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Yaliang Li

  1. Simple and Deep Graph Convolutional Networks
    2020/07/04 by Ming Chen, Chen, Ming, Zhewei Wei +7 · 71 citations
    Computer Science · #Advanced Graph Neural Networks #Big Data and Digital Economy #Topic Modeling
  2. A Survey on Causal Inference
    2020/02/05 by Liuyi Yao, Yao, Liuyi, Zhixuan Chu +9 · 23 citations
    Mathematics · Computer Science · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Statistical Methods and Inference
  3. AgentScope: A Flexible yet Robust Multi-Agent Platform
    2024/02/21 by Dawei Gao, Zitao Li, Gao, Dawei +30 · 28 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  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. Safety Layers in Aligned Large Language Models: The Key to LLM Security
    2024/08/30 by Li Shen, Liuyi Yao, Li, Shen +5 · 34 citations
    Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Data Quality and Management #Cloud Data Security Solutions
  6. FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning
    2023/09/01 by Weirui Kuang, Kuang, Weirui, Bingchen Qian +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. 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)
  9. 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
  10. 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
  11. 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
  12. ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph
    2023/12/30 by Jinhao Jiang, Jiang, Jinhao, Kun Zhou +7 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  13. Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes
    2023/12/11 by Zhen Qin, Qin, Zhen, Daoyuan Chen +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)
  14. Data Poisoning Attack against Knowledge Graph Embedding
    2019/04/26 by Hengtong Zhang, Zhang, Hengtong, Tianhang Zheng +11 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  15. Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers
    2024/02/27 by Xinyu Tang, Tang, Xinyu, Xiaolei Wang +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  16. Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning
    2021/05/20 by Yang Deng, Yaliang Li, Deng, Yang +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
  17. AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search
    2020/01/13 by Daoyuan Chen, Chen, Daoyuan, Yaliang Li +17 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  18. FS-Real: Towards Real-World Cross-Device Federated Learning
    2023/03/23 by Daoyuan Chen, Chen, Daoyuan, Dawei Gao +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
  19. 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
  20. Automated Relational Meta-learning
    2020/01/03 by Huaxiu Yao, Yao, Huaxiu, Xian Wu +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
  21. 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
  22. 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
  23. 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
  24. BiMix: A Bivariate Data Mixing Law for Language Model Pretraining
    2024/05/23 by Ce Ge, Zhijian Ma, Ge, Ce +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
  25. ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization
    2024/03/17 by M. S. Liu, Daoyuan Chen, Liu, Mengsha +7 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  26. Efficient Personalized Federated Learning via Sparse Model-Adaptation
    2023/05/04 by Daoyuan Chen, Chen, Daoyuan, Liuyi Yao +7 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  27. Enhancing Latent Computation in Transformers with Latent Tokens
    2025/05/19 by Yanxi Chen, Sun, Yuchang, 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
  28. Bringing Semantic Structures to User Intent Detection in Online Medical Queries
    2017/10/22 by Chenwei Zhang, Nan Du, Zhang, Chenwei +9 · 1 citation
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Recommender Systems and Techniques
  29. 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
  30. 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
  31. LLM-Based Multi-Agent Systems are Scalable Graph Generative Models
    2024/10/13 by Jiarui Ji, Ji, Jiarui, Runlin Lei +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
  32. Privacy-preserving Cross-domain Recommendation with Federated Graph Learning
    2024/05/13 by Changxin Tian, Yuexiang Xie, Xu Chen +2 · 2 citations
  33. 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
  34. 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
  35. 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
  36. 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
  37. Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents
    2026/01/05 by Yi Yu, Liuyi Yao, Yuexiang Xie +4 · 3 citations
    #cs.CL
  38. EE-Tuning: An Economical yet Scalable Solution for Tuning Early-Exit Large Language Models
    2024/02/01 by Xuchen Pan, Yanxi Chen, Pan, Xuchen +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
  39. 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
  40. 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
  41. Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists
    2025/05/28 by Yue Cui, Liuyi Yao, Cui, Yue +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
  42. VertiMRF: Differentially Private Vertical Federated Data Synthesis
    2024/06/27 by Fangyuan Zhao, Zhao, Fangyuan, Zitao Li +9 · 1 citation
    Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Data Quality and Management
  43. Responsible Diffusion Models via Constraining Text Embeddings within Safe Regions
    2025/05/21 by Zhiwen Li, Li, Zhiwen, Die Yan Chen +11 · 2 citations
    Computer Science · #Topic Modeling #Advanced Text Analysis Techniques
  44. Hybrid Analysis for Secure MCP Tool Use in LLM Agents
    2026/07/28 by Ping He, Yuexiang Xie, Yaliang Li +1
    #cs.CR #cs.AI