Tingwei Lu
6 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(24)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
large language model
(3)
context compression
(2)
instruction tuning
(2)
transfer learning
(1)
curriculum learning
(1)
sequential decision making
(1)
question answering
(1)
multimodal learning
(1)
text summarization
(1)
fine-grained classification
(1)
knowledge graph
(1)
retrieval-augmented generation
(1)
context window
(1)
in-context example
(1)
training-free method
(1)
long context
(1)
prompt compression
(1)
token-level compression
(1)
semantic class
(1)
hard negative mining
(1)
Papers
GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment
ACL 2026
Read As Human: Compressing Context via Parallelizable Close Reading and Skimming
ACL 2026
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios
NAACL 2025
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models
EMNLP 2025
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning
EMNLP 2025
MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities
AAAI 2024