Dandan Ding
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Top co-authors
Research topics
Keywords
attention mechanism
(3)
point cloud compression
(2)
tokenization
(1)
temporal information
(1)
neural compression
(1)
image coding
(1)
rate distortion
(1)
feature aggregation
(1)
3d point cloud
(1)
quantization error
(1)
neural codec
(1)
compact representation
(1)
learned image compression
(1)
contextual clustering
(1)
lidar reflectance
(1)
geometry codec
(1)
decoding latency
(1)
lidar point cloud compression
(1)
clustering operation
(1)
real-time neural codec
(1)
Papers
Efficient LiDAR Reflectance Compression via Scanning Serialization
ICML 2025
RENO: Real-Time Neural Compression for 3D LiDAR Point Clouds
CVPR 2025
Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding
AAAI 2024
Encoding Auxiliary Information to Restore Compressed Point Cloud Geometry
IJCAI 2024
Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes
IJCAI 2024