Deren Lei
6 papers · 2019–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(3)
Reinforcement Learning
(2)
Architectures
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Knowledge & Reasoning
(1)
Applications
(1)
Optimization & Theory
(1)
Keywords
reinforcement learning
(1)
attention mechanism
(1)
natural language generation
(1)
knowledge graph reasoning
(1)
semantic matching
(1)
synthetic data generation
(1)
reward function
(1)
distributional semantics
(1)
knowledge graph
(1)
inductive bia
(1)
concept extraction
(1)
pre-trained language model
(1)
hallucination detection
(1)
multi-hop reasoning
(1)
label correlation
(1)
graph propagation
(1)
exposure bia
(1)
neural network watermarking
(1)
semantic reward
(1)
deep reinforcement learning
(1)
Papers
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data
NAACL 2025
InvisMark: Invisible and Robust Watermarking for AI-Generated Image Provenance
WACV 2025
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation
EMNLP 2021
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning
EMNLP 2020
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization
EMNLP 2019
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing
NAACL 2019