Wenqian Ye
10 papers · 2023–2026 · 8 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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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (52)
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Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(6)
Deep Learning
(4)
Application Areas
(4)
Computer Vision
(3)
Core Methods
(3)
Domain-Specific
(3)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(2)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Keywords
autonomous driving
(4)
spurious bia
(3)
vision-language model
(2)
spurious correlation
(2)
question answering
(1)
multimodal learning
(1)
domain adaptation
(1)
instruction following
(1)
scene understanding
(1)
natural language understanding
(1)
model adaptation
(1)
parameter efficient
(1)
optimistic exploration
(1)
human feedback
(1)
generalization capability
(1)
bias mitigation
(1)
generalized linear model
(1)
foundation model
(1)
code generation
(1)
robustness
(1)
Papers
SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias
AAAI 2026
NeuronTune: Towards Self-Guided Spurious Bias Mitigation
ICML 2025
ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models
IJCAI 2025
Benchmarking Spurious Bias in Few-Shot Image Classifiers
ECCV 2024
LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs
CVPR 2024
Learning Autonomous Driving Tasks via Human Feedbacks with Large Language Models
EMNLP 2024
Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation
IJCAI 2024
MACP: Efficient Model Adaptation for Cooperative Perception
WACV 2024
MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding
CVPR 2024
Mitigating Transformer Overconfidence via Lipschitz Regularization
UAI 2023