Xinge ZHU
42 papers · 2017–2026 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (57) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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(16)
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(27)
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Prolific Year Β· Prolific
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Century Club Β· Bronze
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Renaissance Researcher
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Research topics
Computer Vision
(32)
Analysis
(29)
Domain-Specific
(18)
Deep Learning
(16)
Artificial Intelligence
(15)
Machine Learning
(14)
Core AI
(11)
Learning Types Β· Machine Learning
(10)
Learning Types Β· Deep Learning
(8)
Architectures
(6)
Application Areas
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Learning Paradigms
(4)
Processing
(3)
Robotics
(2)
Capabilities
(2)
Keywords
autonomous driving
(11)
point cloud
(11)
semantic segmentation
(10)
domain adaptation
(6)
knowledge distillation
(5)
multimodal learning
(5)
3d object detection
(5)
lidar segmentation
(4)
3d vision
(3)
sensor fusion
(3)
self-supervised learning
(3)
transfer learning
(3)
depth estimation
(3)
3d scene understanding
(2)
zero-shot learning
(2)
contrastive learning
(2)
action recognition
(2)
scene understanding
(2)
computer vision
(2)
feature alignment
(2)
Papers
ReMoGen: Real-time Human Interaction-to-Reaction Generation via Modular Learning from Diverse Data
CVPR 2026
Can LVLMs Obtain a Driverβs License? A Benchmark Towards Reliable AGI for Autonomous Driving
AAAI 2025
EvolvingGrasp: Evolutionary Grasp Generation via Efficient Preference Alignment
ICCV 2025
FreeCap: Hybrid Calibration-Free Motion Capture in Open Environments
AAAI 2025
ReAL-AD: Towards Human-Like Reasoning in End-to-End Autonomous Driving
ICCV 2025
A Unified Framework for Human-centric Point Cloud Video Understanding
CVPR 2024
HUNTER: Unsupervised Human-centric 3D Detection via Transferring Knowledge from Synthetic Instances to Real Scenes
CVPR 2024
Learning to Adapt SAM for Segmenting Cross-domain Point Clouds
ECCV 2024
OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries
NeurIPS 2024
TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation
CVPR 2024
WildRefer: 3D Object Localization in Large-scale Dynamic Scenes with Multi-modal Visual Data and Natural Language
ECCV 2024
CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection
AAAI 2023
CLIP2Scene: Towards Label-Efficient 3D Scene Understanding by CLIP
CVPR 2023
ContrastMotion: Self-supervised Scene Motion Learning for Large-Scale LiDAR Point Clouds
IJCAI 2023
Human-centric Scene Understanding for 3D Large-scale Scenarios
ICCV 2023
PARTNER: Level up the Polar Representation for LiDAR 3D Object Detection
ICCV 2023
Rethinking Range View Representation for LiDAR Segmentation
ICCV 2023
SCPNet: Semantic Scene Completion on Point Cloud
CVPR 2023
See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual Data
ICCV 2023
Towards Label-free Scene Understanding by Vision Foundation Models
NeurIPS 2023
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg Codebase
ICCV 2023
Efficient Point Cloud Analysis Using Hilbert Curve
ECCV 2022
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation
CVPR 2022
SIDE: Center-Based Stereo 3D Detector With Structure-Aware Instance Depth Estimation
WACV 2022
STCrowd: A Multimodal Dataset for Pedestrian Perception in Crowded Scenes
CVPR 2022
TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection With Transformers
CVPR 2022
AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching
CVPR 2021
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation
CVPR 2021
LiDAR-Based Panoptic Segmentation via Dynamic Shifting Network
CVPR 2021
Probabilistic and Geometric Depth: Detecting Objects in Perspective
CoRL 2021
AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points
ECCV 2020
Reconfigurable Voxels: A New Representation for LiDAR-Based Point Clouds
CoRL 2020
SelfVoxeLO: Self-supervised LiDAR Odometry with Voxel-based Deep Neural Networks
CoRL 2020
Tensor Low-Rank Reconstruction for Semantic Segmentation
ECCV 2020
Adapting Object Detectors via Selective Cross-Domain Alignment
CVPR 2019
Depth Completion From Sparse LiDAR Data With Depth-Normal Constraints
ICCV 2019
High Performance Gesture Recognition via Effective and Efficient Temporal Modeling
IJCAI 2019
Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection
CVPR 2019
TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents
AAAI 2019
Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation
ECCV 2018
Pose Guided Human Video Generation
ECCV 2018
Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition
IJCAI 2017