b'Lin Chen'

research

∙ 05/16/2023

Learning from Aggregated Data: Curated Bags versus Random Bags

Protecting user privacy is a major concern for many machine learning sys...

0 Lin Chen, et al. ∙

research

∙ 04/11/2023

ClusterFusion: Real-time Relative Positioning and Dense Reconstruction for UAV Cluster

As robotics technology advances, dense point cloud maps are increasingly...

0 Yifei Dong, et al. ∙

research

∙ 04/11/2023

Life Regression based Patch Slimming for Vision Transformers

Vision transformers have achieved remarkable success in computer vision ...

0 Jiawei Chen, et al. ∙

research

∙ 04/10/2023

HybridFusion: LiDAR and Vision Cross-Source Point Cloud Fusion

Recently, cross-source point cloud registration from different sensors h...

0 Yu Wang, et al. ∙

research

∙ 04/10/2023

ViT-Calibrator: Decision Stream Calibration for Vision Transformer

A surge of interest has emerged in utilizing Transformers in diverse vis...

0 Lin Chen, et al. ∙

research

∙ 04/09/2023

Propheter: Prophetic Teacher Guided Long-Tailed Distribution Learning

The problem of deep long-tailed learning, a prevalent challenge in the r...

0 Wenxiang Xu, et al. ∙

research

∙ 02/27/2023

HalluAudio: Hallucinating Frequency as Concepts for Few-Shot Audio Classification

Few-shot audio classification is an emerging topic that attracts more an...

0 Zhongjie Yu, et al. ∙

research

∙ 02/27/2023

LAformer: Trajectory Prediction for Autonomous Driving with Lane-Aware Scene Constraints

Trajectory prediction for autonomous driving must continuously reason th...

0 Mengmeng Liu, et al. ∙

research

∙ 02/17/2023

Model Doctor for Diagnosing and Treating Segmentation Error

Despite the remarkable progress in semantic segmentation tasks with the ...

0 Zhijie Jia, et al. ∙

research

∙ 02/01/2023

Toward a consistent performance evaluation for defect prediction models

In defect prediction community, many defect prediction models have been ...

0 Xutong Liu, et al. ∙

research

∙ 12/06/2022

Improved Approximation Schemes for (Un-)Bounded Subset-Sum and Partition

We consider the SUBSET SUM problem and its important variants in this pa...

0 Xiaoyu Wu, et al. ∙

research

∙ 11/13/2022

FedRule: Federated Rule Recommendation System with Graph Neural Networks

Much of the value that IoT (Internet-of-Things) devices bring to “smart”...

20 Yuhang Yao, et al. ∙

research

∙ 10/08/2022

Dedicating Cellular Infrastructure for Aerial Users: Advantages and Potential Impact on Ground Users

A new generation of aerial vehicles is hopeful to be the next frontier f...

0 Lin Chen, et al. ∙

research

∙ 09/29/2022

Sequential Attention for Feature Selection

Feature selection is the problem of selecting a subset of features for a...

60 MohammadHossein Bateni, et al. ∙

research

∙ 09/20/2022

Audit and Improve Robustness of Private Neural Networks on Encrypted Data

Performing neural network inference on encrypted data without decryption...

0 Jiaqi Xue, et al. ∙

research

∙ 09/16/2022

GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model

Trajectory prediction has been a long-standing problem in intelligent sy...

0 Hao Cheng, et al. ∙

research

∙ 09/16/2022

Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation

In unsupervised domain adaptation (UDA), directly adapting from the sour...

3 Lin Chen, et al. ∙

research

∙ 07/25/2022

Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective

Federated learning (FL) is a promising distributed framework for collabo...

0 Guangjing Huang, et al. ∙

research

∙ 05/24/2022

Package Theft Detection from Smart Home Security Cameras

Package theft detection has been a challenging task mainly due to lack o...

0 Hung-Min Hsu, et al. ∙

research

∙ 05/19/2022

Defending Against Adversarial Attacks by Energy Storage Facility

Adversarial attacks on data-driven algorithms applied in pow-er system w...

0 Jiawei Li, et al. ∙

research

∙ 05/02/2022

Local Differential Privacy Meets Computational Social Choice – Resilience under Voter Deletion

The resilience of a voting system has been a central topic in computatio...

0 Liangde Tao, et al. ∙

research

∙ 04/23/2022

Approximation Algorithms for Interdiction Problem with Packing Constraints

We study a bilevel optimization problem which is a zero-sum Stackelberg ...

0 Lin Chen, et al. ∙

research

∙ 04/19/2022

Test suite effectiveness metric evaluation: what do we know and what should we do?

Comparing test suite effectiveness metrics has always been a research ho...

0 Peng Zhang, et al. ∙

research

∙ 04/17/2022

Learning 3D Semantics from Pose-Noisy 2D Images with Hierarchical Full Attention Network

We propose a novel framework to learn 3D point cloud semantics from 2D m...

0 Yuhang He, et al. ∙

research

∙ 04/08/2022

Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation

Adversarial learning has achieved remarkable performances for unsupervis...

0 Lin Chen, et al. ∙

research

∙ 01/18/2022

Youling: an AI-Assisted Lyrics Creation System

Recently, a variety of neural models have been proposed for lyrics gener...

6 Rongsheng Zhang, et al. ∙

research

∙ 11/12/2021

Strategic COVID-19 vaccine distribution can simultaneously elevate social utility and equity

Balancing social utility and equity in distributing limited vaccines rep...

0 Lin Chen, et al. ∙

research

∙ 10/19/2021

Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation

Knowledge Distillation is becoming one of the primary trends among neura...

16 Sumanth Chennupati, et al. ∙

research

∙ 08/19/2021

Svar: A Tiny C++ Header Brings Unified Interface for Multiple programming Languages

There are numerous types of programming languages developed in the last ...

1 Yong Zhao, et al. ∙

research

∙ 08/09/2021

A novel reversible data hiding in encrypted images based on polynomial arithmetic

Reversible data hiding in encrypted images is an eff ective technique fo...

0 Lin Chen, et al. ∙

research

∙ 07/13/2021

Tight running times for minimum ℓ_q-norm load balancing: beyond exponential dependencies on 1/ε

We consider a classical scheduling problem on m identical machines. For ...

0 Lin Chen, et al. ∙

research

∙ 07/05/2021

Feature Cross Search via Submodular Optimization

In this paper, we study feature cross search as a fundamental primitive ...

0 Lin Chen, et al. ∙

research

∙ 03/26/2021

Few-Shot Learning for Video Object Detection in a Transfer-Learning Scheme

Different from static images, videos contain additional temporal and spa...

0 Zhongjie Yu, et al. ∙

research

∙ 03/17/2021

Infinite-Horizon Offline Reinforcement Learning with Linear Function Approximation: Curse of Dimensionality and Algorithm

In this paper, we investigate the sample complexity of policy evaluation...

41 Lin Chen, et al. ∙

research

∙ 03/07/2021

Measuring Discrimination to Boost Comparative Testing for Multiple Deep Learning Models

The boom of DL technology leads to massive DL models built and shared, w...

12 Linghan Meng, et al. ∙

research

∙ 02/05/2021

Mutant reduction evaluation: what is there and what is missing?

Background. Many mutation reduction strategies, which aim to reduce the ...

0 Peng Zhang, et al. ∙

research

∙ 01/27/2021

An extensive empirical study of inconsistent labels in multi-version-project defect data sets

The label quality of defect data sets has a direct influence on the reli...

0 Shiran Liu, et al. ∙

research

∙ 01/14/2021

EDSC: An Event-Driven Smart Contract Platform

This paper presents EDSC, a novel smart contract platform design based o...

0 Mudabbir Kaleem, et al. ∙

research

∙ 01/14/2021

DAIL: Dataset-Aware and Invariant Learning for Face Recognition

To achieve good performance in face recognition, a large scale training ...

0 Gaoang Wang, et al. ∙

research

∙ 12/31/2020

An Optimal Mass Transport Method for Random Genetic Drift

We propose and analyze an optimal mass transport method for a random gen...

0 José A. Carrillo, et al. ∙

research

∙ 12/07/2020

Sequential Resource Access: Theory and Algorithm

We formulate and analyze a generic sequential resource access problem ar...

0 Lin Chen, et al. ∙

research

∙ 09/22/2020

Deep Neural Tangent Kernel and Laplace Kernel Have the Same RKHS

We prove that the reproducing kernel Hilbert spaces (RKHS) of a deep neu...

13 Lin Chen, et al. ∙

research

∙ 09/08/2020

Region Comparison Network for Interpretable Few-shot Image Classification

While deep learning has been successfully applied to many real-world com...

6 Zhiyu Xue, et al. ∙

research

∙ 08/03/2020

Multiple Descent: Design Your Own Generalization Curve

This paper explores the generalization loss of linear regression in vari...

2 Lin Chen, et al. ∙

research

∙ 07/15/2020

Joint Multi-User DNN Partitioning and Computational Resource Allocation for Collaborative Edge Intelligence

Mobile Edge Computing (MEC) has emerged as a promising supporting archit...

0 Xin Tang, et al. ∙

research

∙ 07/11/2020

Coarse-to-Fine Pseudo-Labeling Guided Meta-Learning for Few-Shot Classification

To endow neural networks with the potential to learn rapidly from a hand...

13 Jinhai Yang, et al. ∙

research

∙ 07/06/2020

Computational Complexity Characterization of Protecting Elections from Bribery

The bribery problem in election has received considerable attention in t...

0 Lin Chen, et al. ∙

research

∙ 06/19/2020

Meta Learning in the Continuous Time Limit

In this paper, we establish the ordinary differential equation (ODE) tha...

30 Ruitu Xu, et al. ∙

research

∙ 06/18/2020

Prioritizing documentation effort: Can we do better?

Code documentations are essential for software quality assurance, but du...

0 Shiran Liu, et al. ∙

research

∙ 03/14/2020

Hybrid Cryptocurrency Pump and Dump Detection

Increasingly growing Cryptocurrency markets have become a hive for scamm...

0 Hadi Mansourifar, et al. ∙

Lin Chen

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