Xinyuan Liu
11 papers · 2022–2026 · 6 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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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π Conference Polyglot Β· Silver ποΈ Keyword Collector (60) π Renaissance Researcher (5)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(6)
Artificial Intelligence
(5)
Machine Learning
(5)
Analysis
(5)
Core AI
(5)
Deep Learning
(4)
Domain-Specific
(4)
Core Methods
(3)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Keywords
object detection
(2)
spherical image
(2)
contrastive learning
(1)
semantic segmentation
(1)
feature learning
(1)
sentiment analysis
(1)
oriented object detection
(1)
instance segmentation
(1)
model robustness
(1)
medical imaging
(1)
named entity recognition
(1)
lane detection
(1)
autonomous driving
(1)
adversarial training
(1)
gaussian splatting
(1)
text classification
(1)
reinforcement learning
(1)
medical image classification
(1)
multi-view learning
(1)
image classification
(1)
Papers
IQGS: Instance Query-based Gaussian Segmentation
AAAI 2026
MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation
ACL 2026
Neural-Augmented Kelvinlet for Real-Time Soft Tissue Deformation Modeling
AAAI 2026
TowerMind: A Tower Defence Game Learning Environment and Benchmark for LLM as Agents
AAAI 2026
Adversarial Learning Under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification
AAAI 2025
Rethinking Boundary Discontinuity Problem for Oriented Object Detection
CVPR 2024
TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes
NeurIPS 2024
Contrastive Label Enhancement
IJCAI 2023
Gaussian Label Distribution Learning for Spherical Image Object Detection
CVPR 2023
Sph2Pob: Boosting Object Detection on Spherical Images with Planar Oriented Boxes Methods
IJCAI 2023
Identifying Corporate Credit Risk Sentiments from Financial News
NAACL 2022