Shuaiyi Li
6 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
❓
The Questioner
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Research topics
Artificial Intelligence
(5)
Deep Learning
(5)
Machine Learning
(5)
Core AI
(5)
Natural Language Processing
(3)
Optimization & Theory · Deep Learning
(3)
Application Areas
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Analysis
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Keywords
large language model
(4)
attention mechanism
(2)
machine-generated text detection
(1)
factual knowledge
(1)
model editing
(1)
efficient computing
(1)
context modeling
(1)
knowledge graph
(1)
memory efficiency
(1)
text watermarking
(1)
retrieval-augmented generation
(1)
spatial reasoning
(1)
knowledge boundary
(1)
multi-hop reasoning
(1)
long context
(1)
knowledge memorization
(1)
lexical redundancy
(1)
knowledge recall
(1)
untruthful generation
(1)
knowledge identification
(1)
Papers
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression
ACL 2025
Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models
ACL 2025
Knowledge Boundary of Large Language Models: A Survey
ACL 2025
Consecutive Batch Model Editing with HooK Layers
EMNLP 2024
WatME: Towards Lossless Watermarking Through Lexical Redundancy
ACL 2024
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text
EMNLP 2023