Peng Fang

According to our database, Peng Fang authored at least 22 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A survey of social network alignment methods based on graph representation learning.

Yutong Wu, Feiyang Li, Zhan Shi, Zhipeng Tian, Wang Zhang, Peng Fang, Renzhi Xiao, Fang Wang, Dan Feng

Frontiers Comput. Sci., June, 2026

Terark-DS: A High-Performance and Storage-Efficient Key-Value Separation Storage Engine on Disaggregated Storage.

Jianshun Zhang, Xun Deng, Fang Wang, Jiaxin Ou, Yi Wang, Hao Wang, Jianjun Chen, Peng Fang, Dan Feng

Proc. VLDB Endow., January, 2026

Characterizing the Evolution of Inter-Actor Networks in the South China Sea Arbitration via Entropy-Driven Graph Representation Learning from Massive Media Event Data.

Menglan Ma, Hong Yu, Peng Fang

Entropy, 2026

TokaDB: A Unified Storage Engine for Training-Serving Data Management in Large Recommendation Models.

Peng Fang, Kelei Guo, Cheng Chen, Wei Zhang, Mingming Chen, Huaye Xu, Borong Meng, Zongjia Chen, Mingshuai Wang, Luping Wang, Yuan Zhang, Shiru Ren, Fang Wang, Dan Feng

Proceedings of the Companion of the International Conference on Management of Data, 2026

2025

Scavenger+: Revisiting Space-Time Tradeoffs in Key-Value Separated LSM-Trees.

Jianshun Zhang, Fang Wang, Jiaxin Ou, Yi Wang, Ming Zhao, Sheng Qiu, Junxun Huang, Baoquan Li, Peng Fang, Dan Feng

IEEE Trans. Computers, October, 2025

CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models.

Feiyang Li, Peng Fang, Zhan Shi, Arijit Khan, Fang Wang, Dan Feng, Weihao Wang, Xin Zhang, Yong Cui

CoRR, April, 2025

Information-Oriented Random Walks and Pipeline Optimization for Distributed Graph Embedding.

Peng Fang, Zhenli Li, Arijit Khan, Siqiang Luo, Fang Wang, Zhan Shi, Dan Feng

IEEE Trans. Knowl. Data Eng., January, 2025

SpiderCache: Semantic-Aware Caching Strategy for DNN Training.

Zesong Wang, Peng Fang, Fang Wang, Hong Jiang, Yimin Lu, Zhan Shi, Dan Feng

Proceedings of the 54th International Conference on Parallel Processing, 2025

OMeGa: Boosting Large-scale Graph Embeddings with Heterogeneous Memory Processing.

Peng Fang, Siqiang Luo, Fang Wang, Bolong Zheng, Hong Jiang, Dan Feng, Hechang Pan, Xingyu Wan

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models.

Feiyang Li, Peng Fang, Zhan Shi, Arijit Khan, Fang Wang Weihao Wang, Xin Zhang, Cui Yongjian

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

A disk I/O optimized system for concurrent graph processing jobs.

Xianghao Xu, Fang Wang, Hong Jiang, Yongli Cheng, Dan Feng, Peng Fang

Frontiers Comput. Sci., June, 2024

Scavenger: Better Space-Time Trade-Offs for Key-Value Separated LSM-trees.

Jianshun Zhang, Fang Wang, Sheng Qiu, Yi Wang, Jiaxin Ou, Junxun Huang, Baoquan Li, Peng Fang, Dan Feng

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

How to Realize Efficient and Scalable Graph Embeddings via an Entropy-Driven Mechanism.

Peng Fang, Fang Wang, Zhan Shi, Hong Jiang, Dan Feng, Xianghao Xu, Wei Yin

IEEE Trans. Big Data, February, 2023

Distributed Graph Embedding with Information-Oriented Random Walks.

Peng Fang, Arijit Khan, Siqiang Luo, Fang Wang, Dan Feng, Zhenli Li, Wei Yin, Yuchao Cao

Proc. VLDB Endow., 2023

SOWalker: An I/O-Optimized Out-of-Core Graph Processing System for Second-Order Random Walks.

Yutong Wu, Zhan Shi, Shicai Huang, Zhipeng Tian, Pengwei Zuo, Peng Fang, Dan Feng

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

2022

An efficient memory data organization strategy for application-characteristic graph processing.

Peng Fang, Fang Wang, Zhan Shi, Dan Feng, Qianxu Yi, Xianghao Xu, Yongxuan Zhang

Frontiers Comput. Sci., 2022

GraphSD: A State and Dependency aware Out-of-Core Graph Processing System.

Xianghao Xu, Hong Jiang, Fang Wang, Yongli Cheng, Peng Fang

Proceedings of the 51st International Conference on Parallel Processing, 2022

2021

GraphCP: An I/O-Efficient Concurrent Graph Processing Framework.

Xianghao Xu, Fang Wang, Hong Jiang, Yongli Cheng, Dan Feng, Yongxuan Zhang, Peng Fang

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

HuGE: An Entropy-driven Approach to Efficient and Scalable Graph Embeddings.

Peng Fang, Fang Wang, Zhan Shi, Hong Jiang, Dan Feng, Lei Yang

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

HOSA: Fast Distributed Triangle Enumerating On Tera-Edge Graphs.

Yongxuan Zhang, Fang Wang, Dan Feng, Xianghao Xu, Peng Fang

Proceedings of the HPCCT & BDAI 2020: 4th High Performance Computing and Cluster Technologies Conference & 3rd International Conference on Big Data and Artificial Intelligence, 2020

2017

Does ideology affect the tone of international news coverage?

Menglan Ma, Peng Fang, Jianbo Gao, Changqing Song

Proceedings of the 2017 International Conference on Behavioral, 2017

2016

Identifying Political "hot" Spots Through Massive Media Data Analysis.

Peng Fang, Jianbo Gao, Fangli Fan, Luhai Yang

Proceedings of the Social, Cultural, and Behavioral Modeling, 9th International Conference, 2016