Xin Lai
14 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (28)
π§¬
Topic Evolution
π€
Dynamic Duo
(10)
ποΈ
Keyword Collector
(66)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Computer Vision
(8)
Machine Learning
(8)
Analysis
(7)
Deep Learning
(6)
Artificial Intelligence
(5)
Learning Types Β· Deep Learning
(4)
Application Areas
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Core Methods
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Keywords
semantic segmentation
(5)
attention mechanism
(3)
semi-supervised learning
(2)
context-aware learning
(2)
sparse attention
(2)
computational efficiency
(2)
contrastive learning
(2)
domain generalization
(1)
multimodal learning
(1)
few-shot learning
(1)
matrix completion
(1)
feature distribution
(1)
point cloud
(1)
3d vision
(1)
model pruning
(1)
prototype learning
(1)
feature representation
(1)
context modeling
(1)
object detection
(1)
image segmentation
(1)
Papers
Making Every Head Count: Sparse Attention Without the Speed-Performance Trade-off
AAAI 2026
Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models
AAAI 2026
Multi-Label Ranking Loss Minimization for Matrix Completion
AAAI 2025
VidEvo: Evolving Video Editing through Exhaustive Temporal Modeling
IJCAI 2025
LISA: Reasoning Segmentation via Large Language Model
CVPR 2024
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
ICLR 2024
Learning Context-Aware Classifier for Semantic Segmentation
AAAI 2023
Mask-Attention-Free Transformer for 3D Instance Segmentation
ICCV 2023
Spherical Transformer for LiDAR-Based 3D Recognition
CVPR 2023
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation
ECCV 2022
Generalized Few-Shot Semantic Segmentation
CVPR 2022
Stratified Transformer for 3D Point Cloud Segmentation
CVPR 2022
Guided Point Contrastive Learning for Semi-Supervised Point Cloud Semantic Segmentation
ICCV 2021
Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency
CVPR 2021