Hu, Shengyuan

1. Ditto: Fair and Robust Federated Learning Through Personalization
   2020/12/08 by Tian Li, Shengyuan Hu, Li, Tian +5 · 51 citations
   Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. Guardrail Baselines for Unlearning in LLMs
   2024/03/05 by Thaker, Pratiksha, Maurya, Yash, Hu, Shengyuan +2 · 13 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning
   2024/06/19 by Shengyuan Hu, Hu, Shengyuan, Yiwei Fu +5 · 12 citations
   Engineering · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Fire Detection and Safety Systems #Machine Learning (cs.LG)
4. On Privacy and Personalization in Cross-Silo Federated Learning
   2022/06/16 by Ziyu Liu, Shengyuan Hu, Liu, Ziyu +5 · 6 citations
   Computer Science · #Privacy-Preserving Technologies in Data
5. No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices
   2024/02/25 by Pang, Qi, Hu, Shengyuan, Zheng, Wenting +1 · 8 citations
   #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Position: LLM Unlearning Benchmarks are Weak Measures of Progress
   2024/10/03 by Pratiksha Thaker, Shengyuan Hu, Thaker, Pratiksha +9 · 8 citations
   Business, Management and Accounting · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Taxation and Legal Issues
7. A New Defense Against Adversarial Images: Turning a Weakness into a Strength
   2019/10/16 by Yu, Tao, Hu, Shengyuan, Guo, Chuan +2 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. BLUR: A Benchmark for LLM Unlearning Robust to Forget-Retain Overlap
   2025/05/28 by Hu, Shengyuan, Kale, Neil, Thaker, Pratiksha +3 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Explainable Artificial Intelligence (XAI)
9. FedSynth: Gradient Compression via Synthetic Data in Federated Learning
   2022/04/04 by Shengyuan Hu, Jack Goetz, Hu, Shengyuan +9 · 1 citation
   Computer Science · #Privacy-Preserving Technologies in Data