Mengze Li
21 papers · 2022–2026 · 8 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 ↓+6 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (42) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π₯ Unstoppable Β· Bronze
π
Trend Setter
ποΈ
Keyword Collector
(117)
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
β‘
Prolific Year Β· Prolific
Top co-authors
Research topics
Artificial Intelligence
(14)
Core AI Β· Artificial Intelligence
(13)
Machine Learning
(11)
Deep Learning
(8)
Computer Vision
(7)
Learning Types Β· Deep Learning
(7)
Learning Types Β· Machine Learning
(7)
Knowledge & Reasoning
(4)
Reasoning
(4)
Analysis
(3)
Application Areas
(3)
Learning Paradigms
(3)
Processing
(3)
Architectures
(2)
Core AI Β· Computer Vision
(2)
Keywords
large language model
(4)
video understanding
(3)
active learning
(3)
knowledge transfer
(2)
speech-driven animation
(2)
multimodal learning
(2)
vision-language model
(2)
uncertainty quantification
(2)
few-shot learning
(2)
multi-source domain adaptation
(2)
representation learning
(2)
contrastive learning
(2)
automated reasoning
(2)
facial animation
(2)
video grounding
(2)
self-supervised learning
(1)
theorem proving
(1)
cognitive modeling
(1)
mathematical reasoning
(1)
video generation
(1)
Papers
Active Multi-source Domain Adaptation for Multimodal Fake News Detection
AAAI 2026
Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction
ACL 2026
Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer
IJCAI 2025
DanceEditor: Towards Iterative Editable Music-driven Dance Generation with Open-Vocabulary Descriptions
ICCV 2025
EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
ICLR 2025
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents
ACL 2025
ExpTalk: Diverse Emotional Expression via Adaptive Disentanglement and Refined Alignment for Speech-Driven 3D Facial Animation
IJCAI 2025
Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation
AAAI 2025
HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
ICML 2025
LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning
ACL 2025
Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph
ACL 2025
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
EMNLP 2025
What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities
ICML 2025
Panoptic Scene Graph Generation with Semantics-Prototype Learning
AAAI 2024
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer
CVPR 2024
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning
CVPR 2023
ART: rule bAsed futuRe-inference deducTion
EMNLP 2023
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models
ICCV 2023
Multi-modal Action Chain Abductive Reasoning
ACL 2023
WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding
CVPR 2023
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding
ACL 2022