Shengyuan Ding
5 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
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Rising Star
(5)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(3)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
multimodal large language model
(4)
instruction following
(2)
supervised fine-tuning
(2)
reward model
(2)
direct preference optimization
(2)
reinforcement learning
(2)
visual grounding
(1)
vision-language model
(1)
tool use
(1)
proximal policy optimization
(1)
human preference alignment
(1)
multimodal reasoning
(1)
test-time scaling
(1)
context-aware generation
(1)
creative generation
(1)
creative capabilities
(1)
multimodal reward
(1)
benchmark evaluation
(1)
visual question answering
(1)
preference learning
(1)
Papers
ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning
CVPR 2026
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLMs
ICCV 2025
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model
ACL 2025
MM-IFEngine: Towards Multimodal Instruction Following
ICCV 2025
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference
ACL 2025