Menghua Wu
6 papers · 2020–2025 · 5 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 ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(3)
Computer Vision
(2)
Deep Learning
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Analysis
(2)
Application Areas
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Learning Paradigms
(1)
Keywords
domain adaptation
(1)
generative model
(1)
neural radiance field
(1)
text-to-3d generation
(1)
inference efficiency
(1)
hidden representation
(1)
signed distance function
(1)
prototypical network
(1)
differential expression
(1)
natural language description
(1)
distributional signature
(1)
attention score
(1)
test-time scaling
(1)
token reduction
(1)
non-parametric method
(1)
3d face reconstruction
(1)
meta-learning framework
(1)
large language model
(1)
geometry prediction
(1)
3d reconstruction
(1)
Papers
Contextualizing biological perturbation experiments through language
ICLR 2025
Identifying biological perturbation targets through causal differential networks
ICML 2025
Thought calibration: Efficient and confident test-time scaling
EMNLP 2025
High-Fidelity 3D Face Generation From Natural Language Descriptions
CVPR 2023
RAFaRe: Learning Robust and Accurate Non-parametric 3D Face Reconstruction from Pseudo 2D&3D Pairs
AAAI 2023
Few-shot Text Classification with Distributional Signatures
ICLR 2020