Jianyun Xu
7 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (5) π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (4)
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
π
Keyword Champion
(2)
π
Trend Setter
Conferences
ICCV (3)
AAAI (2)
CVPR (1)
ECCV (1)
Top co-authors
Research topics
Keywords
point cloud
(4)
autonomous driving
(2)
lidar processing
(2)
semantic segmentation
(2)
bipartite matching
(1)
object tracking
(1)
instance segmentation
(1)
promptable segmentation
(1)
gram matrix
(1)
3d object classification
(1)
foundation model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
3d gaussian splatting
(1)
temporal consistency
(1)
transformer decoder
(1)
lidar point cloud
(1)
camera-lidar fusion
(1)
panoptic segmentation
(1)
occupancy prediction
(1)
Papers
GUIDE: Gaussian Unified Instance Detection for Enhanced Obstacle Perception in Autonomous Driving
AAAI 2026
SAM4D: Segment Anything in Camera and LiDAR Streams
ICCV 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning
CVPR 2025
PUPS: Point Cloud Unified Panoptic Segmentation
AAAI 2023
INT: Towards Infinite-Frames 3D Detection with an Efficient Framework
ECCV 2022
SGMNet: Learning Rotation-Invariant Point Cloud Representations via Sorted Gram Matrix
ICCV 2021
RPVNet: A Deep and Efficient Range-Point-Voxel Fusion Network for LiDAR Point Cloud Segmentation
ICCV 2021