Qu, Xinghua

1. Large Language Models as Evolutionary Optimizers
   2023/10/29 by Shengcai Liu, Caishun Chen, Liu, Shengcai +7 · 25 citations
   Computer Science · #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems
2. You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs
   2024/03/19 by Yihong Luo, Xiaolong Chen, Luo, Yihong +4 · 4 citations
   Computer Science · #Handwritten Text Recognition Techniques
3. Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective
   2022/08/15 by Pengfei Wei, Lingdong Kong, Wei, Pengfei +10 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
4. Adversary Agnostic Robust Deep Reinforcement Learning
   2020/08/14 by Xinghua Qu, Yew-Soon Ong, Qu, Xinghua +5 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
5. Policy Resilience to Environment Poisoning Attacks on Reinforcement Learning
   2023/04/24 by Hang Xu, Xinghua Qu, Xu, Hang +3 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Security and Resilience
6. Enhancing Adversarial Robustness via Uncertainty-Aware Distributional Adversarial Training
   2024/11/05 by Dong, Junhao, Qu, Xinghua, Wang, Z. Jane +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. ParaS2S: Benchmarking and Aligning Spoken Language Models for Paralinguistic-aware Speech-to-Speech Interaction
   2025/11/11 by Yang, Shu-wen, Tu, Ming, Liu, Andy T. +5 · 1 citation
   #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering