Dongrui Liu

1. Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
   2025/05/26 by J. F. Qiu, Qiu, Jiahao, Qi Xuan +33 · 49 citations
   Computer Science · #Evolutionary Algorithms and Applications
2. A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond
   2025/03/27 by Xiaoye Qu, Yafu Li, Qu, Xiaoye +31 · 39 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
3. A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
   2025/07/28 by Huan-ang Gao, Jiayi Geng, Gao, Huan-ang +51 · 2 voices · 55 citations
   #cs.AI
4. LLMs know their vulnerabilities: Uncover Safety Gaps through Natural Distribution Shifts
   2024/10/14 by Qibing Ren, Ren, Qibing, Hao Li +16 · 16 citations
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Web Application Security Vulnerabilities
5. Identifying Semantic Induction Heads to Understand In-Context Learning
   2024/02/20 by Jie Ren, Qipeng Guo, Ren, Jie +10 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms #Topic Modeling
6. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
   2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 30 citations
   Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
7. Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey
   2024/12/03 by Yunkai Dang, Kaichen Huang, Dang, Yunkai +24 · 13 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
8. The Better Angels of Machine Personality: How Personality Relates to LLM Safety
   2024/07/17 by Jie Zhang, Dongrui Liu, Zhang, Jie +11 · 5 citations
   Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Digital Rights Management and Security #FOS: Computer and information sciences #Law, AI, and Intellectual Property
9. Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
   2025/05/26 by Yifan Jia, Jia, Yifan, Kailin Jiang +24 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
10. MLP Can Be A Good Transformer Learner
    2024/04/08 by Sihao Lin, Lin, Sihao, Pumeng Lyu +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
11. Self-Supervised Point Cloud Registration with Deep Versatile Descriptors
    2022/01/25 by Dongrui Liu, Chuanchuan Chen, Liu, Dongrui +7 · 1 citation
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
12. Refining Alignment Framework for Diffusion Models with Intermediate-Step Preference Ranking
    2025/02/01 by Jie Ren, Yuhang Zhang, Ren, Jie +7 · 3 citations
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Criteria Decision Making #Transportation Planning and Optimization
13. RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents
    2025/05/31 by Jingyi Yang, Shuai Shao, Yang, Jingyi +5 · 5 citations
    Computer Science · Psychology · #AI in Service Interactions #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Speech and dialogue systems
14. Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning
    2024/10/09 by Qianli Ma, Ma, Qianli, Xuefei Ning +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
15. IS-Bench: Evaluating Interactive Safety of VLM-Driven Embodied Agents in Daily Household Tasks
    2025/06/19 by Xiaoya Lu, Lu, Xiaoya, Zeren Chen +12 · 3 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO) #Social Robot Interaction and HRI