Xiaoyi Liu
13 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (35) ποΈ Keyword Collector (73)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(9)
Machine Learning
(9)
Core AI
(7)
Natural Language Processing
(5)
Applications
(5)
Deep Learning
(4)
Application Areas
(4)
Core Methods
(4)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Representation
(2)
Computer Vision
(1)
Keywords
large language model
(4)
few-shot learning
(3)
sentiment analysis
(3)
data augmentation
(2)
image restoration
(1)
ensemble learning
(1)
link prediction
(1)
attention mechanism
(1)
domain adaptation
(1)
commonsense knowledge
(1)
in-context learning
(1)
temporal reasoning
(1)
question answering
(1)
knowledge representation
(1)
token selection
(1)
named entity recognition
(1)
text classification
(1)
emotion recognition
(1)
sentiment classification
(1)
model compression
(1)
Papers
PharmaQA: Prompt-Based Molecular Representation Learning via Pharmacophore-Oriented Question Answering
AAAI 2026
Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs
EMNLP 2025
DiffFNO: Diffusion Fourier Neural Operator
CVPR 2025
DocAgent: A Multi-Agent System for Automated Code Documentation Generation
ACL 2025
RetroInText: A Multimodal Large Language Model Enhanced Framework for Retrosynthetic Planning via In-Context Representation Learning
ICLR 2025
Towards Robust Few-Shot Relation Classification: Incorporating Relation Description with Agreement
EMNLP 2025
BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction
ACL 2024
ECoK: Emotional Commonsense Knowledge Graph for Mining Emotional Gold
ACL 2024
Interpretable Sparse System Identification: Beyond Recent Deep Learning Techniques on Time-Series Prediction
ICLR 2024
Memory-Efficient Fine-Tuning of Transformers via Token Selection
EMNLP 2024
Mini-DA: Improving Your Model Performance through Minimal Data Augmentation using LLM
NAACL 2024
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion
ACL 2024
Knowdee at BLP-2023 Task 2: Improving Bangla Sentiment Analysis Using Ensembled Models with Pseudo-Labeling
EMNLP 2023