Rumei Li
7 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Natural Language Processing
(5)
Core AI
(5)
Machine Learning
(4)
Resources & Methods
(4)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Knowledge & Reasoning
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Representation
(1)
Techniques
(1)
Keywords
representation learning
(1)
contrastive learning
(1)
adversarial learning
(1)
few-shot learning
(1)
model security
(1)
adversarial optimization
(1)
self-supervised learning
(1)
attention mechanism
(1)
preference alignment
(1)
in-context learning
(1)
relation extraction
(1)
text generation
(1)
dependency parsing
(1)
adversarial training
(1)
semantic matching
(1)
relation reasoning
(1)
language model
(1)
pre-trained model
(1)
autonomous agent
(1)
parameter-efficient fine-tuning
(1)
Papers
Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text
ACL 2026
Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment
COLING 2025
SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models
AAAI 2025
Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching
ACL 2025
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion
EMNLP 2022
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
ACL 2021
Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models
EMNLP 2021