Guanhua Zhang
Institute for Visualisation and Interactive Systems, University of Stuttgart
+49 711 685 60152 Pfaffenwaldring 5a, 70569 Stuttgart, Germany University of Stuttgart, SimTech Building, Room 01.033 Google Scholar
Biography
Guanhua Zhang is a PhD student in the Perceptual User Interfaces group since September 2020 and in the International Max Planck Research School for Intelligent Systems (IMPRS-IS) since February 2021. She holds a Bachelor’s degree in Computer Science and Technology from Beijing University of Posts and Telecommunications and a Master’s degree in Computer Science and Technology from Tsinghua University. Her research interests include representation learning, user behaviour and intention modelling, and affective computing.
Teaching
- 2023
- Machine Perception and Learning (Tutor) (winter)Master
- 2022
- Machine Perception and Learning (Tutor) (summer)Master
- Machine Perception and Learning (Tutor) (winter)Master
- 2021
- Machine Learning and Computer Vision for HCI (Fachpraktikum)Master
- 2020
- Machine Learning Approaches to Understanding User Behavior (Hauptseminar)Master
- 2024
- Cross-Device Dataset Collection (M.Sc.) Kaiyang Zhu
- 2023
- Generalised Encoding for Mouse and Keyboard Data (B.Sc.) Manuel Schwartz
- Keyboard behaviour representation learning (HiWi Project) Jize Zhang
- 2022
- Mouse behaviour representation learning (HiWi Project) Yun Ye
- Gaze2Vec: Learning Embeddings from Camera-based Eye Tracking Data (M.Sc.) Nithyasree Pushpalatha
- Intent Prediction from Gaze during Text Formatting (HiWi Project) Xuefeng Hou
- 2021
- Multimodal Personality Synthesis on 3D Avatars (B.Sc.) Jiaxuan He
- Hyperdimensional Computing-based Prediction of Personality Traits Using Multimodal Data (InfoTech Project) Nithyasree Pushpalatha
- Group-Level Personality Analysis and Detection (M.Sc.) Anandavalli Veerasubramanian
- Cross-Device Dataset CollectionMaster/Bachelor
- Cross-Device Typing Behaviour GenerationMaster
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DisMouse: Disentangling Information from Mouse Movement Data
Proc. ACM Symposium on User Interface Software and Technology (UIST), pp. 1–13, 2024.
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Mouse2Vec: Learning Reusable Semantic Representations of Mouse Behaviour
Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 1–17, 2024.
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DiffGaze: A Diffusion Model for Continuous Gaze Sequence Generation on 360° Images
arXiv:2403.17477, pp. 1–13, 2024.
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Exploring Natural Language Processing Methods for Interactive Behaviour Modelling
Proc. IFIP TC13 Conference on Human-Computer Interaction (INTERACT), pp. 1–22, 2023.
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Predicting Next Actions and Latent Intents during Text Formatting
Proc. the CHI Workshop Computational Approaches for Understanding, Generating, and Adapting User Interfaces, pp. 1–6, 2022.
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SparseDGCNN: Recognizing Emotion from Multichannel EEG Signals
IEEE Transactions on Affective Computing (TAFFC), , pp. 1–12, 2021.
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MultiMediate: Multi-modal Group Behaviour Analysis for Artificial Mediation
Proc. ACM Multimedia (MM), pp. 4878–4882, 2021.