Ganghua Wang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Error Estimates

Top Venues

IEEE Trans. Inf. Theory

Appl. Math. Comput.

Publications

Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Mingyi Hong, Jie Ding
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees. CoRR (2024)
Ganghua Wang, Xun Xian, Ashish Kundu, Jayanth Srinivasa, Xuan Bi, Mingyi Hong, Jie Ding
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective. ICLR (2024)
Ganghua Wang, Ali Payani, Myungjin Lee, Ramana Kompella
Mitigating Group Bias in Federated Learning: Beyond Local Fairness. CoRR (2023)
Gen Li, Ganghua Wang, Jie Ding
Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization. CoRR (2023)
Ganghua Wang, Xun Xian, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective. CoRR (2023)
Enmao Diao, Ganghua Wang, Jiawei Zhang, Yuhong Yang, Jie Ding, Vahid Tarokh
Pruning Deep Neural Networks from a Sparsity Perspective. CoRR (2023)
Enmao Diao, Ganghua Wang, Jiawei Zhang, Yuhong Yang, Jie Ding, Vahid Tarokh
Pruning Deep Neural Networks from a Sparsity Perspective. ICLR (2023)
Xun Xian, Ganghua Wang, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding
A Unified Detection Framework for Inference-Stage Backdoor Defenses. NeurIPS (2023)
Gen Li, Ganghua Wang, Jie Ding
Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization. IEEE Trans. Inf. Theory 69 (9) (2023)
Xun Xian, Ganghua Wang, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding
Understanding Backdoor Attacks through the Adaptability Hypothesis. ICML (2023)
Wenjing Yang, Ganghua Wang, Enmao Diao, Vahid Tarokh, Jie Ding, Yuhong Yang
A Theoretical Understanding of Neural Network Compression from Sparse Linear Approximation. CoRR (2022)
Ganghua Wang, Jie Ding
Subset Privacy: Draw from an Obfuscated Urn. CoRR (2021)
Jie Peng, Shi Shu, Haiyuan Yu, Chunsheng Feng, Mingxian Kan, Ganghua Wang
Error estimates on a finite volume method for diffusion problems with interface on rectangular grids. Appl. Math. Comput. 311 (2017)