Mingcheng Li
21 papers · 2022–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (39) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π€ Dynamic Duo (20)
π
Renaissance Researcher
(5)
π
Trend Setter
ποΈ
Keyword Collector
(87)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(14)
Core AI
(14)
Deep Learning
(7)
Computer Vision
(6)
Machine Learning
(6)
Natural Language Processing
(6)
Applications
(5)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(5)
Application Areas
(4)
Analysis
(3)
Domain-Specific
(3)
Generation
(3)
Core Methods
(2)
Resources & Methods
(2)
Keywords
multimodal sentiment analysis
(4)
causal inference
(3)
large language model
(3)
causal graph
(3)
multi-agent system
(3)
contrastive learning
(2)
bias mitigation
(2)
3d scene generation
(2)
emotion recognition
(2)
gaussian splatting
(2)
vision-language model
(2)
preference optimization
(1)
scene understanding
(1)
multimodal learning
(1)
chain-of-thought reasoning
(1)
knowledge distillation
(1)
domain generalization
(1)
context-aware learning
(1)
monocular depth estimation
(1)
feature distribution
(1)
Papers
Factorize, Reconstruct, Enhance: A Unified Framework for Multimodal Sentiment Analysis
CVPR 2026
ProFocus: Proactive Perception and Focused Reasoning in Vision-and-Language Navigation
CVPR 2026
Resolving Evidence Sparsity: Agentic Context Engineering for Long-Document Understanding
CVPR 2026
SatireDecoder: Visual Cascaded Decoupling for Enhancing Satirical Image Comprehension
AAAI 2026
BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation
AAAI 2025
Debiased Multimodal Understanding for Human Language Sequences
AAAI 2025
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators
AAAI 2025
MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation
CVPR 2025
A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with Uncertain Missing Modalities
AAAI 2024
Can LLMsβ Tuning Methods Work in Medical Multimodal Domain?
MICCAI 2024
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities
CVPR 2024
CPR-Coach: Recognizing Composite Error Actions based on Single-class Training
CVPR 2024
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications
NeurIPS 2024
Robust Emotion Recognition in Context Debiasing
CVPR 2024
SceneWeaver: Text-Driven Scene Generation with Geometry-aware Gaussian Splatting
ACML 2024
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
NeurIPS 2024
Towards Multimodal Sentiment Analysis Debiasing via Bias Purification
ECCV 2024
AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception
ICCV 2023
Context De-Confounded Emotion Recognition
CVPR 2023
Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception
ICCV 2023
Emotion Recognition for Multiple Context Awareness
ECCV 2022