Scholar
Panpan Xu
Google Scholar ID: 3xinL0EAAAAJ
Principal Applied Scientist, AWS AI/ML
Citations & Impact
Citations
1,725
H-index
17
i10-index
28
Publications
20
Co-authors
58
list available
Publications
Resume (English only)
Academic Achievements
- IEEE VIS 2021 (to appear): 'Human-in-the-loop Extraction of Interpretable Concepts in Deep Learning Models'
- IEEE VIS 2021 (to appear): 'Interactive Visual Pattern Search on Graph Data via Graph Representation Learning'
- IEEE TVCG (VAST 2019): 'ProtoSteer: Steering Deep Sequence Model with Prototypes'
- KDD 2019 (Oral, Research Track): 'Interpretable and Steerable Sequence Learning via Prototypes'
- IEEE TVCG (VAST 2018) Best Paper Award: 'TPFlow: Progressive Partition and Multidimensional Pattern Extraction for Large-Scale Spatio-Temporal Data Analysis'
- IEEE TVCG (VAST 2018): 'ViBR: Visualizing Bipartite Relations at Scale with the Minimum Description Length Principle'
- IEEE TVCG (VAST 2017): 'Sequence Synopsis: Optimize Visual Summary of Temporal Event Data'
- IEEE TVCG 2017: 'VisPubData.org: A Metadata Collection about IEEE Visualization (VIS) Publications'
- IEEE TVCG (VAST 2016) Best Paper Honorable Mention Award: 'ViDX: Visual Diagnostics of Assembly Line Performance in Smart Factories'
- IEEE PacificVis 2016: 'Interactive Visual Co-cluster Analysis of Bipartite Graphs'
- Authored or co-authored multiple publications in top-tier venues including IEEE TVCG, KDD, and IEEE VIS
