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Bolin Ding

  1. Simple and Deep Graph Convolutional Networks
    2020/07/04 by Ming Chen, Chen, Ming, Zhewei Wei +7 · 80 citations
    Computer Science · #Advanced Graph Neural Networks #Big Data and Digital Economy #Topic Modeling
  2. Collecting Telemetry Data Privately
    2017/12/05 by Bolin Ding, Ding, Bolin, Janardhan Kulkarni +3 · 45 citations
    Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Data Quality and Management #Mobile Crowdsensing and Crowdsourcing
  3. Towards Universal Sequence Representation Learning for Recommender Systems
    2022/06/13 by Yupeng Hou, Shanlei Mu, Hou, Yupeng +9 · 24 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
  4. AgentScope: A Flexible yet Robust Multi-Agent Platform
    2024/02/21 by Dawei Gao, Zitao Li, Gao, Dawei +30 · 31 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  5. 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 · 22 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  6. Improving LoRA in Privacy-preserving Federated Learning
    2024/03/18 by Youbang Sun, Sun, Youbang, Zitao Li +5 · 24 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)
  7. 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
  8. Recommendation Unlearning
    2022/01/18 by Chong Chen, Fei Sun, Chen, Chong +5 · 10 citations
    Computer Science · #Recommender Systems and Techniques #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  9. EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism
    2023/12/08 by Yanxi Chen, Xuchen Pan, Chen, Yanxi +7 · 14 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)
  10. GenSim: A General Social Simulation Platform with Large Language Model based Agents
    2024/10/06 by Jiakai Tang, Tang, Jiakai, Gao, Heyang +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
  11. CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting
    2023/05/20 by Xue Wang, Tian Zhou, Xue, Wang +9 · 10 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
  12. SoK: Privacy-Preserving Data Synthesis
    2023/07/05 by Yuzheng Hu, Hu, Yuzheng, Fan Wu +17 · 10 citations
    Computer Science · #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  13. 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
  14. Lero: A Learning-to-Rank Query Optimizer
    2023/02/14 by Rong Zhu, Wei Chen, Zhu, Rong +11 · 7 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
  15. When to Trust LLMs: Aligning Confidence with Response Quality
    2024/04/26 by Shuchang Tao, Liuyi Yao, Tao, Shuchang +15 · 9 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
  16. FederatedScope: A Flexible Federated Learning Platform for Heterogeneity
    2022/04/11 by Yuexiang Xie, Xie, Yuexiang, Zhen Wang +15 · 6 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
  17. Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study
    2023/07/16 by Peiyu Liu, Liu, Peiyu, Zikang Liu +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
  18. PRICE: A Pretrained Model for Cross-Database Cardinality Estimation
    2024/06/03 by Tianjing Zeng, Zeng, Tianjing, Junwei Lan +17 · 7 citations
    Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. 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)
  20. pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning
    2022/06/08 by Daoyuan Chen, Dawei Gao, Chen, Daoyuan +7 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  21. Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization
    2024/07/10 by Junkang Wu, Yuexiang Xie, Wu, Junkang +15 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems
  22. Automated Relational Meta-learning
    2020/01/03 by Huaxiu Yao, Yao, Huaxiu, Xian Wu +10 · 4 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
  23. EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks
    2022/05/27 by Runlin Lei, Lei, Runlin, Zhen Wang +7 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. FS-Real: Towards Real-World Cross-Device Federated Learning
    2023/03/23 by Daoyuan Chen, Chen, Daoyuan, Dawei Gao +13 · 4 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
  25. AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search
    2020/01/13 by Daoyuan Chen, Yaliang Li, Chen, Daoyuan +17 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  26. 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
  27. FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning
    2022/04/12 by Zhen Wang, Wang, Zhen, Weirui Kuang +11 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  28. Very Large-Scale Multi-Agent Simulation in AgentScope
    2024/07/25 by Xuchen Pan, Pan, Xuchen, Dawei Gao +14 · 6 citations
    Computer Science · Engineering · #Multi-Agent Systems and Negotiation #Simulation and Modeling Applications
  29. Talk to Right Specialists: Iterative Routing in Multi-agent Systems for Question Answering
    2025/01/14 by Fan Wu, Wu, Feijie, Zitao Li +9 · 7 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
  30. DILI: A Distribution-Driven Learned Index (Extended version)
    2023/04/18 by Pengfei Li, Li, Pengfei, Hua Lu +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
  31. BiMix: A Bivariate Data Mixing Law for Language Model Pretraining
    2024/05/23 by Ce Ge, Ge, Ce, Zhijian Ma +7 · 4 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
  32. Efficient Personalized Federated Learning via Sparse Model-Adaptation
    2023/05/04 by Daoyuan Chen, Chen, Daoyuan, Liuyi Yao +7 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  33. Provable Scaling Laws for the Test-Time Compute of Large Language Models
    2024/11/29 by Yanxi Chen, Chen, Yanxi, Yaliang Li +6 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  34. Scalable Graph Neural Networks via Bidirectional Propagation
    2020/10/29 by Ming Chen, Chen, Ming, Zhewei Wei +11 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Graph Theory and Algorithms
  35. Comparing Population Means under Local Differential Privacy: with Significance and Power
    2018/03/24 by Bolin Ding, Harsha Nori, Ding, Bolin +5 · 2 citations
    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)
  36. 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
  37. 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)
  38. LLM-Based Multi-Agent Systems are Scalable Graph Generative Models
    2024/10/13 by Jiarui Ji, Runlin Lei, Ji, Jiarui +14 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  39. Enhancing Latent Computation in Transformers with Latent Tokens
    2025/05/19 by Sun, Yuchang, Yanxi Chen, Chen, Yanxi +4 · 6 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
  40. 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 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  41. FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data
    2020/07/29 by Yuexiang Xie, Zhen Wang, Xie, Yuexiang +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
  42. Incentivizing Strong Reasoning from Weak Supervision
    2025/05/26 by Yige Yuan, Yuan, Yige, Teng Xiao +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
  43. Baihe: SysML Framework for AI-driven Databases
    2021/12/29 by Andreas Pfadler, Rong Zhu, Pfadler, Andreas +11 · 1 voice
    Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Data Quality and Management #Semantic Web and Ontologies #cs.AI #cs.DB #eess.SY
  44. 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
  45. 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
  46. 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
  47. 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
  48. Exploring Selective Layer Fine-Tuning in Federated Learning
    2024/08/28 by Yuchang Sun, Sun, Yuchang, Yuexiang Xie +7 · 2 citations
    Computer Science · #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)
  49. Designing Algorithms Empowered by Language Models: An Analytical Framework, Case Studies, and Insights
    2024/07/20 by Yanxi Chen, Yaliang Li, Chen, Yanxi +5 · 1 voice
    Computer Science · Engineering · #Advanced Algorithms and Applications #Advanced Sensor and Control Systems #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  50. Linear and Range Counting under Metric-based Local Differential Privacy
    2019/09/25 by Zhuolun Xiang, Xiang, Zhuolun, Bolin Ding +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
  51. 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
  52. Tunable Soft Prompts are Messengers in Federated Learning
    2023/11/12 by Chenhe Dong, Dong, Chenhe, Yuexiang Xie +7 · 1 citation
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
  53. 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
  54. 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
  55. UniDM: A Unified Framework for Data Manipulation with Large Language Models
    2024/05/10 by Yichen Qian, Qian, Yichen, Yongyi He +19 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  56. AAA: an Adaptive Mechanism for Locally Differential Private Mean Estimation
    2024/04/02 by Fei Wei, Wei, Fei, Ergute Bao +7 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  57. 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