Yinggui Wang

GradPruner: Gradient-guided Layer Pruning Enabling Efficient Fine-Tuning and Inference for LLMs

TrojanTools: Adaptive Indirect Prompt Injection on LLM Agents via Malicious Tool-Calling

Unlearning Shapley: Data Valuation through Machine Unlearning

AegisGuard: RL-Guided Adapter Tuning for TEE-Based Efficient & Secure On-Device Inference

NESTLE: An Efficient and Robust Data Valuation Framework for Large Language Models

Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning