Jiaxin Liu
12 papers · 2024–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (41) π Century Club Β· Bronze π Renaissance Researcher (5)
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Artificial Intelligence
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Machine Learning
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Core AI
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Deep Learning
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Natural Language Processing
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Architectures
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Computer Science
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Computer Vision
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Applications
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Domain-Specific
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Optimization & Theory
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Reinforcement Learning
(1)
Keywords
large language model
(3)
depth estimation
(2)
stereo matching
(2)
multi-agent system
(2)
cost aggregation
(2)
named entity recognition
(2)
natural language inference
(1)
direct preference optimization
(1)
bayesian inference
(1)
semantic parsing
(1)
preference optimization
(1)
attribute extraction
(1)
text representation
(1)
autonomous driving
(1)
closed-form solution
(1)
uncertainty quantification
(1)
sql generation
(1)
temporal reasoning
(1)
weak supervision
(1)
in-context learning
(1)
Papers
Fair Algorithms with Probing for Multi-Agent Multi-Armed Bandits
AAAI 2026
Generalized Geometry Encoding Volume for Real-time Stereo Matching
AAAI 2026
ReasonAct: Progressive Training for Fine-Grained Video Reasoning in Small Models
AAAI 2026
Unleashing VLA Potentials in Autonomous Driving via Explicit Learning from Failures
CVPR 2026
BANet: Bilateral Aggregation Network for Mobile Stereo Matching
ICCV 2025
Evaluating and Aligning Human Economic Risk Preferences in LLMs
EMNLP 2025
MoFRR: Mixture of Diffusion Models for Face Retouching Restoration
ICCV 2025
SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration
AAAI 2025
Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives
NAACL 2024
Explicit Attribute Extraction in e-Commerce Search
COLING 2024
GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization
ACL 2024
Linear Uncertainty Quantification of Graphical Model Inference
NeurIPS 2024