Junyuan Hong
Junyuan Hong
Research
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Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
A-CONECT: Designing AI-based Conversational Chatbot for Early Dementia Intervention
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
On the Generalization Ability of Unsupervised Pretraining
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
Safe and Robust Watermark Injection with a Single OoD Image
Shake to Leak: Amplifying the Generative Privacy Risk through Fine-tuning
Who Leaked the Model? Tracking IP Infringers in Accountable Federated Learning
Understanding Deep Gradient Leakage via Inversion Influence Functions
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