Li Peng
4 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
ACL (1)
EMNLP (1)
IJCAI (1)
INTERSPEECH (1)
Top co-authors
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)
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)
temporal convolutional network
(1)
graph neural network
(1)
Papers
Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in MLLMs
ACL 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