Menghan Wang | DeepAI

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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...

0 Menghan Wang, et al. ∙

∙ 02/03/2023

Causal Inference Based Single-branch Ensemble Trees For Uplift Modeling

In this manuscript (ms), we propose causal inference based single-branch...

0 Fanglan Zheng, et al. ∙

∙ 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...

0 Zongyuan Huang, et al. ∙

∙ 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...

0 Menghan Wang, et al. ∙

∙ 01/31/2022

Learning to Hash Naturally Sorts

Locality sensitive hashing pictures a list-wise sorting problem. Its tes...

0 Yuming Shen, et al. ∙

∙ 06/03/2021

You Never Cluster Alone

Recent advances in self-supervised learning with instance-level contrast...

0 Yuming Shen, et al. ∙

∙ 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...

0 Menghan Wang, et al. ∙

∙ 12/12/2019

Tracing the Propagation Path: A Flow Perspective of Representation Learning on Graphs

Graph Convolutional Networks (GCNs) have gained significant developments...

0 Menghan Wang, et al. ∙

∙ 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...

0 Dongming Wang, et al. ∙

∙ 05/16/2019

Deep Session Interest Network for Click-Through Rate Prediction

Click-Through Rate (CTR) prediction plays an important role in many indu...

0 Yufei Feng, et al. ∙

∙ 04/28/2018

User-Sensitive Recommendation Ensemble with Clustered Multi-Task Learning

This paper considers recommendation algorithm ensembles in a user-sensit...

0 Menghan Wang, et al. ∙

∙ 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...

0 Menghan Wang, et al. ∙

∙ 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...

0 Menghan Wang, et al. ∙

∙ 02/28/2014

An Incidence Geometry approach to Dictionary Learning

We study the Dictionary Learning (aka Sparse Coding) problem of obtainin...

0 Meera Sitharam, et al. ∙

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