Mengyang Wu
6 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
multimodal large language model
(4)
zero-shot learning
(1)
benchmark evaluation
(1)
entropy minimization
(1)
explainable ai
(1)
scene graph generation
(1)
instruction tuning
(1)
entropy maximization
(1)
knowledge graph
(1)
vision-language model
(1)
retrieval-augmented generation
(1)
vision-language task
(1)
visual prompting
(1)
group relative policy optimization
(1)
gui agent
(1)
open-vocabulary learning
(1)
verifiable reward
(1)
spatial relation modeling
(1)
mobile app
(1)
reinforcement learning
(1)
Papers
From Exploration to Exploitation: A Two-Stage Entropy RLVR Approach for Noise-Tolerant MLLM Training
CVPR 2026
VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models
AAAI 2026
ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation
AAAI 2025
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
EMNLP 2025
LLaVA-SpaceSGG: Visual Instruct Tuning for Open-Vocabulary Scene Graph Generation with Enhanced Spatial Relations
WACV 2025
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models
ECCV 2024