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Ding, Bolin

  1. Simple and Deep Graph Convolutional Networks
    2020/07/04 by Ming Chen, Chen, Ming, Zhewei Wei +7 · 70 citations
    Computer Science · #Advanced Graph Neural Networks #Big Data and Digital Economy #Topic Modeling
  2. Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation
    2023/08/29 by Gao, Dawei, Wang, Haibin, Li, Yaliang +4 · 82 citations
    #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Collecting Telemetry Data Privately
    2017/12/05 by Bolin Ding, Ding, Bolin, Janardhan Kulkarni +3 · 39 citations
    Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Data Quality and Management #Mobile Crowdsensing and Crowdsourcing
  4. Towards Universal Sequence Representation Learning for Recommender Systems
    2022/06/13 by Yupeng Hou, Hou, Yupeng, Shanlei Mu +9 · 17 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  5. AgentScope: A Flexible yet Robust Multi-Agent Platform
    2024/02/21 by Dawei Gao, Gao, Dawei, Zitao Li +30 · 27 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  6. FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning
    2023/09/01 by Weirui Kuang, Bingchen Qian, Kuang, Weirui +17 · 17 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  7. Improving LoRA in Privacy-preserving Federated Learning
    2024/03/18 by Youbang Sun, Sun, Youbang, Zitao Li +5 · 20 citations
    Computer Science · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  8. β-DPO: Direct Preference Optimization with Dynamic β
    2024/07/11 by Junkang Wu, Yuexiang Xie, Wu, Junkang +13 · 23 citations
    Computer Science · #Constraint Satisfaction and Optimization #Data Management and Algorithms #Rough Sets and Fuzzy Logic
  9. Recommendation Unlearning
    2022/01/18 by Chong Chen, Chen, Chong, Fei Sun +5 · 10 citations
    Computer Science · #Recommender Systems and Techniques #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  10. EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism
    2023/12/08 by Yanxi Chen, Chen, Yanxi, Xuchen Pan +7 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC)
  11. GenSim: A General Social Simulation Platform with Large Language Model based Agents
    2024/10/06 by Jiakai Tang, Tang, Jiakai, Xuchen Pan +24 · 19 citations
    Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Transportation and Mobility Innovations
  12. What is Wrong with Perplexity for Long-context Language Modeling?
    2024/10/31 by Fang, Lizhe, Yifei Wang, Wang, Yifei +12 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  13. CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting
    2023/05/20 by Xue Wang, Xue, Wang, Tian Zhou +9 · 9 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
  14. FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model
    2024/06/25 by Wu, Feijie, Li, Zitao, Li, Yaliang +2 · 13 citations
    #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  15. SoK: Privacy-Preserving Data Synthesis
    2023/07/05 by Hu, Yuzheng, Wu, Fan, Li, Qinbin +7 · 8 citations
    #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Lero: A Learning-to-Rank Query Optimizer
    2023/02/14 by Rong Zhu, Zhu, Rong, Wei Chen +11 · 6 citations
    Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences
  17. Data-Juicer: A One-Stop Data Processing System for Large Language Models
    2023/09/05 by Chen, Daoyuan, Huang, Yilun, Ma, Zhijian +10 · 7 citations
    #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  18. FederatedScope: A Flexible Federated Learning Platform for Heterogeneity
    2022/04/11 by Yuexiang Xie, Xie, Yuexiang, Zhen Wang +15 · 5 citations
    Computer Science · #Advanced Data Storage Technologies #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  19. When to Trust LLMs: Aligning Confidence with Response Quality
    2024/04/26 by Shuchang Tao, Tao, Shuchang, Liuyi Yao +15 · 8 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Privacy-Preserving Technologies in Data
  20. Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study
    2023/07/16 by Peiyu Liu, Zikang Liu, Liu, Peiyu +13 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Topic Modeling
  21. Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes
    2023/12/11 by Zhen Qin, Daoyuan Chen, Qin, Zhen +9 · 6 citations
    Biochemistry, Genetics and Molecular Biology · #DNA and Biological Computing #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  22. PRICE: A Pretrained Model for Cross-Database Cardinality Estimation
    2024/06/03 by Tianjing Zeng, Zeng, Tianjing, Junwei Lan +17 · 6 citations
    Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks
    2022/05/27 by Lei, Runlin, Wang, Zhen, Li, Yaliang +2 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization
    2024/07/10 by Junkang Wu, Yuexiang Xie, Wu, Junkang +15 · 6 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems
  25. Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning
    2021/05/20 by Yang Deng, Deng, Yang, Yaliang Li +7 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  26. Agent-Oriented Planning in Multi-Agent Systems
    2024/10/03 by Li, Ao, Xie, Yuexiang, Li, Songze +3 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  27. On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting
    2025/08/15 by Zhang, Wenhao, Xie, Yuexiang, Sun, Yuchang +5 · 28 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning
    2022/06/08 by Chen, Daoyuan, Gao, Dawei, Kuang, Weirui +2 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search
    2020/01/13 by Daoyuan Chen, Yaliang Li, Chen, Daoyuan +17 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  30. FS-Real: Towards Real-World Cross-Device Federated Learning
    2023/03/23 by Daoyuan Chen, Dawei Gao, Chen, Daoyuan +13 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
  31. DILI: A Distribution-Driven Learned Index (Extended version)
    2023/04/18 by Pengfei Li, Hua Lu, Li, Pengfei +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  32. Very Large-Scale Multi-Agent Simulation in AgentScope
    2024/07/25 by Xuchen Pan, Pan, Xuchen, Dawei Gao +14 · 5 citations
    Computer Science · Engineering · #Multi-Agent Systems and Negotiation #Simulation and Modeling Applications
  33. Automated Relational Meta-learning
    2020/01/03 by Huaxiu Yao, Xian Wu, Yao, Huaxiu +10 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  34. Output Scaling: YingLong-Delayed Chain of Thought in a Large Pretrained Time Series Forecasting Model
    2025/05/20 by Xue Wang, Wang, Xue, Tian Zhou +6 · 8 citations
    Computer Science · Economics, Econometrics and Finance · #Time Series Analysis and Forecasting #Complex Systems and Time Series Analysis
  35. Talk to Right Specialists: Iterative Routing in Multi-agent Systems for Question Answering
    2025/01/14 by Fan Wu, Zitao Li, Wu, Feijie +9 · 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) #Service-Oriented Architecture and Web Services
  36. XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL
    2025/07/07 by Liu, Yifu, Zhu, Yin, Gao, Yingqi +8 · 11 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. Glue: Adaptively Merging Single Table Cardinality to Estimate Join Query Size
    2021/12/07 by Zhu, Rong, Zeng, Tianjing, Pfadler, Andreas +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences
  38. Scalable Graph Neural Networks via Bidirectional Propagation
    2020/10/29 by Ming Chen, Zhewei Wei, Chen, Ming +11 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Graph Theory and Algorithms
  39. FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning
    2022/04/12 by Zhen Wang, Weirui Kuang, Wang, Zhen +11 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  40. BiMix: A Bivariate Data Mixing Law for Language Model Pretraining
    2024/05/23 by Ce Ge, Ge, Ce, Zhijian Ma +7 · 3 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 #Speech Recognition and Synthesis #Topic Modeling
  41. Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models
    2024/08/08 by Jiao, Qirui, Chen, Daoyuan, Huang, Yilun +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors
    2018/07/02 by Joshua E. Allen, Allen, Joshua, Bolin Ding +9 · 2 citations
    Computer Science · #Cloud Data Security Solutions #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  43. α-DPO: Adaptive Reward Margin is What Direct Preference Optimization Needs
    2024/10/14 by Junkang Wu, Xue Wang, Wu, Junkang +13 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG)
  44. Efficient Personalized Federated Learning via Sparse Model-Adaptation
    2023/05/04 by Daoyuan Chen, Liuyi Yao, Chen, Daoyuan +7 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  45. Comparing Population Means under Local Differential Privacy: with Significance and Power
    2018/03/24 by Bolin Ding, Ding, Bolin, Harsha Nori +5 · 1 citation
    Computer Science · Mathematics · #Advanced Causal Inference Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Privacy-Preserving Technologies in Data #Statistical Methods and Bayesian Inference #Statistics Theory (math.ST)
  46. HumanVBench: Exploring Human-Centric Video Understanding Capabilities of MLLMs with Synthetic Benchmark Data
    2024/12/23 by Zhou, Ting, Chen, Daoyuan, Jiao, Qirui +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. Deep Efficient Private Neighbor Generation for Subgraph Federated Learning
    2024/01/09 by Zhang, Ke, Sun, Lichao, Ding, Bolin +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  48. Provable Scaling Laws for the Test-Time Compute of Large Language Models
    2024/11/29 by Yanxi Chen, Chen, Yanxi, Yaliang Li +6 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  49. FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data
    2020/07/29 by Yuexiang Xie, Xie, Yuexiang, Zhen Wang +15 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
  50. Incentivizing Strong Reasoning from Weak Supervision
    2025/05/26 by Yige Yuan, Teng Xiao, Yuan, Yige +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimodal Machine Learning Applications
  51. Baihe: SysML Framework for AI-driven Databases
    2021/12/29 by Andreas Pfadler, Rong Zhu, Pfadler, Andreas +11 · 1 voice
    #cs.DB #cs.AI #eess.SY
  52. Strengthening Order Preserving Encryption with Differential Privacy
    2020/09/11 by Chowdhury, Amrita Roy, Ding, Bolin, Jha, Somesh +2 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  53. LLM-Based Multi-Agent Systems are Scalable Graph Generative Models
    2024/10/13 by Jiarui Ji, Runlin Lei, Ji, Jiarui +14 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  54. Contrastive Learning for Sequential Recommendation
    2020/10/27 by Xie, Xu, Sun, Fei, Liu, Zhaoyang +4 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  55. Competitive Information Design for Pandora's Box
    2021/03/05 by Ding, Bolin, Feng, Yiding, Ho, Chien-Ju +2 · 1 citation
    #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences
  56. The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective
    2024/07/11 by Zhentao Qin, Daoyuan Chen, Qin, Zhen +13 · 2 citations
    Computer Science · #Topic Modeling
  57. CausCF: Causal Collaborative Filtering for RecommendationEffect Estimation
    2021/05/28 by Xie, Xu, Liu, Zhaoyang, Wu, Shiwen +6 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  58. Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation
    2021/08/30 by Yuexiang Xie, Xie, Yuexiang, Fei Sun +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  59. Enhancing Latent Computation in Transformers with Latent Tokens
    2025/05/19 by Sun, Yuchang, Yanxi Chen, Chen, Yanxi +4 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Topic Modeling
  60. Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling
    2021/12/27 by Yang Deng, Deng, Yang, Yaliang Li +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  61. ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models
    2025/02/17 by Hanxing Ding, Shuchang Tao, Ding, Hanxing +13 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  62. Exploring Selective Layer Fine-Tuning in Federated Learning
    2024/08/28 by Sun, Yuchang, Xie, Yuexiang, Ding, Bolin +2 · 2 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  63. Collaborating Heterogeneous Natural Language Processing Tasks via Federated Learning
    2022/12/12 by Dong, Chenhe, Xie, Yuexiang, Ding, Bolin +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  64. ThinkFL: Self-Refining Failure Localization for Microservice Systems via Reinforcement Fine-Tuning
    2025/04/26 by Zhang, Lingzhe, Zhai, Yunpeng, Jia, Tong +6 · 5 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  65. Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for and with Foundation Models
    2024/12/23 by Daoyuan Chen, Chen, Daoyuan, Huang, Yilun +25 · 3 citations
    Computer Science · #Advanced Computational Techniques and Applications #Distributed and Parallel Computing Systems #Advanced Database Systems and Queries
  66. BOTS: A Unified Framework for Bayesian Online Task Selection in LLM Reinforcement Finetuning
    2025/10/30 by Shen, Qianli, Chen, Daoyuan, Huang, Yilun +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  67. Linear and Range Counting under Metric-based Local Differential Privacy
    2019/09/25 by Zhuolun Xiang, Bolin Ding, Xiang, Zhuolun +5 · 1 citation
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
  68. AgentEvolver: Towards Efficient Self-Evolving Agent System
    2025/11/13 by Yunpeng Zhai, Shuchang Tao, Zhai, Yunpeng +23 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
  69. AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
    2025/08/22 by Gao, Dawei, Li, Zitao, Xie, Yuexiang +20 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  70. Beyond Data Privacy: New Privacy Risks for Large Language Models
    2025/09/16 by Du, Yuntao, Li, Zitao, Li, Ninghui +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  71. EE-Tuning: An Economical yet Scalable Solution for Tuning Early-Exit Large Language Models
    2024/02/01 by Xuchen Pan, Pan, Xuchen, Yanxi Chen +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  72. Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning
    2025/06/11 by Chen, Cheng, Zhai, Yunpeng, Zhao, Yifan +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  73. Tunable Soft Prompts are Messengers in Federated Learning
    2023/11/12 by Chenhe Dong, Yuexiang Xie, Dong, Chenhe +7 · 1 citation
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
  74. Make LLMs better zero-shot reasoners: Structure-orientated autonomous reasoning
    2024/10/18 by He, Pengfei, Li, Zitao, Xing, Yue +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  75. Larger or Smaller Reward Margins to Select Preferences for Alignment?
    2025/02/25 by Huang, Kexin, Wu, Junkang, Chen, Ziqian +6 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  76. Efficient Leave-one-out Approximation in LLM Multi-agent Debate Based on Introspection
    2025/05/28 by Yue Cui, Cui, Yue, Liuyi Yao +9 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Topic Modeling
  77. Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists
    2025/05/28 by Yue Cui, Cui, Yue, Liuyi Yao +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  78. UniDM: A Unified Framework for Data Manipulation with Large Language Models
    2024/05/10 by Yichen Qian, Yongyi He, Qian, Yichen +19 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  79. AAA: an Adaptive Mechanism for Locally Differential Private Mean Estimation
    2024/04/02 by Fei Wei, Ergute Bao, Wei, Fei +7 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  80. VertiMRF: Differentially Private Vertical Federated Data Synthesis
    2024/06/27 by Fangyuan Zhao, Zitao Li, Zhao, Fangyuan +9 · 1 citation
    Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Data Quality and Management
  81. Understanding Byzantine Robustness in Federated Learning with A Black-box Server
    2024/08/12 by Zhao, Fangyuan, Xie, Yuexiang, Ren, Xuebin +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  82. Tree-based Models for Vertical Federated Learning: A Survey
    2025/04/03 by Qian, Bingchen, Xie, Yuexiang, Li, Yaliang +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  83. Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution
    2025/12/11 by Cao, Zouying, Deng, Jiaji, Yu, Li +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences