Zhang, Guanhua

1. Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models
   2023/04/06 by Guanhua Zhang, Jiabao Ji, Zhang, Guanhua +9 · 9 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Medical Image Segmentation Techniques
2. Why Attentions May Not Be Interpretable?
   2020/06/10 by Bing Bai, Bai, Bing, Jian Liang +9 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
3. Robust Mixture-of-Expert Training for Convolutional Neural Networks
   2023/08/19 by Zhang, Yihua, Cai, Ruisi, Chen, Tianlong +6 · 7 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization
   2021/12/23 by Zhang, Yihua, Zhang, Guanhua, Khanduri, Prashant +3 · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Improving Diffusion Models for Scene Text Editing with Dual Encoders
   2023/04/12 by Ji, Jiabao, Zhang, Guanhua, Wang, Zhaowen +4 · 6 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Inherent Trade-Offs between Diversity and Stability in Multi-Task Benchmarks
   2024/05/02 by Guanhua Zhang, Moritz Hardt, Zhang, Guanhua +1 · 1 voice · 4 citations
   Computer Science · #Reinforcement Learning in Robotics #cs.LG
7. Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting
   2020/04/29 by Zhang, Guanhua, Bai, Bing, Zhang, Junqi +3 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
   2024/04/18 by Jiabao Ji, Ji, Jiabao, Bairu Hou +17 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
9. SummAct: Uncovering User Intentions Through Interactive Behaviour Summarisation
   2024/10/10 by Guanhua Zhang, Zhang, Guanhua, Mohamed Ahmed +5 · 4 citations
   Computer Science · #Advanced Text Analysis Techniques #Data Visualization and Analytics
10. How Benchmark Prediction from Fewer Data Misses the Mark
    2025/06/09 by Guanhua Zhang, Florian E. Dorner, Zhang, Guanhua +3 · 1 voice · 4 citations
    #cs.LG
11. DiffGaze: A Diffusion Model for Continuous Gaze Sequence Generation on 360° Images
    2024/03/26 by Chuhan Jiao, Yao Wang, Jiao, Chuhan +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Hand Gesture Recognition Systems #Human-Computer Interaction (cs.HC) #Video Surveillance and Tracking Methods
12. TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization
    2022/12/19 by Hou, Bairu, Jia, Jinghan, Zhang, Yihua +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. Exploring Natural Language Processing Methods for Interactive Behaviour Modelling
    2023/03/28 by Zhang, Guanhua, Bortoletto, Matteo, Hu, Zhiming +3 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
14. Train-before-Test Harmonizes Language Model Rankings
    2025/07/07 by Guanhua Zhang, Zhang, Guanhua, Ricardo Dominguez-Olmedo +3 · 4 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
15. Fairness Reprogramming
    2022/09/21 by Zhang, Guanhua, Zhang, Yihua, Zhang, Yang +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
16. HaHeAE: Learning Generalisable Joint Representations of Human Hand and Head Movements in Extended Reality
    2024/10/21 by Zhiming Hu, Guanhua Zhang, Hu, Zhiming +9 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Hand Gesture Recognition Systems #Human Pose and Action Recognition