Category: Research

DP-OPT: Make Large Language Model Your Differentially-Private Prompt Engineer

July 29, 2024

Effective and Efficient Federated Tree Learning on Hybrid Data

July 29, 2024

BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models

July 29, 2024

COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits

July 29, 2024

MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos

July 29, 2024

PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees

July 29, 2024

ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles.

July 29, 2024

InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining

July 29, 2024

Fair Federated Learning via the Proportional Veto Core

July 29, 2024

SHINE: Shielding Backdoors in Deep Reinforcement Learning.

July 29, 2024