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Ren Wang
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 30
Top Topics
Subspace Clustering
Neural Network
Knn Classifier
Low Rank Subspace
Top Venues
CoRR
IEEE Access
ACSSC
ICLR
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Publications
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Zhiyuan Wang
,
Jinhao Duan
,
Chenxi Yuan
,
Qingyu Chen
,
Tianlong Chen
,
Huaxiu Yao
,
Yue Zhang
,
Ren Wang
,
Kaidi Xu
,
Xiaoshuang Shi
Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond.
CoRR
(2024)
Soumyadeep Pal
,
Yuguang Yao
,
Ren Wang
,
Bingquan Shen
,
Sijia Liu
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency.
CoRR
(2024)
Hanxiao Lu
,
Zeyu Huang
,
Ren Wang
Purification Of Contaminated Convolutional Neural Networks Via Robust Recovery: An Approach with Theoretical Guarantee in One-Hidden-Layer Case.
CoRR
(2024)
Soumyadeep Pal
,
Yuguang Yao
,
Ren Wang
,
Bingquan Shen
,
Sijia Liu
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency.
ICLR
(2024)
Ren Wang
,
Zhe Xu
,
Alfred O. Hero III
Multi-Trigger-Key: Toward Multi-Task Privacy Preserving in Deep Learning.
IEEE Access
12 (2024)
Wenting Li
,
Deepjyoti Deka
,
Ren Wang
,
Mario Roberto Arrieta Paternina
Physics-Constrained Adversarial Training for Neural Networks in Stochastic Power Grids.
IEEE Trans. Artif. Intell.
5 (3) (2024)
Ren Wang
,
Ming Zhong
,
Kaidi Xu
,
Lola Giráldez Sánchez-Cortés
,
Ignacio de Cominges Guerra
PINNs-Based Uncertainty Quantification for Transient Stability Analysis.
CoRR
(2023)
Hanxiao Lu
,
Zeyu Huang
,
Ren Wang
Enhancing Healthcare Model Trustworthiness Through Theoretically Guaranteed One-Hidden-Layer CNN Purification.
TML4H
(2023)
Ren Wang
,
Yuxuan Li
,
Sijia Liu
Exploring Diversified Adversarial Robustness in Neural Networks via Robust Mode Connectivity.
CVPR Workshops
(2023)
Soumyadeep Pal
,
Ren Wang
,
Yuguang Yao
,
Sijia Liu
Towards Understanding How Self-training Tolerates Data Backdoor Poisoning.
SafeAI@AAAI
(2023)
Soumyadeep Pal
,
Ren Wang
,
Yuguang Yao
,
Sijia Liu
Towards Understanding How Self-training Tolerates Data Backdoor Poisoning.
CoRR
(2023)
Ren Wang
,
Tianqi Chen
,
Stephen Lindsly
,
Cooper Stansbury
,
Alnawaz Rehemtulla
,
Indika Rajapakse
,
Alfred O. Hero III
RAILS: A Robust Adversarial Immune-Inspired Learning System.
IEEE Access
10 (2022)
Ren Wang
,
Tianqi Chen
,
Philip Yao
,
Sijia Liu
,
Indika Rajapakse
,
Alfred O. Hero III
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense.
IEEE Access
10 (2022)
Ren Wang
,
Tianqi Chen
Deep Adversarially-Enhanced k-Nearest Neighbors.
CoRR
(2021)
Ren Wang
,
Tianqi Chen
,
Stephen Lindsly
,
Cooper Stansbury
,
Indika Rajapakse
,
Alfred Olivier Hero
Immuno-mimetic Deep Neural Networks (Immuno-Net).
CoRR
(2021)
Ren Wang
,
Kaidi Xu
,
Sijia Liu
,
Pin-Yu Chen
,
Tsui-Wei Weng
,
Chuang Gan
,
Meng Wang
On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning.
ICLR
(2021)
Ren Wang
,
Tianqi Chen
,
Philip Yao
,
Sijia Liu
,
Indika Rajapakse
,
Alfred O. Hero III
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense.
CoRR
(2021)
Ren Wang
,
Kaidi Xu
,
Sijia Liu
,
Pin-Yu Chen
,
Tsui-Wei Weng
,
Chuang Gan
,
Meng Wang
On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning.
CoRR
(2021)
Ren Wang
,
Tianqi Chen
,
Stephen Lindsly
,
Cooper Stansbury
,
Alnawaz Rehemtulla
,
Indika Rajapakse
,
Alfred O. Hero III
RAILS: A Robust Adversarial Immune-inspired Learning System.
CoRR
(2021)
Ren Wang
,
Tianqi Chen
,
Zhe Xu
,
Pengzhi Gao
Robust Low-Rank Tensor Recovery From Quantized and Corrupted Measurements.
ACSCC
(2021)
Ren Wang
,
Gaoyuan Zhang
,
Sijia Liu
,
Pin-Yu Chen
,
Jinjun Xiong
,
Meng Wang
Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases.
ECCV (23)
(2020)
Ren Wang
,
Gaoyuan Zhang
,
Sijia Liu
,
Pin-Yu Chen
,
Jinjun Xiong
,
Meng Wang
Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases.
CoRR
(2020)
Ren Wang
,
Meng Wang
,
Jinjun Xiong
Achieve data privacy and clustering accuracy simultaneously through quantized data recovery.
EURASIP J. Adv. Signal Process.
2020 (1) (2020)
Ren Wang
,
Tianqi Chen
,
Stephen Lindsly
,
Alnawaz Rehemtulla
,
Alfred O. Hero III
,
Indika Rajapakse
RAILS: A Robust Adversarial Immune-inspired Learning System.
CoRR
(2020)
Ren Wang
,
Meng Wang
,
Jinjun Xiong
Quantized Higher-Order Tensor Recovery by Exploring Low-Dimensional Structures.
ACSSC
(2020)
Ren Wang
,
Meng Wang
,
Jinjun Xiong
Tensor recovery from noisy and multi-level quantized measurements.
EURASIP J. Adv. Signal Process.
2020 (1) (2020)
Ren Wang
,
Meng Wang
,
Jinjun Xiong
Tensor Recovery from Noisy and Multi-Level Quantized Measurements.
CoRR
(2019)
Ren Wang
,
Meng Wang
,
Jinjun Xiong
Data Recovery and Subspace Clustering From Quantized and Corrupted Measurements.
IEEE J. Sel. Top. Signal Process.
12 (6) (2018)
Pengzhi Gao
,
Ren Wang
,
Meng Wang
,
Joe H. Chow
Low-Rank Matrix Recovery From Noisy, Quantized, and Erroneous Measurements.
IEEE Trans. Signal Process.
66 (11) (2018)
Pengzhi Gao
,
Ren Wang
,
Meng Wang
,
Joe H. Chow
Low-rank matrix recovery from quantized and erroneous measurements: Accuracy-preserved data privatization in power grids.
ACSSC
(2016)