b'Chen Gao'

research

∙ 09/14/2023

OmnimatteRF: Robust Omnimatte with 3D Background Modeling

Video matting has broad applications, from adding interesting effects to...

0 Geng Lin, et al. ∙

research

∙ 08/31/2023

Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception

Vehicle-to-everything (V2X) autonomous driving opens up a promising dire...

0 Si Liu, et al. ∙

research

∙ 08/28/2023

Alleviating Video-Length Effect for Micro-video Recommendation

Micro-videos platforms such as TikTok are extremely popular nowadays. On...

0 Yuhan Quan, et al. ∙

research

∙ 08/23/2023

A Probabilistic Fluctuation based Membership Inference Attack for Diffusion Models

Membership Inference Attack (MIA) identifies whether a record exists in ...

0 Wenjie Fu, et al. ∙

research

∙ 08/07/2023

Uncertainty-aware Consistency Learning for Cold-Start Item Recommendation

Graph Neural Network (GNN)-based models have become the mainstream appro...

0 Taichi Liu, et al. ∙

research

∙ 07/31/2023

NEON: Living Needs Prediction System in Meituan

Living needs refer to the various needs in human's daily lives for survi...

0 Xiaochong Lan, et al. ∙

research

∙ 07/19/2023

Detecting Vulnerable Nodes in Urban Infrastructure Interdependent Network

Understanding and characterizing the vulnerability of urban infrastructu...

0 Jinzhu Mao, et al. ∙

research

∙ 07/12/2023

Efficient and Joint Hyperparameter and Architecture Search for Collaborative Filtering

Automated Machine Learning (AutoML) techniques have recently been introd...

0 Yan Wen, et al. ∙

research

∙ 03/24/2023

Progressively Optimized Local Radiance Fields for Robust View Synthesis

We present an algorithm for reconstructing the radiance field of a large...

0 Andreas Meuleman, et al. ∙

research

∙ 03/15/2023

Robust Preference-Guided Denoising for Graph based Social Recommendation

Graph Neural Network(GNN) based social recommendation models improve the...

0 Yuhan Quan, et al. ∙

research

∙ 01/05/2023

Robust Dynamic Radiance Fields

Dynamic radiance field reconstruction methods aim to model the time-vary...

0 Yu-Lun Liu, et al. ∙

research

∙ 09/18/2022

Dual Contrastive Network for Sequential Recommendation with User and Item-Centric Perspectives

With the outbreak of today's streaming data, sequential recommendation i...

0 Guanyu Lin, et al. ∙

research

∙ 08/26/2022

Causal Inference in Recommender Systems: A Survey and Future Directions

Existing recommender systems extract the user preference based on learni...

0 Chen Gao, et al. ∙

research

∙ 08/14/2022

DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity Prediction

Spatiotemporal activity prediction, aiming to predict user activities at...

0 Yinfeng Li, et al. ∙

research

∙ 08/10/2022

DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration Bias

Recommender systems are prone to be misled by biases in the data. Models...

0 Yu Zheng, et al. ∙

research

∙ 08/08/2022

Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design

Recommender systems are playing an increasingly important role in allevi...

0 Zhilong Chen, et al. ∙

research

∙ 08/03/2022

Coarse-to-Fine Knowledge-Enhanced Multi-Interest Learning Framework for Multi-Behavior Recommendation

Multi-types of behaviors (e.g., clicking, adding to cart, purchasing, et...

0 Chang Meng, et al. ∙

research

∙ 07/19/2022

Target-Driven Structured Transformer Planner for Vision-Language Navigation

Vision-language navigation is the task of directing an embodied agent to...

0 Yusheng Zhao, et al. ∙

research

∙ 05/26/2022

Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation

Multi-behavior recommendation exploits multiple types of user-item inter...

0 Mingshi Yan, et al. ∙

research

∙ 04/20/2022

Reinforced Structured State-Evolution for Vision-Language Navigation

Vision-and-language Navigation (VLN) task requires an embodied agent to ...

0 Jinyu Chen, et al. ∙

research

∙ 04/13/2022

3D-SPS: Single-Stage 3D Visual Grounding via Referred Point Progressive Selection

3D visual grounding aims to locate the referred target object in 3D poin...

1 Junyu Luo, et al. ∙

research

∙ 03/04/2022

Weighted Simultaneous Algebra Reconstruction Technique (wSART) for Additive Light Field Synthesis

We apply an iterative weighting scheme for additive light field synthesi...

0 Chen Gao, et al. ∙

research

∙ 02/21/2022

Remaining Useful Life Prediction Using Temporal Deep Degradation Network for Complex Machinery with Attention-based Feature Extraction

The precise estimate of remaining useful life (RUL) is vital for the pro...

16 Yuwen Qin, et al. ∙

research

∙ 11/13/2021

Session-aware Item-combination Recommendation with Transformer Network

In this paper, we detailedly describe our solution for the IEEE BigData ...

3 Tzu-heng Lin, et al. ∙

research

∙ 11/05/2021

Inhomogeneous Social Recommendation with Hypergraph Convolutional Networks

Incorporating social relations into the recommendation system, i.e. soci...

0 Zirui Zhu, et al. ∙

research

∙ 11/01/2021

Improving Location Recommendation with Urban Knowledge Graph

Location recommendation is defined as to recommend locations (POIs) to u...

0 Chang Liu, et al. ∙

research

∙ 09/27/2021

Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions

Recommender system is one of the most important information services on ...

0 Chen Gao, et al. ∙

research

∙ 08/16/2021

DGCN: Diversified Recommendation with Graph Convolutional Networks

These years much effort has been devoted to improving the accuracy or re...

0 Yu Zheng, et al. ∙

research

∙ 08/11/2021

Mining the Benefits of Two-stage and One-stage HOI Detection

Two-stage methods have dominated Human-Object Interaction (HOI) detectio...

0 Aixi Zhang, et al. ∙

research

∙ 06/14/2021

Efficient Data-specific Model Search for Collaborative Filtering

Collaborative filtering (CF), as a fundamental approach for recommender ...

0 Chen Gao, et al. ∙

research

∙ 05/26/2021

PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal

In this paper, we address the makeup transfer and removal tasks simultan...

7 Si Liu, et al. ∙

research

∙ 05/13/2021

Dynamic View Synthesis from Dynamic Monocular Video

We present an algorithm for generating novel views at arbitrary viewpoin...

0 Chen Gao, et al. ∙

research

∙ 01/19/2021

Learnable Embedding Sizes for Recommender Systems

The embedding-based representation learning is commonly used in deep lea...

15 Siyi Liu, et al. ∙

research

∙ 10/14/2020

Group-Buying Recommendation for Social E-Commerce

Group buying, as an emerging form of purchase in social e-commerce websi...

0 Jun Zhang, et al. ∙

research

∙ 09/03/2020

Flow-edge Guided Video Completion

We present a new flow-based video completion algorithm. Previous flow co...

9 Chen Gao, et al. ∙

research

∙ 08/26/2020

DRG: Dual Relation Graph for Human-Object Interaction Detection

We tackle the challenging problem of human-object interaction (HOI) dete...

11 Chen Gao, et al. ∙

research

∙ 08/26/2020

NAS-DIP: Learning Deep Image Prior with Neural Architecture Search

Recent work has shown that the structure of deep convolutional neural ne...

14 Yun-Chun Chen, et al. ∙

research

∙ 06/02/2020

Recapture as You Want

With the increasing prevalence and more powerful camera systems of mobil...

0 Chen Gao, et al. ∙

research

∙ 05/07/2020

Bundle Recommendation with Graph Convolutional Networks

Bundle recommendation aims to recommend a bundle of items for a user to ...

0 Jianxin Chang, et al. ∙

research

∙ 03/09/2020

Price-aware Recommendation with Graph Convolutional Networks

In recent years, much research effort on recommendation has been devoted...

0 Yu Zheng, et al. ∙

research

∙ 12/11/2019

Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition

Human activities often occur in specific scene contexts, e.g., playing b...

24 Jinwoo Choi, et al. ∙

research

∙ 12/04/2019

AdversarialNAS: Adversarial Neural Architecture Search for GANs

Neural Architecture Search (NAS) that aims to automate the procedure of ...

0 Chen Gao, et al. ∙

research

∙ 09/16/2019

PSGAN: Pose-Robust Spatial-Aware GAN for Customizable Makeup Transfer

We propose a novel Pose-robust Spatial-aware GAN (PSGAN) for transferrin...

23 Wentao Jiang, et al. ∙

research

∙ 07/26/2019

UGAN: Untraceable GAN for Multi-Domain Face Translation

The multi-domain image-to-image translation is received increasing atten...

5 Defa Zhu, et al. ∙

research

∙ 05/28/2019

LambdaOpt: Learn to Regularize Recommender Models in Finer Levels

Recommendation models mainly deal with categorical variables, such as us...

0 Yihong Chen, et al. ∙

research

∙ 09/21/2018

Neural Multi-Task Recommendation from Multi-Behavior Data

Most existing recommender systems leverage user behavior data of one typ...

0 Chen Gao, et al. ∙

research

∙ 09/21/2018

Learning Recommender Systems from Multi-Behavior Data

Most existing recommender systems leverage the data of one type of user ...

0 Chen Gao, et al. ∙

research

∙ 09/05/2018

Recommender Systems with Characterized Social Regularization

Social recommendation, which utilizes social relations to enhance recomm...

0 Tzu-heng Lin, et al. ∙

research

∙ 08/30/2018

iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection

Recent years have witnessed rapid progress in detecting and recognizing ...

2 Chen Gao, et al. ∙

research

∙ 12/18/2017

Panoramic Robust PCA for Foreground-Background Separation on Noisy, Free-Motion Camera Video

This work presents a novel approach for robust PCA with total variation ...

0 Brian E. Moore, et al. ∙

Chen Gao

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