Caiwen Ding - Publications, H-index & Citations

Caiwen Ding

University of Minnesota Twin Cities

31H指数

253论文数

3.2K被引数

收录论文 14

发表时间

Attacking all tasks at once using adversarial examples in multi-task learning 在多任务学习中，使用对抗样本同时攻击所有任务

Neurocomputing

IF6.5

2025-09-13

PREAI

Lijun Zhang; Xiao Liu; Kaleel Mahmood; Caiwen Ding; Hui Guan

Attacking the spike: On the security of spiking neural networks to adversarial examples 攻击尖峰：脉冲神经网络对对抗样本的安全性研究

Neurocomputing

IF6.5

2025-09-12

OAAI

Nuo Xu; Kaleel Mahmood; Haowen Fang; Ethan Rathbun; Caiwen Ding; Wujie Wen

Automating multi-task learning on optical neural networks with weight sharing and physical rotation 基于权重共享和物理旋转的光学神经网络多任务学习自动化

SCIENTIFIC REPORTS

IF3.9

2025-04-25

OAAI

Zhou, Shanglin; Li, Yingjie; Gao, Weilu; Yu, Cunxi; Ding, Caiwen

A Multi-Agent Reinforcement Learning Approach for Safe and Efficient Behavior Planning of Connected Autonomous Vehicles 一种用于互联自动驾驶汽车安全高效行为规划的多智能体强化学习方法

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-05-01

OAAI

Han, Songyang; Zhou, Shanglin; Wang, Jiangwei; Pepin, Lynn; Ding, Caiwen; Fu, Jie; Miao, Fei

Condense: A Framework for Device and Frequency Adaptive Neural Network Models on the Edge

2023 60TH ACM/IEEE DESIGN AUTOMATION CONFERENCE, DAC

IF0

2023-07-09

PREAI

Gong, Yifan; Zhao, Pu; Zhan, Zheng; Wu, Yushu; Wu, Chao; Kong, Zhenglun; Qin, Minghai; Ding, Caiwen; Wang, Yanzhi

Memristor-Based Spectral Decomposition of Matrices and Its Applications

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2023-05-01

PREAI

Jalali, Zeinab S.; Wang, Chenghong; Kearney, Griffin; Yuan, Geng; Ding, Caiwen; Zhou, Yinan; Wang, Yanzhi; Soundarajan, Sucheta

All-in-One: A Highly Representative DNN Pruning Framework for Edge Devices with Dynamic Power Management

2022 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED DESIGN, ICCAD

IF0

2022-12-22

PREAI

Gong, Yifan; Zhan, Zheng; Zhao, Pu; Wu, Yushu; Wu, Chao; Ding, Caiwen; Jiang, Weiwen; Qin, Minghai; Wang, Yanzhi

EVE: Environmental Adaptive Neural Network Models for Low-power Energy Harvesting System

2022 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED DESIGN, ICCAD

IF0

2022-12-22

OAAI

Islam, Sahidul; Zhou, Shanglin; Ran, Ran; Jin, Yu-Fang; Wen, Wujie; Ding, Caiwen; Xie, Mimi

DefectTrack: a deep learning-based multi-object tracking algorithm for quantitative defect analysis of in-situ TEM videos in real-time DefectTrack: 一种基于深度学习的多目标跟踪算法，用于实时定量分析原位TEM视频的缺陷

SCIENTIFIC REPORTS

IF3.9

2022-09-20

OAAI

Sainju, Rajat; Chen, Wei-Ying; Schaefer, Samuel; Yang, Qian; Ding, Caiwen; Li, Meimei; Zhu, Yuanyuan

Graph-Based Shape Analysis for Heterogeneous Geometric Datasets: Similarity, Retrieval and Substructure Matching

COMPUTER-AIDED DESIGN

IF3.1

2022-02-01

OAAI

Chen, Jiangce; Ilies, Horea T.; Ding, Caiwen

Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices

2021 58TH ACM/IEEE DESIGN AUTOMATION CONFERENCE (DAC)

IF0

2021-12-05

OAAI

Song, Yuhong; Jiang, Weiwen; Li, Bingbing; Qi, Panjie; Zhuge, Qingfeng; Sha, Edwin Hsing-Mean; Dasgupta, Sakyasingha; Shi, Yiyu; Ding, Caiwen

An Exploratory Approach to Deriving Nutrition Information of Restaurant Food from Crowdsourced Food Images: Case of Hartford

NUTRIENTS

IF5

2021-11-18

OAAI

Chen, Xiang; Johnson, Evelyn; Kulkarni, Aditya; Ding, Caiwen; Ranelli, Natalie; Chen, Yanyan; Xu, Ran

An End-to-end Multi-task Object Detection using Embedded GPU in Autonomous Driving

proceedings of the

IF0

2021-04-07

PREAI

Zhou, Shanglin; Xie, Mimi; Jin, Yufang; Miao, Fei; Ding, Caiwen

Neural Network-based Prediction Algorithms for In-Door Multi-Source Energy Harvesting System for Non-Volatile Processors

2016 INTERNATIONAL GREAT LAKES SYMPOSIUM ON VLSI (GLSVLSI)

IF0

2016-05-18

PREAI

Liu, Ning; Ding, Caiwen; Wang, Yanzhi; Hue, Jingtong

研究方向