Sheng Lin
5 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Renaissance Researcher
(7)
π
Trend Setter
Top co-authors
Research topics
Natural Language Processing
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Application Areas
(2)
Applications
(2)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Security & Privacy
(1)
Core AI
(1)
Learning Paradigms Β· Artificial Intelligence
(1)
Learning Paradigms Β· Machine Learning
(1)
Learning Types
(1)
Keywords
entity linking
(2)
reinforcement learning
(1)
natural language processing
(1)
attention mechanism
(1)
fine-grained classification
(1)
parallel computing
(1)
collective inference
(1)
distributed training
(1)
secure aggregation
(1)
knowledge graph
(1)
heterogeneous computing
(1)
entity typing
(1)
annotation tool
(1)
context augmentation
(1)
context encoding
(1)
neural network
(1)
knowledge constraint
(1)
dynamic context augmentation
(1)
client dropout
(1)
single program multiple data
(1)
Papers
Hetu v2: A General and Scalable Deep Learning System with Hierarchical and Heterogeneous Single Program Multiple Data Annotations
OSDI 2026
A Secure and Efficient Federated Learning Framework for NLP
EMNLP 2021
An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices
ECCV 2020
KCAT: A Knowledge-Constraint Typing Annotation Tool
ACL 2019
Learning Dynamic Context Augmentation for Global Entity Linking
EMNLP 2019