Yinan Zhang | DeepAI

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∙ 08/17/2023

Capturing Popularity Trends: A Simplistic Non-Personalized Approach for Enhanced Item Recommendation

Recommender systems have been gaining increasing research attention over...

0 Jiazheng Jing, et al. ∙

∙ 06/29/2022

Minimalist and High-performance Conversational Recommendation with Uncertainty Estimation for User Preference

Conversational recommendation system (CRS) is emerging as a user-friendl...

0 Yinan Zhang, et al. ∙

∙ 06/15/2022

Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator

Subsurface simulations use computational models to predict the flow of f...

2 Tailin Wu, et al. ∙

∙ 04/08/2022

IA-GCN: Interactive Graph Convolutional Network for Recommendation

Recently, Graph Convolutional Network (GCN) has become a novel state-of-...

0 Yinan Zhang, et al. ∙

∙ 06/09/2021

Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems

Proper initialization is crucial to the optimization and the generalizat...

1 Yinan Zhang, et al. ∙

∙ 12/17/2020

Neural Radiance Flow for 4D View Synthesis and Video Processing

We present a method, Neural Radiance Flow (NeRFlow),to learn a 4D spatia...

2 Yilun Du, et al. ∙

∙ 10/18/2020

Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering

Differentiable rendering has paved the way to training neural networks t...

10 Yuxuan Zhang, et al. ∙

∙ 04/24/2020

Learning Hierarchical Review Graph Representation for Recommendation

Users' reviews have been demonstrated to be effective in solving differe...

0 Susen Yang, et al. ∙

∙ 02/20/2020

Towards a Soft Faceted Browsing Scheme for Information Access

Faceted browsing is a commonly supported feature of user interfaces for ...

0 Yinan Zhang, et al. ∙

∙ 11/07/2019

Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks

In English semantic similarity tasks, classic word embedding-based appro...

0 Yinan Zhang, et al. ∙

∙ 06/20/2019

PuzzleFlex: kinematic motion of chains with loose joints

This paper presents a method of computing free motions of a planar assem...

0 Samuel Lensgraf, et al. ∙

∙ 03/19/2019

Diversity-Promoting Deep Reinforcement Learning for Interactive Recommendation

Interactive recommendation that models the explicit interactions between...

0 Yong Liu, et al. ∙

∙ 01/19/2019

Towards Physically Safe Reinforcement Learning under Supervision

This paper addresses the question of how a previously available control ...

0 Yinan Zhang, et al. ∙

∙ 06/21/2018

Sampling Clustering

We propose an efficient graph-based divisive cluster analysis approach c...

0 Ching Tarn, et al. ∙

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