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Tianle Chen
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 27
Top Topics
Active Learning
Weakly Supervised
Demand Forecasting
Object Detectors
Top Venues
CoRR
IEEE Trans. Serv. Comput.
Nat. Mach. Intell.
WACV
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Publications
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Tai-Yu Pan
,
Chenyang Ma
,
Tianle Chen
,
Cheng Perng Phoo
,
Katie Z. Luo
,
Yurong You
,
Mark Campbell
,
Kilian Q. Weinberger
,
Bharath Hariharan
,
Wei-Lun Chao
Pre-training LiDAR-based 3D Object Detectors through Colorization.
ICLR
(2024)
Dong Shu
,
Mingyu Jin
,
Tianle Chen
,
Chong Zhang
,
Yongfeng Zhang
Counterfactual Explainable Incremental Prompt Attack Analysis on Large Language Models.
CoRR
(2024)
Dong Shu
,
Tianle Chen
,
Mingyu Jin
,
Yiting Zhang
,
Chong Zhang
,
Mengnan Du
,
Yongfeng Zhang
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction.
CoRR
(2024)
Josef Dai
,
Tianle Chen
,
Xuyao Wang
,
Ziran Yang
,
Taiye Chen
,
Jiaming Ji
,
Yaodong Yang
SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset.
CoRR
(2024)
Tianle Chen
,
Mahsa Baktashmotlagh
,
Zijian Wang
,
Mathieu Salzmann
Center-aware Adversarial Augmentation for Single Domain Generalization.
WACV
(2023)
Tai-Yu Pan
,
Chenyang Ma
,
Tianle Chen
,
Cheng Perng Phoo
,
Katie Z. Luo
,
Yurong You
,
Mark E. Campbell
,
Kilian Q. Weinberger
,
Bharath Hariharan
,
Wei-Lun Chao
Pre-Training LiDAR-Based 3D Object Detectors Through Colorization.
CoRR
(2023)
Tianle Chen
,
Zheda Mai
,
Ruiwen Li
,
Wei-Lun Chao
Segment Anything Model (SAM) Enhanced Pseudo Labels for Weakly Supervised Semantic Segmentation.
CoRR
(2023)
Shuo Wang
,
Surya Nepal
,
Carsten Rudolph
,
Marthie Grobler
,
Shangyu Chen
,
Tianle Chen
,
Zike An
Defending Adversarial Attacks via Semantic Feature Manipulation.
IEEE Trans. Serv. Comput.
15 (6) (2022)
Xuyang Guo
,
Meina Kan
,
Tianle Chen
,
Shiguang Shan
GAN with Multivariate Disentangling for Controllable Hair Editing.
ECCV (15)
(2022)
Cheng Zhang
,
Tai-Yu Pan
,
Tianle Chen
,
Jike Zhong
,
Wenjin Fu
,
Wei-Lun Chao
Learning with Free Object Segments for Long-Tailed Instance Segmentation.
ECCV (10)
(2022)
Mahsa Baktashmotlagh
,
Tianle Chen
,
Mathieu Salzmann
Learning to Generate the Unknowns as a Remedy to the Open-Set Domain Shift.
WACV
(2022)
Cheng Zhang
,
Tai-Yu Pan
,
Tianle Chen
,
Jike Zhong
,
Wenjin Fu
,
Wei-Lun Chao
Learning with Free Object Segments for Long-Tailed Instance Segmentation.
CoRR
(2022)
Haitao Yang
,
Jiali Li
,
Kai Zhuo Lim
,
Chuanji Pan
,
Tien Van Truong
,
Qian Wang
,
Kerui Li
,
Shuo Li
,
Xiao Xiao
,
Meng Ding
,
Tianle Chen
,
Xiaoli Liu
,
Qian Xie
,
Pablo Valdivia y Alvarado
,
Xiaonan Wang
,
Po-Yen Chen
Author Correction: Automatic strain sensor design via active learning and data augmentation for soft machines.
Nat. Mach. Intell.
4 (3) (2022)
Haitao Yang
,
Jiali Li
,
Kai Zhuo Lim
,
Chuanji Pan
,
Tien Van Truong
,
Qian Wang
,
Kerui Li
,
Shuo Li
,
Xiao Xiao
,
Meng Ding
,
Tianle Chen
,
Xiaoli Liu
,
Qian Xie
,
Pablo Valdivia y Alvarado
,
Xiaonan Wang
,
Po-Yen Chen
Automatic strain sensor design via active learning and data augmentation for soft machines.
Nat. Mach. Intell.
4 (1) (2022)
Tianle Chen
,
Mahsa Baktashmotlagh
,
Mathieu Salzmann
Contrastive Class-aware Adaptation for Domain Generalization.
ICPR
(2022)
Shuo Wang
,
Surya Nepal
,
Carsten Rudolph
,
Marthie Grobler
,
Shangyu Chen
,
Tianle Chen
Backdoor Attacks Against Transfer Learning With Pre-Trained Deep Learning Models.
IEEE Trans. Serv. Comput.
15 (3) (2022)
Jérémy Foxcroft
,
Tianle Chen
,
Kanchana Padmanabhan
,
Brian Keng
,
Luiza Antonie
Product Matching Lessons and Recommendations from a Real World Application.
Canadian Conference on AI
(2021)
Shuo Wang
,
Tianle Chen
,
Shangyu Chen
,
Surya Nepal
,
Carsten Rudolph
,
Marthie Grobler
OIAD: One-for-all Image Anomaly Detection with Disentanglement Learning.
IJCNN
(2020)
Shuo Wang
,
Tianle Chen
,
Surya Nepal
,
Carsten Rudolph
,
Marthie Grobler
,
Shangyu Chen
Defending Adversarial Attacks via Semantic Feature Manipulation.
CoRR
(2020)
Shuo Wang
,
Shangyu Chen
,
Tianle Chen
,
Surya Nepal
,
Carsten Rudolph
,
Marthie Grobler
Generating Semantic Adversarial Examples via Feature Manipulation.
CoRR
(2020)
Shuo Wang
,
Surya Nepal
,
Carsten Rudolph
,
Marthie Grobler
,
Shangyu Chen
,
Tianle Chen
Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models.
CoRR
(2020)
Shuo Wang
,
Tianle Chen
,
Shangyu Chen
,
Carsten Rudolph
,
Surya Nepal
,
Marthie Grobler
OIAD: One-for-all Image Anomaly Detection with Disentanglement Learning.
CoRR
(2020)
Shuo Wang
,
Surya Nepal
,
Marthie Grobler
,
Carsten Rudolph
,
Tianle Chen
,
Shangyu Chen
Adversarial Defense by Latent Style Transformations.
CoRR
(2020)
Shuo Wang
,
Lingjuan Lyu
,
Tianle Chen
,
Shangyu Chen
,
Surya Nepal
,
Carsten Rudolph
,
Marthie Grobler
Privacy-Preserving Data Generation and Sharing Using Identification Sanitizer.
WISE (2)
(2020)
Tianle Chen
,
Brian Keng
,
Javier Moreno
Multivariate Arrival Times with Recurrent Neural Networks for Personalized Demand Forecasting.
CoRR
(2018)
Tianle Chen
,
Brian Keng
,
Javier Moreno
Multivariate Arrival Times with Recurrent Neural Networks for Personalized Demand Forecasting.
ICDM Workshops
(2018)
Yuanjia Wang
,
Tianle Chen
,
Donglin Zeng
Support Vector Hazards Machine: A Counting Process Framework for Learning Risk Scores for Censored Outcomes.
J. Mach. Learn. Res.
17 (2016)