Yikang LI
30 papers · 2017–2025 · 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 (47) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π¬
Deep Specialist
(10)
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Grand Slam
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Century Club Β· Bronze
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Trend Setter
π
Conference Pioneer
ποΈ
Keyword Collector
(113)
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Prolific Year Β· Prolific
Top co-authors
Research topics
Computer Vision
(19)
Analysis
(15)
Deep Learning
(12)
Machine Learning
(12)
Domain-Specific
(10)
Learning Types Β· Deep Learning
(7)
Learning Types Β· Machine Learning
(6)
Architectures
(5)
Artificial Intelligence
(4)
Application Areas
(4)
Core Methods
(4)
Optimization & Theory
(4)
Techniques
(4)
Core AI
(3)
Processing
(3)
Keywords
point cloud
(9)
autonomous driving
(7)
3d object detection
(5)
multimodal learning
(4)
semantic segmentation
(3)
3d vision
(3)
representation learning
(2)
image generation
(2)
range view
(2)
convolutional neural network
(2)
equivariant network
(2)
knowledge distillation
(2)
object detection
(2)
lidar segmentation
(2)
scene understanding
(1)
domain adaptation
(1)
transfer learning
(1)
domain generalization
(1)
semi-supervised learning
(1)
network architecture
(1)
Papers
Affine Steerable Equivariant Layer for Canonicalization of Neural Networks
ICLR 2025
Explicit Discovery of Nonlinear Symmetries from Dynamic Data
ICML 2025
High-Rank Irreducible Cartesian Tensor Decomposition and Bases of Equivariant Spaces
JMLR 2025
Affine Equivariant Networks Based on Differential Invariants
CVPR 2024
AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset
NeurIPS 2023
Bi3D: Bi-Domain Active Learning for Cross-Domain 3D Object Detection
CVPR 2023
Catch Missing Details: Image Reconstruction With Frequency Augmented Variational Autoencoder
CVPR 2023
CLIP2Scene: Towards Label-Efficient 3D Scene Understanding by CLIP
CVPR 2023
DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point Clouds
ICCV 2023
LoGoNet: Towards Accurate 3D Object Detection With Local-to-Global Cross-Modal Fusion
CVPR 2023
LWSIS: LiDAR-Guided Weakly Supervised Instance Segmentation for Autonomous Driving
AAAI 2023
Optimizing the Placement of Roadside LiDARs for Autonomous Driving
ICCV 2023
RangePerception: Taming LiDAR Range View for Efficient and Accurate 3D Object Detection
NeurIPS 2023
Rethinking Range View Representation for LiDAR Segmentation
ICCV 2023
SCPNet: Semantic Scene Completion on Point Cloud
CVPR 2023
Uni3D: A Unified Baseline for Multi-Dataset 3D Object Detection
CVPR 2023
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg Codebase
ICCV 2023
b-DARTS: Beta-Decay Regularization for Differentiable Architecture Search
CVPR 2022
Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection
ECCV 2022
L-Tracing: Fast Light Visibility Estimation on Neural Surfaces by Sphere Tracing
ECCV 2022
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation
CVPR 2022
Deep Learning of Determinantal Point Processes via Proper Spectral Sub-gradient
ICLR 2020
RhyRNN: Rhythmic RNN for Recognizing Events in Long and Complex Videos
ECCV 2020
PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph
NeurIPS 2019
Perceive Where to Focus: Learning Visibility-Aware Part-Level Features for Partial Person Re-Identification
CVPR 2019
Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation
ECCV 2018
Question-Guided Hybrid Convolution for Visual Question Answering
ECCV 2018
Visual Question Generation as Dual Task of Visual Question Answering
CVPR 2018
Scene Graph Generation From Objects, Phrases and Region Captions
ICCV 2017
ViP-CNN: Visual Phrase Guided Convolutional Neural Network
CVPR 2017