Wenxuan Huang
9 papers · 2017–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver
π
Renaissance Researcher
(6)
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Natural Language Processing
(3)
Core AI
(3)
Learning Types
(3)
Computer Science
(2)
Application Areas
(2)
Applications
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Mathematics & Optimization
(1)
Security & Privacy
(1)
Analysis
(1)
Keywords
large language model
(2)
vision transformer
(2)
knowledge editing
(1)
weakly supervised learning
(1)
spatial reasoning
(1)
multimodal learning
(1)
instruction following
(1)
model efficiency
(1)
efficient inference
(1)
multimodal large language model
(1)
image editing
(1)
multi-hop reasoning
(1)
training acceleration
(1)
reward mechanism
(1)
image generation
(1)
cryptographic operation
(1)
confidential computing
(1)
weighted partial maximum satisfiability
(1)
stochastic local search
(1)
semantic segmentation
(1)
Papers
Accelerating Confidential Databases with Crypto-Free Mappings
OSDI 2026
CompBench: Benchmarking Complex Instruction-guided Image Editing
CVPR 2026
EchoEdit: Consistent Multi-Hop Question Answering via Ripple Control in Knowledge Editing
AAAI 2026
MT3: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation
ACL 2026
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision
ACL 2026
Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification
ICLR 2025
Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion
CVPR 2025
A General and Efficient Training for Transformer via Token Expansion
CVPR 2024
CCEHC: An Efficient Local Search Algorithm for Weighted Partial Maximum Satisfiability (Extended Abstract)
IJCAI 2017