access
Deep Dict: Deep Learning-based Lossy Time Series Compressor for IoT Data
arXiv (Cornell University)·2024Open Access
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
arXiv (Cornell University)·2024Open Access
Dynamic Multi Teacher Knowledge Distillation for Semantic Parsing in Kbqa
SSRN Electronic Journal·2024Open Access
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
2024· 6 citedOpen Access
A dynamical clipping approach with task feedback for Proximal Policy Optimization
arXiv (Cornell University)·2023Open Access
General Optimal Trajectory Planning: Enabling Autonomous Vehicles with the Principle of Least Action
Engineering·2023· 28 citedOpen Access
Improving Offline-to-Online Reinforcement Learning with Q Conditioned State Entropy Exploration
arXiv (Cornell University)·2023Open Access
Passing‐yielding intention estimation during lane change conflict: A semantic‐based Bayesian inference method
IET Intelligent Transport Systems·2023· 5 citedOpen Access
CLUE: Calibrated Latent Guidance for Offline Reinforcement Learning
arXiv (Cornell University)·2023Open Access
Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning
arXiv (Cornell University)·2023· 2 citedOpen Access
Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction
arXiv (Cornell University)·2023Open Access
Behavior Proximal Policy Optimization
arXiv (Cornell University)·2023· 8 citedOpen Access
Interactive Pedestrian Crossing Behavior Prediction under the Explicit Communication of Intelligent Vehicles
Journal of Mechanical Engineering·2023Open Access
Topological Modeling and Analysis of Urban Rail Transit Safety Risk Relationship
Journal of Intelligent Management Decision·2022· 4 citedOpen Access
Intelligent Metal Welding Defect Detection Model on Improved FAST-PNN
Coatings·2022· 4 citedOpen Access
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Frequent Co-authors

Heye Huang(13), Jianqiang Wang(11), Keqiang Li(9), Hui Xiong(9), Yugong Luo(8), Zhihua Zhong(5), Tinghan Wang(5), Qiangxing Tian(5), Donglin Wang(5), Qing Xu(4), Yachen Kang(4), Donglin Wang(4), Lei Hou(4), Juanzi Li(4), Xunjia Zheng(3), Yibin Yang(3), Yingyuan Xiao(3), Wenguang Zheng(3), Zifeng Zhuang(3), Ji Qi(3)