Liansheng Zhuang
8 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (29) π£ Hot Topic Early Bird
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Topic Evolution
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Trend Setter
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Conference Pioneer
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Renaissance Researcher
(6)
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(54)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Natural Language Processing
(3)
Core Methods
(3)
Models
(3)
Computer Vision
(2)
Knowledge & Reasoning
(2)
Applications
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Analysis
(1)
Keywords
conditional generation
(2)
knowledge graph
(2)
knowledge graph embedding
(2)
diffusion model
(2)
question answering
(1)
document understanding
(1)
domain generalization
(1)
sharpness-aware minimization
(1)
sparse representation
(1)
neural network optimization
(1)
loss landscape
(1)
out-of-distribution generalization
(1)
query embedding
(1)
instruction tuning
(1)
partial observability
(1)
generalization error
(1)
image alignment
(1)
first-order logic
(1)
face recognition
(1)
sequence labeling
(1)
Papers
EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering
AAAI 2025
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes
CVPR 2025
KGDM: A Diffusion Model to Capture Multiple Relation Semantics for Knowledge Graph Embedding
AAAI 2024
Learning Label Dependencies for Visual Information Extraction
IJCAI 2024
LayoutDM: Transformer-Based Diffusion Model for Layout Generation
CVPR 2023
Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs
EMNLP 2022
CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning
ACML 2018
Single-Sample Face Recognition with Image Corruption and Misalignment via Sparse Illumination Transfer
CVPR 2013