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Xie, Ruobing

  1. Counterfactually Auditable Lifecycle Certification for Autonomous Agents
    2023/07/31 by Qin, Yujia, Shihao Liang, Liang, Shihao +33 · 251 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  2. UltraFeedback: Boosting Language Models with Scaled AI Feedback
    2023/10/02 by Ganqu Cui, Lifan Yuan, Cui, Ganqu +18 · 119 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  3. AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
    2023/08/21 by Chen, Weize, Su, Yusheng, Zuo, Jingwei +13 · 94 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent
    2024/11/04 by Xingwu Sun, Yanfeng Chen, Sun, Xingwu +228 · 3 voices · 24 citations
    Computer Science · #Age of Information Optimization #cs.AI #cs.CL
  5. Large Language Models are Zero-Shot Rankers for Recommender Systems
    2023/05/15 by Yupeng Hou, Junjie Zhang, Hou, Yupeng +11 · 49 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
  6. Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach
    2023/05/11 by Junjie Zhang, Zhang, Junjie, Ruobing Xie +9 · 23 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Natural Language Processing Techniques
  7. AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
    2023/10/13 by Junjie Zhang, Yupeng Hou, Zhang, Junjie +13 · 24 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Speech and dialogue systems
  8. Advancing LLM Reasoning Generalists with Preference Trees
    2024/04/02 by Lifan Yuan, Ganqu Cui, Yuan, Lifan +26 · 26 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies
  9. Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment
    2024/02/29 by Guo, Yiju, Cui, Ganqu, Yuan, Lifan +9 · 17 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  10. Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
    2024/07/09 by Weize Chen, Chen, Weize, Ziming You +17 · 17 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Mobile Agent-Based Network Management
  11. Personalized Transfer of User Preferences for Cross-domain Recommendation
    2021/10/21 by Yongchun Zhu, Zhu, Yongchun, Zhenwei Tang +13 · 7 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
  12. Plug-in Diffusion Model for Sequential Recommendation
    2024/01/05 by Haokai Ma, Ruobing Xie, Ma, Haokai +11 · 11 citations
    Computer Science · #Recommender Systems and Techniques
  13. WebCPM: Interactive Web Search for Chinese Long-form Question Answering
    2023/05/11 by Yujia Qin, Zihan Cai, Qin, Yujia +27 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  14. Improving Multi-modal Recommender Systems by Denoising and Aligning Multi-modal Content and User Feedback
    2024/06/18 by Guipeng Xv, Xv, Guipeng, Xinyu Li +13 · 9 citations
    Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  15. Triple Sequence Learning for Cross-domain Recommendation
    2023/04/11 by Ma, Haokai, Xie, Ruobing, Meng, Lei +4 · 5 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  16. Emergent Modularity in Pre-trained Transformers
    2023/05/28 by Zhang, Zhengyan, Zeng, Zhiyuan, Lin, Yankai +7 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. PhD: A ChatGPT-Prompted Visual hallucination Evaluation Dataset
    2024/03/17 by Jiazhen Liu, Yuhan Fu, Liu, Jiazhen +13 · 5 citations
    Neuroscience · Medicine · #Hallucinations in medical conditions #Leprosy Research and Treatment
  18. TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model
    2025/03/31 by Yixing Li, Li, Yixing, Ruobing Xie +19 · 3 voices · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  19. Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought
    2025/05/21 by Tencent Hunyuan Team, Ao Liu, Botong Zhou +509 · 1 voice · 10 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Big Data and Digital Economy #Topic Modeling #cs.CL
  20. Neural Snowball for Few-Shot Relation Learning
    2019/08/29 by Tianyu Gao, Xu Han, Gao, Tianyu +11 · 2 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  21. Recyclable Tuning for Continual Pre-training
    2023/05/15 by Qin, Yujia, Qian, Cheng, Han, Xu +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. MIC: Model-agnostic Integrated Cross-channel Recommenders
    2021/10/22 by Yujie Lu, Ping Nie, Lu, Yujie +10 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  23. Multi-view Multi-behavior Contrastive Learning in Recommendation
    2022/03/20 by Wu, Yiqing, Xie, Ruobing, Zhu, Yongchun +6 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  24. Personalized Prompt for Sequential Recommendation
    2022/05/19 by Yiqing Wu, Ruobing Xie, Wu, Yiqing +11 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
  25. Negative Sampling in Recommendation: A Survey and Future Directions
    2024/09/11 by Ma, Haokai, Xie, Ruobing, Meng, Lei +5 · 4 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  26. HMoE: Heterogeneous Mixture of Experts for Language Modeling
    2024/08/20 by An Wang, Wang, An, Xingwu Sun +21 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  27. The Climb Carves Wisdom Deeper Than the Summit: On the Noisy Rewards in Learning to Reason
    2025/05/28 by Aifeng Lv, Ruobing Xie, Lv, Ang +6 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  28. Scaling Laws for Floating Point Quantization Training
    2025/01/05 by Sun, Xingwu, Li, Shuaipeng, Xie, Ruobing +13 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
  29. Exploring Forgetting in Large Language Model Pre-Training
    2024/10/22 by Liao, Chonghua, Ruobing Xie, Xie, Ruobing +4 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  30. Lossless KV Cache Compression to 2%
    2024/10/20 by Yang, Zhen, Han, J. N., Wu, Kan +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. RosePO: Aligning LLM-based Recommenders with Human Values
    2024/10/16 by Jiayi Liao, Xiangnan He, Liao, Jiayi +13 · 3 citations
    Computer Science · Decision Sciences · #Semantic Web and Ontologies #Data Quality and Management #Natural Language Processing Techniques
  32. Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect
    2020/09/19 by Zheni Zeng, Chaojun Xiao, Zeng, Zheni +13 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
  33. UPRec: User-Aware Pre-training for Recommender Systems
    2021/02/22 by Chaojun Xiao, Ruobing Xie, Xiao, Chaojun +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  34. Selective Fairness in Recommendation via Prompts
    2022/05/10 by Yiqing Wu, Wu, Yiqing, Ruobing Xie +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  35. Autonomy-of-Experts Models
    2025/01/22 by Ang Lv, Lv, Ang, Ruobing Xie +13 · 3 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Risk Perception and Management
  36. Continuous Speech Tokenizer in Text To Speech
    2024/10/22 by Yixing Li, Ruobing Xie, Li, Yixing +6 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  37. QAGCF: Graph Collaborative Filtering for Q&A Recommendation
    2024/06/07 by Changshuo Zhang, Teng Shi, Zhang, Changshuo +13 · 2 citations
    Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Digital Marketing and Social Media #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  38. Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization
    2024/11/15 by Yuhan Fu, Fu, Yuhan, Ruobing Xie +7 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimedia (cs.MM) #Topological and Geometric Data Analysis
  39. Learning from All Sides: Diversified Positive Augmentation via Self-distillation in Recommendation
    2023/08/15 by Liu, Chong, Liu, Xiaoyang, Xie, Ruobing +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  40. Multi-Grained Patch Training for Efficient LLM-based Recommendation
    2025/01/25 by Liao, Jiayi, Xie, Ruobing, Li, Sihang +4 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  41. Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language
    2023/10/20 by Zekai Qu, Qu, Zekai, Ruobing Xie +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
  42. Modeling Domain and Feedback Transitions for Cross-Domain Sequential Recommendation
    2024/08/15 by Zhang, Changshuo, Shi, Teng, Zhang, Xiao +4 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  43. Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
    2024/02/28 by Weize Chen, Chen, Weize, Chenfei Yuan +15 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  44. ID-centric Pre-training for Recommendation
    2024/05/06 by Yiqing Wu, Ruobing Xie, Wu, Yiqing +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  45. Language Models "Grok" to Copy
    2024/09/14 by Lv, Ang, Xie, Ruobing, Sun, Xingwu +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  46. DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models
    2024/11/27 by Yudong Zhang, Ruobing Xie, Zhang, Yudong +10 · 1 citation
    Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Functional Brain Connectivity Studies
  47. FairDgcl: Fairness-aware Recommendation with Dynamic Graph Contrastive Learning
    2024/10/23 by Wei Chen, Meng Yuan, Chen, Wei +11 · 1 citation
    Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #HIV, Drug Use, Sexual Risk #Privacy, Security, and Data Protection
  48. More Expressive Attention with Negative Weights
    2024/11/11 by Ang Lv, Ruobing Xie, Lv, Ang +10 · 1 citation
    Computer Science · Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Cognitive Science and Education Research #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #Creativity in Education and Neuroscience #FOS: Computer and information sciences #Machine Learning (cs.LG)
  49. Advanced Long-term Earth System Forecasting
    2025/05/26 by Hao Wu, Yuan Gao, Wu, Hao +49 · 7 citations
    Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #I.2.10 #I.4.9 #Machine Learning (cs.LG)