Li Peng
5 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🧭
Keyword Pioneer
Top co-authors
Research topics
Artificial Intelligence
(2)
Computer Vision
(2)
Machine Learning
(2)
Core AI · Artificial Intelligence
(2)
Core AI · Computer Vision
(2)
Core Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Learning Types
(1)
Systems
(1)
Understanding
(1)
Keywords
multimodal large language model
(2)
self-supervised learning
(1)
chain-of-thought reasoning
(1)
named entity recognition
(1)
multimodal learning
(1)
visual grounding
(1)
spoofing detection
(1)
message passing
(1)
node classification
(1)
audio deepfake detection
(1)
entity extraction
(1)
disaggregated architecture
(1)
resource sharing
(1)
over-smoothing mitigation
(1)
separation coefficient
(1)
graph structure adjustment
(1)
multimodal named entity recognition
(1)
chain of thought
(1)
knowledge augmentation
(1)
knowledge-augmented reasoning
(1)
Papers
Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in MLLMs
ACL 2026
Espresso: Constructing Cost-Efficient CXL JBOF via Inter-SSD Computing Resource Sharing
OSDI 2026
MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition
EMNLP 2025
Mitigating Over-Smoothing in Graph Neural Networks via Separation Coefficient-Guided Adaptive Graph Structure Adjustment
IJCAI 2025
Self-Supervised Spoofing Audio Detection Scheme
Interspeech 2020