Junnan Liu
8 papers · 2021–2025 · 6 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
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🔥
Unstoppable · Bronze
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The Questioner
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Architectures
(3)
Core AI
(3)
Learning Types
(3)
Knowledge & Reasoning
(2)
Applications
(2)
Core Methods
(2)
Reasoning
(2)
Representation
(2)
Computer Vision
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Keywords
large language model
(2)
knowledge graph
(2)
semi-supervised learning
(2)
text classification
(2)
variational inference
(1)
transformer
(1)
benchmark evaluation
(1)
knowledge distillation
(1)
few-shot learning
(1)
in-context learning
(1)
extractive summarization
(1)
code generation
(1)
self-supervised learning
(1)
pseudo labeling
(1)
knowledge graph reasoning
(1)
natural language understanding
(1)
boundary detection
(1)
first-order logic
(1)
logical reasoning
(1)
semantic segmentation
(1)
Papers
Are Your LLMs Capable of Stable Reasoning?
ACL 2025
CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward
EMNLP 2025
Few-Shot Natural Language to First-Order Logic Translation via Code Generation
NAACL 2025
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence
NAACL 2025
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning
ICML 2024
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs
EMNLP 2023
Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization
COLING 2022
Inferring Camouflaged Objects by Texture-Aware Interactive Guidance Network
AAAI 2021