Seminar
Candidate Papers
For our lab seminar, I suggest selecting papers from "IEEE VIS", "IEEE PacificVis", "EuroVis" and related conferences. I also list (and keep updating) papers that look interesting in this PAGE.
schedule
Spring 2024
2024/04/19 [呂謙] - "ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language" IEEE Transactions on Visualization and Computer Graphics (2024). [PDF]
2024/03/22 [黃鉦翰] - "IDLat: An Importance-Driven Latent Generation Method for Scientific Data" IEEE Transactions on Visualization and Computer Graphics (2022). [PDF]
2024/03/08 [劉力文] - "Visualizing Large-Scale Spatial Time Series with GeoChron." IEEE Transactions on Visualization and Computer Graphics (2024). [PDF]
2024/03/01 [李美娉] - "Action-Evaluator: A Visualization Approach for Player Action Evaluation in Soccer" IEEE Transactions on Visualization and Computer Graphics (2024). [PDF]
2024/02/23 [黃瀚] - "CoordNet: Data Generation and Visualization Generation for Time-Varying Volumes via a Coordinate-Based Neural Network" IEEE Transactions on Visualization and Computer Graphics (2023). [PDF]
Autumn 2023
2024/01/26 [張珮甄] - "How Does Attention Work in Vision Transformers? A Visual Analytics Attempt." IEEE Transactions on Visualization and Computer Graphics (2023). [PDF]
2024/01/19 [李竣豪] - "SAMBAVis: Design Study of a Visual Analytics Tool for the Music Industry Powered by YouTube Comments" EuroVis (2020). [PDF]
2024/01/12 [李美娉] - "CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models " IEEE Transactions on Visualization and Computer Graphics (2023). [PDF]
2023/12/29 [蕭安隆] - "VideoPro: A Visual Analytics Approach for Interactive Video Programming" Computer Vision and Pattern Recognition. [PDF]
2023/12/15 [呂謙] - "HoopInSight: Analyzing and Comparing Basketball Shooting." IEEE Transactions on Visualization and Computer Graphics(2023). [PDF]
2023/11/24 [黃鉦翰] - "Guided Visual Analytics for Image Selection in Time and Space" IEEE Transactions on Visualization and Computer Graphics (2023). [PDF]
2023/11/17 [劉力文] - "MCC-Vis: Visual Analysis for City Regional Co-occurrence Pattern Based on Traffic Trajectory Data" 2022 the 5th International Conference on Pattern Recognition and Artificial Intelligence. [PDF]
2023/11/3 [黃瀚] - "AttentionViz: A Global View of Transformer Attention" IEEE Transactions on Visualization and Computer Graphics Early Access (2023). [PDF]
2023/10/27 [李竣豪] - "PlanningVis A Visual Analytics Approach to Production Planning in Smart Factories" IEEE Transactions on Visualization and Computer Graphics (2020). [PDF]
2023/10/13 [張珮甄] - "CNNPruner: Pruning Convolutional Neural Networks with Visual Analytics." IEEE Transactions on Visualization and Computer Graphics (2021). [PDF]
2023/09/01 [李美娉] - "GNNLens: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks."IEEE Transactions on Visualization and Computer Graphics (2023). [PDF]
2023/08/25 [蕭安隆] - "Sketch2Pose: Estimating a 3D Character Pose from a Bitmap Sketch." ACM Transaction of Graphics (2022). [PDF]
2022/08/18 [黃瀚] - "Perceptual Quality Assessment of Colored 3D Point Clouds." IEEE Transactions on Visualization and Computer Graphics (2023). [PDF]
2023/08/11 [張珮甄] - "Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework." IEEE Transactions on Visualization and Computer Graphics (2022). [PDF]
Spring 2023
2023/07/14 [李竣豪] - "ECoalVis Visual Analysis of Control Strategies in Coal-fired Power Plants." IEEE Transactions on Visualization and Computer Graphics (2023). [PDF]
2023/07/07 [李美娉] - "A Predictive Visual Analytics System for Studying Neurodegenerative Disease Based on DTI Fiber Tracts."IEEE CG&A (2023). [PDF]
2023/06/16 [蕭安隆] - "Dependence_Modeling_for_Multivariate_System_Reliability_Prediction." Annual Reliability and Maintainability Symposium (2021). [PDF]
2022/05/19 [黃瀚] - "EnConVis: A Unified Framework for Ensemble Contour Visualization." IEEE Transactions on Visualization and Computer Graphics (2023). [PDF]
2023/05/12 [張珮甄] - "USEVis: Visual analytics of attention-based neural embedding in information retrieval."Visual Informatics (2021). [PDF]
2023/05/05 [李竣豪] - "PromotionLens: Inspecting Promotion Strategies of Online E-commerce via Visual Analytics." IEEE Transactions on Visualization and Computer Graphics (2023). [PDF]
2023/04/07 [李美娉] - "Feature Learning for Nonlinear Dimensionality Reduction toward Maximal Extraction of Hidden Patterns."IEEE PacificVis (2023). [PDF]
2023/03/31 [蕭安隆] - "Regional assessment of climate potential productivity of terrestrial ecosystems and its responses to climate change over China from 1980-2018." IEEE Access 8 (2020): 11138-11151. [PDF]
2022/03/17 [黃瀚] - "Real-Time Visualization of Large-Scale Geological Models with Nonlinear Feature-Preserving Levels of Detail." IEEE Transactions on Visualization and Computer Graphics (2021). [PDF]
2023/03/10 [張珮甄] - "MedChemLens: An Interactive Visual Tool to Support Direction Selection in Interdisciplinary Experimental Research of Medicinal Chemistry." IEEE Transactions on Visualization and Computer Graphics 29.1 (2022): 63-73. [PDF]
2023/03/03 [李竣豪] - "CohortVA: A Visual Analytic System for Interactive Exploration of Cohorts based on Historical Data." IEEE Transactions on Visualization and Computer Graphics 29.1 (2022): 756-766. [PDF]
2023/02/17 [李美娉] - "Leaning-based interfaces improve ground-based VR locomotion in reach-the-target, follow-the-path, and racing tasks." IEEE Transactions on Visualization and Computer Graphics (2021). [PDF]
2023/02/10 [蕭安隆] - "Visinity: Visual Spatial Neighborhood Analysis for Multiplexed Tissue Imaging Data." IEEE transactions on visualization and computer graphics (2023). [PDF]
Autumn 2022
2023/01/13 [楊千艎] - Tovanich, Natkamon, et al. "MiningVis: visual analytics of the Bitcoin mining economy." IEEE Transactions on Visualization and Computer Graphics 28.1 (2021): 868-878. [PDF] (#Eng. Presentation)
2023/01/06 [王昱琳] - "TRAFFICVIS: visualizing organized activity and spatio-temporal patterns for detecting and labeling human trafficking." IEEE transactions on visualization and computer graphics (2023). [PDF] (#Eng. Presentation)
2022/12/30 [張榕宸] - "The effect of alignment on people's ability to judge event sequence similarity." IEEE Transactions on Visualization and Computer Graphics 28.9 (2021): 3070-3081. [PDF] (#Eng. Presentation)
2022/12/23 [江家浩] - Yuan, Lin-Ping, et al. "Deep colormap extraction from visualizations." IEEE transactions on visualization and computer graphics 28.12 (2021): 4048-4060. [PDF] (#Eng. Presentation)
2022/12/16 [劉力文] - Khanmohammadi, Sadegh, et al. "Prediction of wildfire rate of spread in grasslands using machine learning methods." Environmental Modelling & Software 156 (2022): 105507. [PDF]
2022/11/25 [黃瀚] - "Developing virtual reality visualizations for unsteady flow analysis of dinosaur track formation using scientific sketching." IEEE transactions on visualization and computer graphics 25.5 (2019): 2145-2154. [PDF]