b'Jiankai Sun'

research

∙ 09/14/2023

Connected Autonomous Vehicle Motion Planning with Video Predictions from Smart, Self-Supervised Infrastructure

Connected autonomous vehicles (CAVs) promise to enhance safety, efficien...

0 Jiankai Sun, et al. ∙

research

∙ 05/25/2023

Graph-Based Model-Agnostic Data Subsampling for Recommendation Systems

Data subsampling is widely used to speed up the training of large-scale ...

0 Xiaohui Chen, et al. ∙

research

∙ 03/21/2023

Large AI Models in Health Informatics: Applications, Challenges, and the Future

Large AI models, or foundation models, are models recently emerging with...

0 Jianing Qiu, et al. ∙

research

∙ 01/18/2023

Label Inference Attack against Split Learning under Regression Setting

As a crucial building block in vertical Federated Learning (vFL), Split ...

0 Shangyu Xie, et al. ∙

research

∙ 11/18/2022

DGRec: Graph Neural Network for Recommendation with Diversified Embedding Generation

Graph Neural Network (GNN) based recommender systems have been attractin...

0 Liangwei Yang, et al. ∙

research

∙ 09/24/2022

NeRF-Loc: Transformer-Based Object Localization Within Neural Radiance Fields

Neural Radiance Fields (NeRFs) have been successfully used for scene rep...

12 Jiankai Sun, et al. ∙

research

∙ 08/25/2022

DPAUC: Differentially Private AUC Computation in Federated Learning

Federated learning (FL) has gained significant attention recently as a p...

2 Jiankai Sun, et al. ∙

research

∙ 06/16/2022

Differentially Private Multi-Party Data Release for Linear Regression

Differentially Private (DP) data release is a promising technique to dis...

11 Ruihan Wu, et al. ∙

research

∙ 05/24/2022

Differentially Private AUC Computation in Vertical Federated Learning

Federated learning has gained great attention recently as a privacy-enha...

21 Jiankai Sun, et al. ∙

research

∙ 04/13/2022

Self-Supervised Traffic Advisors: Distributed, Multi-view Traffic Prediction for Smart Cities

Connected and Autonomous Vehicles (CAVs) are becoming more widely deploy...

0 Jiankai Sun, et al. ∙

research

∙ 03/21/2022

LocATe: End-to-end Localization of Actions in 3D with Transformers

Understanding a person's behavior from their 3D motion is a fundamental ...

0 Jiankai Sun, et al. ∙

research

∙ 03/04/2022

Differentially Private Label Protection in Split Learning

Split learning is a distributed training framework that allows multiple ...

0 Xin Yang, et al. ∙

research

∙ 03/02/2022

Label Leakage and Protection from Forward Embedding in Vertical Federated Learning

Vertical federated learning (vFL) has gained much attention and been dep...

0 Jiankai Sun, et al. ∙

research

∙ 11/01/2021

Egocentric Human Trajectory Forecasting with a Wearable Camera and Multi-Modal Fusion

In this paper, we address the problem of forecasting the trajectory of a...

0 Jianing Qiu, et al. ∙

research

∙ 09/10/2021

PlaTe: Visually-Grounded Planning with Transformers in Procedural Tasks

In this work, we study the problem of how to leverage instructional vide...

0 Jiankai Sun, et al. ∙

research

∙ 07/21/2021

Defending against Reconstruction Attack in Vertical Federated Learning

Recently researchers have studied input leakage problems in Federated Le...

0 Jiankai Sun, et al. ∙

research

∙ 06/10/2021

Vertical Federated Learning without Revealing Intersection Membership

Vertical Federated Learning (vFL) allows multiple parties that own diffe...

0 Jiankai Sun, et al. ∙

research

∙ 02/17/2021

Label Leakage and Protection in Two-party Split Learning

In vertical federated learning, two-party split learning has become an i...

0 Oscar Li, et al. ∙

research

∙ 07/12/2020

Deep Retrieval: An End-to-End Learnable Structure Model for Large-Scale Recommendations

One of the core problems in large-scale recommendations is to retrieve t...

16 Weihao Gao, et al. ∙

research

∙ 04/28/2020

Transferable Active Grasping and Real Embodied Dataset

Grasping in cluttered scenes is challenging for robot vision systems, as...

0 Xiangyu Chen, et al. ∙

research

∙ 02/13/2020

SegVoxelNet: Exploring Semantic Context and Depth-aware Features for 3D Vehicle Detection from Point Cloud

3D vehicle detection based on point cloud is a challenging task in real-...

12 Hongwei Yi, et al. ∙

research

∙ 11/30/2019

Learning Driving Decisions by Imitating Drivers' Control Behaviors

Classical autonomous driving systems are modularized as a pipeline of pe...

8 Junning Huang, et al. ∙

research

∙ 11/22/2019

An End-to-End Framework for Cold Question Routing in Community Question Answering Services

Routing newly posted questions (a.k.a cold questions) to potential answe...

0 Jiankai Sun, et al. ∙

research

∙ 08/05/2019

GDRQ: Group-based Distribution Reshaping for Quantization

Low-bit quantization is challenging to maintain high performance with li...

0 Haibao Yu, et al. ∙

research

∙ 06/09/2019

Cross-view Semantic Segmentation for Sensing Surroundings

Sensing surroundings is ubiquitous and effortless to humans: It takes a ...

1 Bowen Pan, et al. ∙

research

∙ 11/02/2018

ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation

Directed graphs have been widely used in Community Question Answering se...

0 Jiankai Sun, et al. ∙

research

∙ 08/25/2018

NavigationNet: A Large-scale Interactive Indoor Navigation Dataset

Indoor navigation aims at performing navigation within buildings. In sce...

0 He Huang, et al. ∙

research

∙ 07/02/2018

ColdRoute: Effective Routing of Cold Questions in Stack Exchange Sites

Routing questions in Community Question Answer services (CQAs) such as S...

2 Jiankai Sun, et al. ∙

research

∙ 03/31/2018

QDEE: Question Difficulty and Expertise Estimation in Community Question Answering Sites

In this paper, we present a framework for Question Difficulty and Expert...

0 Jiankai Sun, et al. ∙

Jiankai Sun

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