Shangyu Chen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 20

Top Topics

Document Summarization

Reinforcement Learning

Canonical Correlation Analysis

Top Venues

IEEE Trans. Serv. Comput.

Publications

Shangyu Chen, Zibo Zhao, Yuanyuan Zhao, Xiang Li
Apollonion: Profile-centric Dialog Agent. CoRR (2024)
Shangyu Chen, Zizheng Pan, Jianfei Cai, Dinh Q. Phung
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction. CoRR (2024)
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)
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)
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)
Jianda Chen, Shangyu Chen, Sinno Jialin Pan
Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning. NeurIPS (2020)
Shuo Wang, Carsten Rudolph, Surya Nepal, Marthie Grobler, Shangyu Chen
PART-GAN: Privacy-Preserving Time-Series Sharing. ICANN (1) (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)
Shangyu Chen, Wenya Wang, Sinno Jialin Pan
Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data. AAAI (2019)
Shangyu Chen, Shuo Wang, Richard O. Sinnott
Parametric Canonical Correlation Analysis. CloudCom (2019)
Shangyu Chen, Wenya Wang, Sinno Jialin Pan
MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization. NeurIPS (2019)
Shangyu Chen, Wenya Wang, Sinno Jialin Pan
Cooperative Pruning in Cross-Domain Deep Neural Network Compression. IJCAI (2019)
Xin Dong, Shangyu Chen, Sinno Jialin Pan
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon. CoRR (2017)
Xin Dong, Shangyu Chen, Sinno Jialin Pan
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon. NIPS (2017)
Timothy Day, Robert C. Gray, Weicheng Liu, Stefan Rank, Patrick Dean, Shangyu Chen, Juan Garzón
Torchless: Asymmetry in a Shared Screen Dungeon Crawler. CHI PLAY (Companion) (2016)