Xiaoyan Cai
9 papers · 2010–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI · Artificial Intelligence
(6)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Natural Language Processing
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Keywords
large language model
(3)
multimodal learning
(2)
representation learning
(1)
reinforcement learning
(1)
zero-shot learning
(1)
multi-task learning
(1)
direct preference optimization
(1)
parameter-efficient fine-tuning
(1)
text generation
(1)
inductive reasoning
(1)
preference learning
(1)
instruction following
(1)
medical image analysis
(1)
model alignment
(1)
contrastive learning
(1)
low-rank adaptation
(1)
universal learning
(1)
mixture of expert
(1)
vision-language pre-training
(1)
causal inference
(1)
Papers
RefleXNet: Targeted Self-Reflection for Accurate Chest X-ray Reporting
AAAI 2026
ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning
ACL 2025
Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples
AAAI 2025
MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning
EMNLP 2024
Self-Renewal Prompt Optimizing with Implicit Reasoning
EMNLP 2024
An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs
EMNLP 2022
A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation
EMNLP 2018
Simultaneous Clustering and Noise Detection for Theme-based Summarization
IJCNLP 2011
Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to Multi-Document Summarization
COLING 2010