Li, Yaliang
- Simple and Deep Graph Convolutional Networks
2020/07/04 by Ming Chen, Zhewei Wei, Chen, Ming +7 · 71 citations
Computer Science · #Advanced Graph Neural Networks #Big Data and Digital Economy #Topic Modeling
- 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)
- RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms
2020/11/03 by Zhao, Wayne Xin, Mu, Shanlei, Hou, Yupeng +16 · 27 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- 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
- TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series
2023/08/16 by Chenxi Sun, Sun, Chenxi, Hongyan Li +4 · 24 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Time Series Analysis and Forecasting #Topic Modeling
- 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
- 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
- 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
- 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 · 18 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Improving LoRA in Privacy-preserving Federated Learning
2024/03/18 by Youbang Sun, Zitao Li, Sun, Youbang +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)
- Differential Privacy for Text Analytics via Natural Text Sanitization
2021/06/02 by Yue, Xiang, Du, Minxin, Wang, Tianhao +3 · 10 citations
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- 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 · 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)
- 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
- CRSLab: An Open-Source Toolkit for Building Conversational Recommender System
2021/01/04 by Zhou, Kun, Wang, Xiaolei, Zhou, Yuanhang +5 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model
2024/06/25 by Wu, Feijie, Li, Zitao, Li, Yaliang +2 · 15 citations
#Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources
2024/02/18 by Bai, Jiamu, Chen, Daoyuan, Qian, Bingchen +2 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains
2020/12/02 by Pan, Haojie, Wang, Chengyu, Qiu, Minghui +3 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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)
- Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning
2024/02/22 by Li, Shen, Yao, Liuyi, Gao, Jinyang +2 · 8 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Knowledge Graph-Guided Retrieval Augmented Generation
2025/02/08 by Xiangrong Zhu, Zhu, Xiangrong, Yuexiang Xie +7 · 13 citations
Computer Science · #Advanced Graph Neural Networks
- 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
- 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
- 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)
- 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
- 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)
- 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 · 29 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers
2024/02/27 by Xinyu Tang, Xiaolei Wang, Tang, Xinyu +9 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- 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
- From Training-Free to Adaptive: Empirical Insights into MLLMs' Understanding of Detection Information
2024/01/31 by Jiao, Qirui, Chen, Daoyuan, Huang, Yilun +2 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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)
- 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)
- 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
- 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
- Very Large-Scale Multi-Agent Simulation in AgentScope
2024/07/25 by Xuchen Pan, Dawei Gao, Pan, Xuchen +14 · 5 citations
Computer Science · Engineering · #Multi-Agent Systems and Negotiation #Simulation and Modeling Applications
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness
2023/11/10 by Fan, Mingyuan, Li, Xiaodan, Chen, Cen +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering
2018/12/06 by Deng, Yang, Xie, Yuexiang, Li, Yaliang +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Provable Scaling Laws for the Test-Time Compute of Large Language Models
2024/11/29 by Yanxi Chen, Chen, Yanxi, Pan, Xuchen +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
- Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering
2019/11/22 by Deng, Yang, Lam, Wai, Xie, Yuexiang +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- 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
- 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
- Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation
2021/08/30 by Yuexiang Xie, Fei Sun, Xie, Yuexiang +7 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- Growth Inhibitors for Suppressing Inappropriate Image Concepts in Diffusion Models
2024/08/02 by Die Chen, Chen, Die, Zhiwen Li +9 · 2 citations
Neuroscience · #Cognitive Science and Education Research
- 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
- 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)
- Diversity as a Reward: Fine-Tuning LLMs on a Mixture of Domain-Undetermined Data
2025/02/05 by Ling, Zhenqing, Chen, Daoyuan, Yao, Liuyi +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for and with Foundation Models
2024/12/23 by Daoyuan Chen, Chen, Daoyuan, Xuchen Pan +25 · 3 citations
Computer Science · #Advanced Computational Techniques and Applications #Distributed and Parallel Computing Systems #Advanced Database Systems and Queries
- 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
- 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
- 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
- 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
- On the Convergence of Zeroth-Order Federated Tuning for Large Language Models
2024/02/08 by Ling, Zhenqing, Chen, Daoyuan, Yao, Liuyi +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Review of Data-centric Time Series Analysis from Sample, Feature, and Period
2024/04/24 by Sun, Chenxi, Li, Hongyan, Li, Yaliang +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- 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
- 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
- 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
- Responsible Diffusion Models via Constraining Text Embeddings within Safe Regions
2025/05/21 by Zhiwen Li, Die Yan Chen, Li, Zhiwen +11 · 2 citations
Computer Science · #Topic Modeling #Advanced Text Analysis Techniques
- 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)
- MindGYM: What Matters in Question Synthesis for Thinking-Centric Fine-Tuning?
2025/03/12 by Xu, Zhe, Chen, Daoyuan, Ling, Zhenqing +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences