Hong Cheng

1. A Survey of Graph Meets Large Language Model: Progress and Future Directions
   2023/11/21 by Yuhan Li, Zhixun Li, Li, Yuhan +11 · 1 voice · 7 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Topic Modeling #cs.CL #cs.LG #cs.SI
2. DialogGen: Multi-modal Interactive Dialogue System for Multi-turn Text-to-Image Generation
   2024/03/13 by Minbin Huang, Yanxin Long, Huang, Minbin +15 · 1 voice · 6 citations
   Computer Science · #Speech and dialogue systems #Multimodal Machine Learning Applications #Topic Modeling
3. Semi-Supervised Graph Classification: A Hierarchical Graph Perspective
   2019/04/10 by Jia Li, Li, Jia, Yu Rong +9 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Graph Prompt Learning: A Comprehensive Survey and Beyond
   2023/11/28 by Xiangguo Sun, Jiawen Zhang, Sun, Xiangguo +9 · 9 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
5. Can Graph Learning Improve Planning in LLM-based Agents?
   2024/05/29 by Xixi Wu, Yifei Shen, Wu, Xixi +19 · 10 citations
   Computer Science · #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
6. PUMA: Secure Inference of LLaMA-7B in Five Minutes
   2023/07/24 by Ye Dong, Wenjie Lu, Dong, Ye +17 · 7 citations
   Computer Science · Engineering · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Privacy-Preserving Technologies in Data
7. ProG: A Graph Prompt Learning Benchmark
   2024/06/08 by Chenyi Zi, Haihong Zhao, Zi, Chenyi +9 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
8. A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers
   2023/06/03 by Xiaoyan Zhao, Yang Deng, Zhao, Xiaoyan +15 · 5 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
9. Self-supervised Hypergraph Representation Learning for Sociological Analysis
   2022/12/22 by Xiangguo Sun, Sun, Xiangguo, Hong Cheng +11 · 4 citations
   Physics and Astronomy · #Complex Network Analysis Techniques #Computers and Society (cs.CY) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
10. Approximate Closest Community Search in Networks
    2015/05/22 by Xin Huang, Huang, Xin, Laks V. S. Lakshmanan +5 · 2 citations
    Computer Science · Physics and Astronomy · #Caching and Content Delivery #Complex Network Analysis Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Optimization and Search Problems #Social and Information Networks (cs.SI)
11. Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
    2025/03/04 by Xiaoyan Zhao, Qiu, Yilun, Yang Zhang +12 · 13 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Semantic Web and Ontologies
12. Can Large Language Models Be Query Optimizer for Relational Databases?
    2025/02/08 by Jie Tan, Kangfei Zhao, Tan, Jie +15 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies
13. EvoFlow: Evolving Diverse Agentic Workflows On The Fly
    2025/02/11 by Guibin Zhang, Kai‐Jie Chen, Zhang, Guibin +13 · 10 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Multi-Agent Systems and Negotiation #Simulation Techniques and Applications
14. ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization
    2025/09/16 by Xixi Wu, Kuan Li, Wu, Xixi +27 · 18 citations
    Computer Science · #Data Management and Algorithms #Web Data Mining and Analysis #Topic Modeling
15. User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems
    2022/02/07 by Yang Deng, Deng, Yang, Wenxuan Zhang +7 · 2 citations
    Computer Science · #Speech and dialogue systems #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
16. FocusDiffuser: Perceiving Local Disparities for Camouflaged Object Detection
    2024/07/18 by Zhao Jianwei, Xin Li, Zhao, Jianwei +10 · 3 citations
    Computer Science · Neuroscience · #Visual Attention and Saliency Detection #Face Recognition and Perception #Olfactory and Sensory Function Studies
17. NextQuill: Causal Preference Modeling for Enhancing LLM Personalization
    2025/06/03 by Xiaoyan Zhao, Zhao, Xiaoyan, Juntao You +13 · 11 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Semantic Web and Ontologies
18. Sparse Bayesian Dictionary Learning with a Gaussian Hierarchical Model
    2015/03/07 by Linxiao Yang, Yang, Linxiao, Jun Fang +5 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Image and Signal Denoising Methods #Information Theory (cs.IT) #Machine Learning (cs.LG) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
19. Does Graph Prompt Work? A Data Operation Perspective with Theoretical Analysis
    2024/10/02 by Q Wang, Wang, Qunzhong, Xiangguo Sun +3 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Semantic Web and Ontologies #Social and Information Networks (cs.SI)
20. When Do LLMs Help With Node Classification? A Comprehensive Analysis
    2025/02/02 by Xuan Wu, Yifei Shen, Wu, Xixi +11 · 4 citations
    Engineering · #Advanced Algorithms and Applications #Advanced Sensor and Control Systems
21. A Survey of Graph Transformers: Architectures, Theories and Applications
    2025/02/23 by Chaohao Yuan, Kangfei Zhao, Yuan, Chaohao +15 · 5 citations
    #cs.LG #cs.AI
22. Predicting Path Failure In Time-Evolving Graphs
    2019/05/10 by Jia Li, Zhichao Han, Li, Jia +11 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Traffic Prediction and Management Techniques
23. The Performance of State-Owned Enterprises: New Evidence from the China Employer-Employee Survey
    2019/02/25 by Hong Cheng, Hongbin Li, Tang Li +1 · 1 citation
    Business, Management and Accounting · Economics, Econometrics and Finance · #Corporate Finance and Governance #Energy, Environment, Economic Growth #Taxation and Compliance Studies
24. Demystifying Reinforcement Learning for Long-Horizon Tool-Using Agents: A Comprehensive Recipe
    2026/03/23 by Xixi Wu, Qianguo Sun, Ruiyang Zhang +4 · 1 voice
    Computer Science · #cs.LG #cs.CL
25. MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval
    2025/09/06 by Xixi Wu, Wu, Xixi, Yanchao Tan +7 · 5 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
26. Incipient Fault Detection in Power Distribution System: A Time-Frequency Embedded Deep Learning Based Approach
    2023/02/18 by Qiyue Li, Li, Qiyue, Huan Luo +11 · 1 citation
    Engineering · #FOS: Electrical engineering #Machine Fault Diagnosis Techniques #Power System Reliability and Maintenance #Power Systems Fault Detection #Signal Processing (eess.SP) #electronic engineering #information engineering
27. Accelerating Maximal Clique Enumeration via Graph Reduction
    2023/11/01 by Wen Deng, Weiguo Zheng, Deng, Wen +3 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms
28. Language Agents for Detecting Implicit Stereotypes in Text-to-image Models at Scale
    2023/10/18 by Qichao Wang, Bian Tian, Wang, Qichao +15 · 1 citation
    Social Sciences · #Computational and Text Analysis Methods
29. Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models
    2025/04/09 by Xiaoyan Zhao, Zhao, Xiaoyan, Yang Deng +13 · 3 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Recommender Systems and Techniques #Topic Modeling
30. All in One: Multi-Task Prompting for Graph Neural Networks (Extended Abstract)
    2024/03/11 by Xiangguo Sun, Sun, Xiangguo, Hong Cheng +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
31. Fourier Geometric Wind Power Forecasting with Numerical Weather Prediction
    2026/07/19 by Shiyuan Piao, Fan Zehui, Yang Liu +4
    #cs.AI