Xinran Liu
15 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (26) π Triple Crown π Grand Slam
ποΈ
Keyword Collector
(72)
β‘
Prolific Year Β· Productive
π
Trend Setter
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(8)
Computer Vision
(7)
Domain-Specific
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Analysis
(4)
Core AI
(4)
Mathematics & Optimization
(3)
Application Areas Β· Machine Learning
(3)
Core Methods
(3)
Mathematics
(3)
Optimization & Theory
(3)
Architectures
(2)
Optimization
(2)
Application Areas Β· Deep Learning
(1)
Keywords
autonomous driving
(4)
optimal transport
(4)
sliced wasserstein distance
(3)
gradient flow
(2)
probability measure
(2)
benchmark dataset
(2)
embedding
(1)
scene understanding
(1)
transfer learning
(1)
visual object tracking
(1)
multimodal learning
(1)
self-supervised learning
(1)
graph representation
(1)
deep learning
(1)
computational photography
(1)
shape matching
(1)
video tracking
(1)
image denoising
(1)
locality sensitive hashing
(1)
embedding learning
(1)
Papers
Persistent Autoregressive Mapping with Traffic Rules for Autonomous Driving
AAAI 2026
Policy Search, Retrieval, and Composition via Task Similarity in Collaborative Agentic Systems
AAAI 2026
PriorDrive: Enhancing Online HD Mapping with Unified Vector Priors
AAAI 2026
Driving by the Rules: A Benchmark for Integrating Traffic Sign Regulations into Vectorized HD Map
CVPR 2025
ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans
ICML 2025
Expected Sliced Transport Plans
ICLR 2025
Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data
ICLR 2025
Partial Gromov-Wasserstein Metric
ICLR 2025
SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions
ICCV 2025
LCOT: Linear Circular Optimal Transport
ICLR 2024
SLoSH: Set Locality Sensitive Hashing via Sliced-Wasserstein Embeddings
WACV 2024
Stereographic Spherical Sliced Wasserstein Distances
ICML 2024
VastTrack: Vast Category Visual Object Tracking
NeurIPS 2024
PlanarTrack: A Large-scale Challenging Benchmark for Planar Object Tracking
ICCV 2023
Towards General Low-Light Raw Noise Synthesis and Modeling
ICCV 2023