Pengpeng Zeng
8 papers · 2018–2025 · 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 (24) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI · Artificial Intelligence
(6)
Machine Learning
(5)
Natural Language Processing
(4)
Application Areas
(4)
Computer Vision
(3)
Deep Learning
(2)
Applications · Natural Language Processing
(2)
Generation
(2)
Speech & Audio
(1)
Analysis
(1)
Applications · Computer Vision
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Keywords
visual question answering
(3)
multimodal learning
(3)
prompt tuning
(2)
speech synthesis
(1)
cross-modal retrieval
(1)
feature clustering
(1)
temporal reasoning
(1)
channel attention
(1)
video understanding
(1)
visual reasoning
(1)
semantic correlation
(1)
parameter efficient
(1)
image captioning
(1)
visual attention
(1)
attention mechanism
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
vision-language model
(1)
semantic shift
(1)
transfer learning
(1)
Papers
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
ACL 2025
OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction
ACL 2025
Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves
CVPR 2025
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval
CVPR 2024
A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal Retrieval
NeurIPS 2022
S2 Transformer for Image Captioning
IJCAI 2022
Structured Two-Stream Attention Network for Video Question Answering
AAAI 2019
From Pixels to Objects: Cubic Visual Attention for Visual Question Answering
IJCAI 2018