Xinyi Le
9 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (25) 🧬 Topic Evolution
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Unstoppable · Bronze
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Keyword Collector
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Research topics
Artificial Intelligence
(4)
Computer Vision
(4)
Deep Learning
(4)
Machine Learning
(4)
Analysis
(4)
Learning Types · Machine Learning
(4)
Core AI
(3)
Learning Types · Deep Learning
(3)
Natural Language Processing
(2)
Applications
(2)
Core Methods
(2)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
large language model
(2)
few-shot learning
(1)
document information extraction
(1)
image restoration
(1)
anomaly detection
(1)
feature extraction
(1)
text classification
(1)
hierarchical learning
(1)
object detection
(1)
self-supervised learning
(1)
attention mechanism
(1)
in-context learning
(1)
information extraction
(1)
multimodal learning
(1)
model selection
(1)
multi-label classification
(1)
point cloud
(1)
dynamic routing
(1)
deep learning
(1)
benchmark evaluation
(1)
Papers
RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents
ACL 2026
CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs
AAAI 2025
SAIL: Sample-Centric In-Context Learning for Document Information Extraction
AAAI 2025
GTA: A Benchmark for General Tool Agents
NeurIPS 2024
Adaptive Hinge Balance Loss for Document-Level Relation Extraction
EMNLP 2023
Few-Shot Object Counting With Similarity-Aware Feature Enhancement
WACV 2023
A Unified Model for Multi-class Anomaly Detection
NeurIPS 2022
Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
CVPR 2022
PF-Net: Point Fractal Network for 3D Point Cloud Completion
CVPR 2020