Zebang Cheng
5 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Core Methods
(2)
Learning Types
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Understanding
(1)
Keywords
multimodal emotion recognition
(2)
zero-shot learning
(1)
semi-supervised learning
(1)
label propagation
(1)
cross-modal retrieval
(1)
modality alignment
(1)
instruction tuning
(1)
discriminative learning
(1)
foundation model
(1)
multimodal large language model
(1)
emotion analysis
(1)
emotion cause extraction
(1)
emotion understanding
(1)
conversational analysis
(1)
fine-grained annotation
(1)
bigraph alignment
(1)
affectgpt
(1)
descriptive emotion annotations
(1)
mer-caption
(1)
representation learning
(1)
Papers
AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models
ICML 2025
DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval
AAAI 2025
Dataset Growth
ECCV 2024
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
NeurIPS 2024
MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models
SemEval 2024