Publications
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI
Hao Liang, Xiaochen Ma, Zhou Liu, Zhen Hao Wong, Zhengyang Zhao, Zimo Meng, Runming He, Chengyu Shen, Linpeng Tang, Wentao Zhang et al.
arXiv preprint arXiv:2512.16676 (2025).
FDB-Keeper: Enabling Scalable Coordination Services for Metadata Management using Distributed Key-Value Databases
Jun-Peng Zhu, Lingfeng Zhang, Peng Cai, Xuan Zhou, Peisen Zhao, Xue Wang, Linpeng Tang
Proceedings of the VLDB Endowment 18.12 (2025): 5004-5016.
RARE: Retrieval-Augmented Reasoning Modeling
Zhengren Wang, Jiayang Yu, Dongsheng Ma, Zhe Chen, Yu Wang, Zhiyu Li, Feiyu Xiong, Yanfeng Wang, Weinan E, Linpeng Tang, Wentao Zhang
arXiv preprint arXiv:2503.23513 (2025).
Memory3: Language modeling with explicit memory
Hongkang Yang, Zehao Lin, Wenjin Wang, Hao Wu, Zhiyu Li, Bo Tang, Wenqiang Wei, Feiyu Xiong, Linpeng Tang, Weinan E et al.
arXiv preprint arXiv:2407.01178 (2024).
Fast, Approximate Vector Queries on Very Large Unstructured Datasets
Zili Zhang, Chao Jin, Linpeng Tang, Xuanzhe Liu, and Xin Jin
In 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23), pp. 995-1011. 2023.
Scheduling Computation Graphs of Deep Learning Models on Manycore CPUs
Linpeng Tang, Yida Wang, Theodore L Willke, Kai Li
arXiv preprint arXiv:1807.09667 (2018).
Popularity Prediction of Facebook Videos for Higher Quality Streaming
Linpeng Tang, Qi Huang, Amit Puntambekar, Ymir Vigfusson, Wyatt Lloyd, Kai Li
In Proceedings of 2017 USENIX Annual Technical Conference (ATC 17), July 2017.
RIPQ: Advanced Photo Caching on Flash for Facebook
Linpeng Tang, Qi Huang, Wyatt Lloyd, Sanjeev Kumar, Kai Li
In Proc. 13th USENIX conference on File and Storage Technologies (FAST 15), February 2015.
Deep Exponential Families
Rajesh Ranganath, Linpeng Tang, Laurent Charlin, David M. Blei
In Proc. 18th International Conference on Artificial Intelligence and Statistics (AISTATS 15), May 2015.
f4: Facebook’s Warm BLOB Storage System
Subramanian Muralidhar, Wyatt Lloyd, Sabyasachi Roy, Cory Hill, Ernest Lin, Weiwen Liu, Satadru Pan, Shiva Shankar, Viswanath Sivakumar, Linpeng Tang, and Sanjeev Kumar
In Proc. 11th Symposium on Operating Systems Design and Implementation (OSDI 14), October 2014.
Combining Factorization Model and Additive Forest for Collaborative Followee Recommendation
Tianqi Chen, Linpeng Tang, Qin Liu, Diyi Yang, Saining Xie, Xuezhi Cao, Chunyang Wu, Enpeng Yao, Zhengyang Liu, Zhansheng Jiang, Cheng Chen, Weihao Kong, Yong Yu
KDD-Cup Workshop, August 2012. (Our method won the 1st place in KDDCup 2012, Track 1)
Incorporating Occupancy into Frequent Pattern Mining for High Quality Pattern Recommendation
Linpeng Tang, Lei Zhang, Ping Luo, Min Wang
In Proc. 21st ACM international conference on Information and knowledge management (CIKM 12), October 2012. (best student paper award)
Harnessing the Wisdom of the Crowds for Accurate Web Page Clipping
Lei Zhang, Linpeng Tang, Ping Luo, Enhong Chen, Limei Jiao, Min Wang, Guiquan Liu
In Proc. 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 12), August 2012.
Towards a More Accurate Network Coordinate System with Robust Error Measure
Linpeng Tang, Zhiyong Shen, Qunyang Lin, Junqing Xie
In Proc. 11th International IFIP TC 6 Conference on Networking (IFIP Networking 12), May 2012.
On Strategy-proof Allocation without Payments or Priors
Li Han, Chunzhi Su, Linpeng Tang, Hongyang Zhang
In The 8th Workshop on Internet & Network Economics (WINE 2012), December 2012.