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07/18/2023
Modeling Orders of User Behaviors via Differentiable Sorting: A Multi-task Framework to Predicting User Post-click Conversion
User post-click conversion prediction is of high interest to researchers...
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02/03/2023
Causal Inference Based Single-branch Ensemble Trees For Uplift Modeling
In this manuscript (ms), we propose causal inference based single-branch...
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06/12/2022
Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network
Modeling human mobility helps to understand how people are accessing res...
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04/18/2022
MP2: A Momentum Contrast Approach for Recommendation with Pointwise and Pairwise Learning
Binary pointwise labels (aka implicit feedback) are heavily leveraged by...
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01/31/2022
Learning to Hash Naturally Sorts
Locality sensitive hashing pictures a list-wise sorting problem. Its tes...
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06/03/2021
You Never Cluster Alone
Recent advances in self-supervised learning with instance-level contrast...
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05/20/2020
M2GRL: A Multi-task Multi-view Graph Representation Learning Framework for Web-scale Recommender Systems
Combining graph representation learning with multi-view data (side infor...
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12/12/2019
Tracing the Propagation Path: A Flow Perspective of Representation Learning on Graphs
Graph Convolutional Networks (GCNs) have gained significant developments...
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05/27/2019
Performance of Network-Assisted Full-Duplex for Cell-Free Massive MIMO
Network assisted full-duplex (NAFD) is a spatial-division duplex techniq...
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05/16/2019
Deep Session Interest Network for Click-Through Rate Prediction
Click-Through Rate (CTR) prediction plays an important role in many indu...
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04/28/2018
User-Sensitive Recommendation Ensemble with Clustered Multi-Task Learning
This paper considers recommendation algorithm ensembles in a user-sensit...
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11/30/2017
Collaborative Filtering with Social Exposure: A Modular Approach to Social Recommendation
This paper is concerned with how to make efficient use of social informa...
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03/01/2014
Dynamic Decision Process Modeling and Relation-line Handling in Distributed Cooperative Modeling System
The Distributed Cooperative Modeling System (DCMS) solves complex decisi...
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02/28/2014
