Menglin Yang
7 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(22)
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Learning Types · Deep Learning
(4)
Architectures
(3)
Core AI
(3)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Analysis
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
graph neural network
(2)
large language model
(2)
hyperbolic space
(2)
vision-language model
(2)
text generation
(1)
multimodal learning
(1)
semantic segmentation
(1)
hebbian learning
(1)
embedding learning
(1)
episodic memory
(1)
graph embedding
(1)
semantic memory
(1)
natural language
(1)
hierarchical structure
(1)
benchmark dataset
(1)
hierarchical alignment
(1)
gaussian mixture model
(1)
dynamic graph
(1)
hierarchical embedding
(1)
associative memory
(1)
Papers
Beyond Retraining: Training-Free Unknown Class Filtering for Source-Free Open Set Domain Adaptation of Vision–Language Models
AAAI 2026
HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents
ACL 2026
Self-Reflective Generation at Test Time
ACL 2026
Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning
ICML 2025
Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space
CVPR 2025
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs
NeurIPS 2024
Hyperbolic Representation Learning: Revisiting and Advancing
ICML 2023