Peng Dai

According to our database, Peng Dai authored at least 40 papers between 2007 and 2024.

Collaborative distances:

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

2024

Multi-Behavior Graph Neural Networks for Recommender System.

Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo

IEEE Trans. Neural Networks Learn. Syst., April, 2024

2022

An Efficient and Robust System for Vertically Federated Random Forest.

Houpu Yao, Jiazhou Wang, Peng Dai, Liefeng Bo, Yanqing Chen

CoRR, 2022

Spatial-Temporal Sequential Hypergraph Network for Crime Prediction.

Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen

CoRR, 2022

2021

Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform.

Bo Liu, Chaowei Tan, Jiazhou Wang, Tao Zeng, Huasong Shan, Houpu Yao, Heng Huang, Peng Dai, Liefeng Bo, Yanqing Chen

CoRR, 2021

Graph Meta Network for Multi-Behavior Recommendation.

Lianghao Xia, Yong Xu, Chao Huang, Peng Dai, Liefeng Bo

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning.

Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling.

Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Mengyin Lu, Liefeng Bo

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

EnsemFDet: An Ensemble Approach to Fraud Detection based on Bipartite Graph.

Yuxiang Ren, Hao Zhu, Jiawei Zhang, Peng Dai, Liefeng Bo

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

Social Recommendation with Self-Supervised Metagraph Informax Network.

Xiaoling Long, Chao Huang, Yong Xu, Huance Xu, Peng Dai, Lianghao Xia, Liefeng Bo

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network.

Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation.

Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Knowledge-aware Coupled Graph Neural Network for Social Recommendation.

Chao Huang, Huance Xu, Yong Xu, Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation.

Chao Huang, Jiahui Chen, Lianghao Xia, Yong Xu, Peng Dai, Yanqing Chen, Liefeng Bo, Jiashu Zhao, Jimmy Xiangji Huang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network.

Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Bo Zhang, Liefeng Bo

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Cross-Interaction Hierarchical Attention Networks for Urban Anomaly Prediction.

Chao Huang, Chuxu Zhang, Peng Dai, Liefeng Bo

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Joint Modeling of Local and Global Behavior Dynamics for Session-Based Recommendation.

Yong Xu, Jiahui Chen, Chao Huang, Bo Zhang, Hao Xing, Peng Dai, Liefeng Bo

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Generative Adversarial Attributed Network Anomaly Detection.

Zhenxing Chen, Bo Liu, Meiqing Wang, Peng Dai, Jun Lv, Liefeng Bo

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Heterogeneous Deep Graph Infomax.

Yuxiang Ren, Bo Liu, Chao Huang, Peng Dai, Liefeng Bo, Jiawei Zhang

CoRR, 2019

Deep Dynamic Fusion Network for Traffic Accident Forecasting.

Chao Huang, Chuxu Zhang, Peng Dai, Liefeng Bo

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2016

Crowdsourcing Human Annotation on Web Page Structure: Infrastructure Design and Behavior-Based Quality Control.

Shuguang Han, Peng Dai, Praveen K. Paritosh, David Huynh

ACM Trans. Intell. Syst. Technol., 2016

AppGrouper: Knowledge-based Interactive Clustering Tool for App Search Results.

Shuo Chang, Peng Dai, Lichan Hong, Cheng Sheng, Tianjiao Zhang, Ed H. Chi

Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016

2015

Got Many Labels?: Deriving Topic Labels from Multiple Sources for Social Media Posts using Crowdsourcing and Ensemble Learning.

Shuo Chang, Peng Dai, Jilin Chen, Ed Huai-hsin Chi

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

And Now for Something Completely Different: Improving Crowdsourcing Workflows with Micro-Diversions.

Peng Dai, Jeffrey M. Rzeszotarski, Praveen K. Paritosh, Ed H. Chi

Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015

2013

Constructing Crowdsourced Workflows.

Peng Dai

Proceedings of the Handbook of Human Computation, 2013

POMDP-based control of workflows for crowdsourcing.

Peng Dai, Christopher H. Lin, Mausam, Daniel S. Weld

Artif. Intell., 2013

Inserting Micro-Breaks into Crowdsourcing Workflows.

Jeffrey M. Rzeszotarski, Ed H. Chi, Praveen K. Paritosh, Peng Dai

Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

2012

Reverse Iterative Deepening for Finite-Horizon MDPs with Large Branching Factors.

Andrey Kolobov, Peng Dai, Mausam, Daniel S. Weld

Proceedings of the Twenty-Second International Conference on Automated Planning and Scheduling, 2012

2011

Topological Value Iteration Algorithms.

Peng Dai, Mausam, Daniel S. Weld, Judy Goldsmith

J. Artif. Intell. Res., 2011

Execution control for crowdsourcing.

Daniel S. Weld, Mausam, Peng Dai

Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology, Santa Barbara, CA, USA, October 16-19, 2011, 2011

Human Intelligence Needs Artificial Intelligence.

Daniel S. Weld, Mausam, Peng Dai

Proceedings of the Human Computation, 2011

Artificial Intelligence for Artificial Artificial Intelligence.

Peng Dai, Mausam, Daniel S. Weld

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Ranking policies in discrete Markov decision processes.

Peng Dai, Judy Goldsmith

Ann. Math. Artif. Intell., 2010

Decision-Theoretic Control of Crowd-Sourced Workflows.

Peng Dai, Mausam, Daniel S. Weld

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Domain-Independent, Automatic Partitioning for Probabilistic Planning.

Peng Dai, Mausam, Daniel S. Weld

Proceedings of the IJCAI 2009, 2009

Finding Best <i>k</i> Policies.

Peng Dai, Judy Goldsmith

Proceedings of the Algorithmic Decision Theory, First International Conference, 2009

Focused Topological Value Iteration.

Peng Dai, Mausam, Daniel S. Weld

Proceedings of the 19th International Conference on Automated Planning and Scheduling, 2009

2008

Expediting RL by using graphical structures.

Peng Dai, Alexander L. Strehl, Judy Goldsmith

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Partitioned External-Memory Value Iteration.

Peng Dai, Mausam, Daniel S. Weld

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Topological Value Iteration Algorithm for Markov Decision Processes.

Peng Dai, Judy Goldsmith

Proceedings of the IJCAI 2007, 2007

Multi-Threaded BLAO* Algorithm.

Peng Dai, Judy Goldsmith

Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007