CipherDM: Secure Three-Party Inference for Diffusion Model Sampling
Xin, Zhao. (2024). "CipherDM: Secure Three-Party Inference for Diffusion Model Sampling." ECCV2024.
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- Github University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Graph Federated Learning with Center Moment Constraints for Node Classification
Bisheng, Tang. (2024). "Graph Federated Learning with Center Moment Constraints for Node Classification." ICPP2024.
Roger: A Round Optimized GPU-Friendly Secure Inference Framework
Xudong, Chen. (2024). "Roger: A Round Optimized GPU-Friendly Secure Inference Framework." ICC2024.
COMET: Communication-Efficient Batch Secure Three-Party Neural Network Inference with Client-Aiding
Tingyu, Fan. (2024). "COMET: Communication-Efficient Batch Secure Three-Party Neural Network Inference with Client-Aiding." ICC2024.
Unsupervised Graph Structure-Aided Personalized Federated Learning
Xiaoying, Li. (2023). "Unsupervised Graph Structure-Aided Personalized Federated Learning ." ECAI2023.
Practical and General Backdoor Attacks against Vertical Federated Learning
Yuexin, Xuan. (2023). "Practical and General Backdoor Attacks against Vertical Federated Learning ." ECML 2023.
Generalized heterophily graph data augmentation for node classification
Bisheng, Tang. (2023). "Generalized heterophily graph data augmentation for node classification." Neural Networks.
PrUE: Distilling Knowledge from Sparse Teacher Networks
Shaopu, Wang. (2022). "PrUE: Distilling Knowledge from Sparse Teacher Networks." ECML-PKDD2022.
Meteor: Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs
Ye, Dong. (2023). "Meteor: Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs." WWW2023.
FlexBNN: Fast Private Binary Neural Network Inference With Flexible Bit-Width
Ye, Dong. (2023). "FlexBNN: Fast Private Binary Neural Network Inference With Flexible Bit-Width." IEEE Transactions on Information Forensics and Security.
ACTSS: Input Detection Defense against Backdoor Attacks via Activation Subset Scanning
Yuexin, Xuan. (2022). "ACTSS: Input Detection Defense against Backdoor Attacks via Activation Subset Scanning." IJCNN2022.
KAFNN: A Knowledge Augmentation Framework to Graph Neural Networks
Bisheng, Tang. (2022). "KAFNN: A Knowledge Augmentation Framework to Graph Neural Networks." IJCNN2022.
Rethinking the Feature Iteration Process of Graph Convolution Networks
Bisheng, Tang. (2023). "Rethinking the Feature Iteration Process of Graph Convolution Networks." IJCNN2022.
DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints
Zhendong, Zhao. (2022). "DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints." CVPR2022.
FLOD:Oblivious Defender for Private Byzantine-Robust Federated Learning with Dishonest-Majority
Ye, Dong. (2023). "FLOD:Oblivious Defender for Private Byzantine-Robust Federated Learning with Dishonest-Majority." ESORICS 2021.
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Teaching
Service and leadership
- Currently signed in to 43 different slack teams