Hongzheng Yang
5 papers · 2023–2026 · 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 ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Core Methods
(1)
Domain-Specific
(1)
Methods
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
multimodal large language model
(3)
reinforcement learning
(2)
zero-shot learning
(1)
benchmark evaluation
(1)
entropy minimization
(1)
model calibration
(1)
fisher information
(1)
scene segmentation
(1)
entropy maximization
(1)
reward maximization
(1)
evidential learning
(1)
uncertainty estimation
(1)
vision-language task
(1)
visual prompting
(1)
bias evaluation
(1)
group relative policy optimization
(1)
human alignment
(1)
segmentation model
(1)
image aesthetic assessment
(1)
aesthetic assessment
(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
AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment
EMNLP 2025
SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning
ICML 2025
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization
NeurIPS 2023