Qingyu Ren

Xiamen University — China

Engineering · Physical Sciences

3h-index19citations16works0.82yr avg
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Research Topics

UAV Applications and Optimization(3), Topic Modeling(2), Mathematics Education and Teaching Techniques(2), Natural Language Processing Techniques(2), Distributed Control Multi-Agent Systems(2)

Publications16 total

Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning
arXiv (Cornell University)·2025Open Access
A Two-Stage GNN for Joint UAV Positioning and Relay Routing
2025
PETformer: Prototype-Enhanced Transformer with Multi-Scale Convolution Attention for Multivariate Time Series Anomaly Detection
2025
Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following
arXiv (Cornell University)·2025Open Access
UAV Swarm Network Topology Self-Healing via Graph-Based Deep Reinforcement Learning
2025· 3 cited
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
arXiv (Cornell University)·2025Open Access
Collaborative multi-target-tracking via graph-based deep reinforcement learning in UAV swarm networks
Ad Hoc Networks·2025· 4 cited
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
arXiv (Cornell University)·2025Open Access
Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning
2025Open Access
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
2025Open Access
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
2025Open Access
VRMAN: Variational Refined Multi-Head Attention Network for Intrusion Detection
2024· 2 cited
Lyapunov-Based Network Slicing and Resource Optimization in Air-Ground Integrated Networks
2024· 1 cited
A video processing and machine learning based method for evaluating safety-critical operator engagement in a motorway control room
Ergonomics·2023· 4 citedOpen Access
A Framework for Generic Object Recognition with Bayesian Networks
International Journal of Computers and Applications·2005· 5 cited
A Framework for Generic Object Recognition with Bayesian Networks
International Journal of Computers and Applications·2005

Frequent Co-authors

Jie Zeng(5), Jiaqing Liang(5), Weikang Zhou(5), Qianyu He(4), Z. J. Sun(4), Yuanyu Wang(3), Yuliang Tang(3), F. Richard Yu(3), Yanghua Xiao(3), Jingyong Liang(2), Yu Dai(2), Wenhui Ye(2), Xiang Wang(2), Yuliang Tang(2), Han Liu(2), Shaozi Li(2), Qianxi He(2), Lei Shi(2), Xuhong Wang(2), Yingchun Wang(2)