Yin, Zhenfei
- WorldSimBench: Towards Video Generation Models as World Simulators
2024/10/23 by Yiran Qin, Qin, Yiran, Zhelun Shi +23 · 221 citations
Decision Sciences · Engineering · #3D Modeling in Geospatial Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Simulation Techniques and Applications
- Memory in the Age of AI Agents
2025/12/15 by Yuyang Hu, Shichun Liu, Hu, Yuyang +98 · 3 voices · 17 citations
Computer Science · Engineering · #AI-based Problem Solving and Planning #Ferroelectric and Negative Capacitance Devices #Reinforcement Learning in Robotics #cs.AI #cs.CL
- The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
2025/09/02 by Guibin Zhang, Zhang, Guibin, Xiaohang Yu +42 · 1 voice · 49 citations
Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Speech and dialogue systems
- Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models
2023/12/14 by Zhiyuan You, You, Zhiyuan, Yuanzhe Li +9 · 29 citations
Computer Science · Engineering · #Visual Attention and Saliency Detection #Image and Video Quality Assessment #Advanced Image Fusion Techniques
- LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark
2023/06/11 by Yin, Zhenfei, Wang, Jiong, Cao, Jianjian +9 · 19 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations
2020/07/24 by Yuanhan Zhang, Zhang, Yuanhan, Zhenfei Yin +11 · 12 citations
Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis
- OASIS: Open Agent Social Interaction Simulations with One Million Agents
2024/11/18 by Ziyi Yang, Zaibin Zhang, Yang, Ziyi +38 · 32 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception
2023/12/12 by Qin, Yiran, Zhou, Enshen, Liu, Qichang +5 · 17 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model
2024/06/17 by Yongting Zhang, Zhang, Yongting, Lu Chen +22 · 19 citations
Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Safety Warnings and Signage
- GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing
2024/06/30 by Xiao, Yisong, Liu, Aishan, Cheng, QianJia +6 · 15 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
2024/10/12 by Haoyang Su, Renqi Chen, Su, Haoyang +17 · 16 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Cognitive Science and Mapping #Complex Systems and Decision Making #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE
2023/11/05 by Zeren Chen, Chen, Zeren, Ziqin Wang +17 · 8 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #Distributed systems and fault tolerance #FOS: Computer and information sciences
- Are We There Yet? Revealing the Risks of Utilizing Large Language Models in Scholarly Peer Review
2024/12/02 by Rui Ye, Ye, Rui, Xianghe Pang +15 · 12 citations
Decision Sciences · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #scientometrics and bibliometrics research
- Uni3D-LLM: Unifying Point Cloud Perception, Generation and Editing with Large Language Models
2024/01/09 by Dingning Liu, Liu, Dingning, Xiaoshui Huang +13 · 8 citations
Computer Science · Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Remote Sensing and LiDAR Applications
- MineDreamer: Learning to Follow Instructions via Chain-of-Imagination for Simulated-World Control
2024/03/18 by Enshen Zhou, Yiran Qin, Zhou, Enshen +13 · 8 citations
Computer Science · Engineering · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Intelligent Tutoring Systems and Adaptive Learning #Model Reduction and Neural Networks
- VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior
2025/03/30 by Yang, Xindi, Li, Baolu, Zhang, Yiming +8 · 15 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- aiXiv: A Next-Generation Open Access Ecosystem for Scientific Discovery Generated by AI Scientists
2025/08/20 by Pengsong Zhang, Xiang Hu, Zhang, Pengsong +37 · 3 voices · 4 citations
Decision Sciences · Materials Science · Medicine · #Scientific Computing and Data Management #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education
- RH20T-P: A Primitive-Level Robotic Dataset Towards Composable Generalization Agents
2024/03/28 by Zeren Chen, Zhelun Shi, Chen, Zeren +19 · 6 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Robot Manipulation and Learning #Robotics (cs.RO)
- X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs
2025/05/22 by Rui Ye, Xiangrui Liu, Ye, Rui +11 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Semantic Web and Ontologies #Topic Modeling
- Benchmarking Omni-Vision Representation through the Lens of Visual Realms
2022/07/14 by Yuanhan Zhang, Zhenfei Yin, Zhang, Yuanhan +5 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
- Assessment of Multimodal Large Language Models in Alignment with Human Values
2024/03/26 by Shi, Zhelun, Wang, Zhipin, Fan, Hongxing +7 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks
2025/03/04 by Zhou, Heng, Geng, Hejia, Xue, Xiangyuan +5 · 10 citations
#FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities
2024/01/26 by Lu, Chaochao, Qian, Chen, Zheng, Guodong +33 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
2025/03/05 by Ye, Rui, Tang, Shuo, Ge, Rui +4 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints
2025/03/20 by Qin, Yiran, Kang, Li, Song, Xiufeng +5 · 7 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- VeriGUI: Verifiable Long-Chain GUI Dataset
2025/08/06 by Liu, Shunyu, Liu, Minghao, Zhou, Huichi +29 · 7 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions
2025/06/17 by Ying, Zonghao, Wang, Le, Xiao, Yisong +7 · 8 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Robotics (cs.RO)
- Interleaving Reasoning for Better Text-to-Image Generation
2025/09/08 by Wenxuan Huang, Huang, Wenxuan, Shuang Chen +33 · 11 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems
2025/05/22 by Rui Ye, K. Huang, Ye, Rui +35 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Semantic Web and Ontologies #Topic Modeling
- INTERN: A New Learning Paradigm Towards General Vision
2021/11/16 by Jing Shao, Shao, Jing, Siyu Chen +51 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
- AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research
2025/05/17 by Renqi Chen, Chen, Renqi, Haoyang Su +18 · 1 voice
Computer Science · Decision Sciences · Materials Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning and Data Classification #Machine Learning in Materials Science #Physics and Society (physics.soc-ph) #Scientific Computing and Data Management #cs.AI #cs.CL #physics.soc-ph
- Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models
2024/02/29 by Qian, Chen, Zhang, Jie, Yao, Wei +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy
2022/03/15 by Yuanhan Zhang, Zhang, Yuanhan, Qinghong Sun +17 · 1 citation
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Algorithms
- CompBench: Benchmarking Complex Instruction-guided Image Editing
2025/05/18 by Bohan Jia, Jia, Bohan, Wenxuan Huang +29 · 3 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
- EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis
2025/05/29 by Shengyuan Liu, Liu, Shengyuan, Boyun Zheng +12 · 6 citations
Medicine · Computer Science · #Colorectal Cancer Screening and Detection #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- B-VLLM: A Vision Large Language Model with Balanced Spatio-Temporal Tokens
2024/12/13 by Lu, Zhuqiang, Yin, Zhenfei, He, Mengwei +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ChEF: A Comprehensive Evaluation Framework for Standardized Assessment of Multimodal Large Language Models
2023/11/05 by Zhelun Shi, Shi, Zhelun, Zhipin Wang +11 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
2025/09/29 by Tan, Zelin, Geng, Hejia, Yu, Xiaohang +14 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents
2025/05/28 by Rui Li, Zhimeng Hu, Li, Rui +28 · 2 citations
Computer Science · Psychology · #Action Observation and Synchronization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Social Robot Interaction and HRI #Software Engineering (cs.SE)
- VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning
2025/06/10 by Kang Li, Kang, Li, Heng Zhou +13 · 4 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO) #Social Robot Interaction and HRI
- A-MemGuard: A Proactive Defense Framework for LLM-Based Agent Memory
2025/09/29 by Wei, Qianshan, Yang, Tengchao, Wang, Yaochen +7 · 4 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
2025/10/09 by X.D. Xue, Xue, Xiangyuan, Yifan Zhou +16 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
- Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models
2025/11/03 by Xiaoyu Zhan, Zhan, Xiaoyu, Wenxuan Huang +25 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- From Word to World: Can Large Language Models be Implicit Text-based World Models?
2025/12/21 by Yixia Li, Hongru Wang, Li, Yixia +18 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Explainable Artificial Intelligence (XAI)