Zhenfei Yin
21 papers · 2020–2026 · 8 venues · across top CS/AI venues
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Artificial Intelligence
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Deep Learning
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Computer Vision
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Natural Language Processing
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large language model
(7)
multimodal large language model
(3)
vision-language model
(3)
multi-agent system
(3)
multimodal learning
(2)
world simulator
(2)
embodied agent
(2)
video generation
(1)
temporal dynamics
(1)
image generation
(1)
image editing
(1)
active perception
(1)
embodied ai
(1)
instruction following
(1)
chain-of-thought reasoning
(1)
robotic manipulation
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frame selection
(1)
mutual information
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entropy reduction
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preference alignment
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Papers
AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions
CVPR 2026
CompBench: Benchmarking Complex Instruction-guided Image Editing
CVPR 2026
From Word to World: Can Large Language Models be Implicit Text-based World Models?
ACL 2026
Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents
ACL 2026
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
ACL 2026
B-VLLM: A Vision Large Language Model with Balanced Spatio-Temporal Tokens
ICCV 2025
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
ACL 2025
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
ICML 2025
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks
EMNLP 2025
RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints
ICCV 2025
SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models
CVPR 2025
VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior
ICCV 2025
WorldSimBench: Towards Video Generation Models as World Simulators
ICML 2025
Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models
ECCV 2024
MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception
CVPR 2024
Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE
ICLR 2024
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models
ACL 2024
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark
NeurIPS 2023
Benchmarking Omni-Vision Representation through the Lens of Visual Realms
ECCV 2022
X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation
ECCV 2022
CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations
ECCV 2020