Publications

Name	Conference	Link	Published	Tags
FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning	CVPR 2024	https://arxiv.org/abs/2404.02478	April 3, 2024	Federated Learning
The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning	ICML 2024	https://arxiv.org/abs/2403.03218	March 7, 2024	BenchmarkDataset
Toward Robust Unlearning for LLMs	SeT LLM ICLR 2024	https://openreview.net/forum?id=4rPzaUF6Ej	March 3, 2024	LLMSafety
GUARD: Role-playing to Generate Natural-language Jailbreakings to Test Guideline Adherence of Large Language Models	under review	https://arxiv.org/abs/2402.03299	February 5, 2024	LLMSafety
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks	under review	https://arxiv.org/abs/2401.17263	February 1, 2024	LLMSafety
Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models	NeurIPS 2023	https://arxiv.org/abs/2311.01441	November 2, 2023	Computer Vision
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models	ICML 2024	https://arxiv.org/abs/2310.04406	October 6, 2023	LLM
YouTubePD: A Multimodal Benchmark for Parkinson’s Disease Analysis	NeurIPS Datasets and Benchmarks 2023	https://openreview.net/forum?id=AIeeXKsspI	September 25, 2023	BenchmarkDataset
FedSelect: Customized Selection of Parameters for Fine-Tuning during Personalized Federated Learning	FL-ICML 2023	https://arxiv.org/abs/2306.13264	June 19, 2023	Federated Learning
Generative Image Model Benchmark for Reasoning and Representation	AAAI-EDGeS 2023	https://openreview.net/forum?id=ayrsrdB9499	March 12, 2023	BenchmarkDataset