fangrui lv
9 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
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AAAI (3)
CVPR (2)
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EMNLP (1)
ICCV (1)
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Keywords
large language model
(3)
domain adaptation
(2)
domain generalization
(2)
adversarial learning
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out-of-distribution generalization
(2)
target domain
(1)
unsupervised domain adaptation
(1)
representation learning
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visual reasoning
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gradient-based optimization
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semantic segmentation
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multimodal reasoning
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domain alignment
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multi-objective optimization
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structural causal model
(1)
transfer learning
(1)
image classification
(1)
pareto optimization
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regularization term
(1)
causal inference
(1)
Papers
AStar: Boosting Multimodal Reasoning with Automated Structured Thinking
AAAI 2026
Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement
AAAI 2026
Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models
COLING 2025
Subjective Topic meets LLMs: Unleashing Comprehensive, Reflective and Creative Thinking through the Negation of Negation
EMNLP 2024
Improving Generalization With Domain Convex Game
CVPR 2023
Causality Inspired Representation Learning for Domain Generalization
CVPR 2022
Pareto Domain Adaptation
NIPS 2021
Semantic Concentration for Domain Adaptation
ICCV 2021
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation
AAAI 2021