Mengze Li
21 papers · 2022–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🌈 Renaissance Researcher (7) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (8) 🌉 Interdisciplinary Bridge
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(5)
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(2)
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Keyword Collector
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Conferences
ACL (6)
AAAI (3)
CVPR (3)
EMNLP (2)
ICCV (2)
ICML (2)
IJCAI (2)
ICLR (1)
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Research topics
Keywords
active learning
(3)
video understanding
(3)
multi-source domain adaptation
(2)
uncertainty quantification
(2)
representation learning
(2)
automated reasoning
(2)
large language model
(2)
video grounding
(2)
few-shot learning
(2)
cognitive modeling
(1)
mathematical reasoning
(1)
video generation
(1)
theorem proving
(1)
self-supervised learning
(1)
domain generalization
(1)
prototype learning
(1)
facial animation
(1)
symbolic reasoning
(1)
emotion recognition
(1)
multimodal learning
(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
LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning
ACL 2025
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents
ACL 2025
Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph
ACL 2025
Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer
IJCAI 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
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
EMNLP 2025
DanceEditor: Towards Iterative Editable Music-driven Dance Generation with Open-Vocabulary Descriptions
ICCV 2025
What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities
ICML 2025
EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
ICLR 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
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models
ICCV 2023
ART: rule bAsed futuRe-inference deducTion
EMNLP 2023
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning
CVPR 2023
WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding
CVPR 2023
Multi-modal Action Chain Abductive Reasoning
ACL 2023
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding
ACL 2022