الباحثون

Xiaolong Jin

المنشورات 2

نسخة أولية وصول مفتوح

Climbing the Hill: Prompt Injection Red-Teaming Against Frontier Models with Curriculum Reinforcement Learning

Chenlong Yin, Xiaolong Jin, Wei Zou وآخرون · 2026

Prompt injection is a leading security risk for LLMs and LLM-based applications such as agents. State-of-the-art red-teaming methods for prompt injection leverage reinforcement learning (RL) to train an attacker LLM to generate effective injected prompts. However, when targeting frontier LLMs such as GPT-6-Luna, a majo …

نسخة أولية وصول مفتوح

Schema-Anchored Latent Reasoning for Semantic Parsing-Based Knowledge Base Question Answering

Guangze Gao, Zixuan Li, Sikui Zhang وآخرون · 2026

Semantic parsing (SP)-based knowledge base question answering aims to answer natural language questions by generating executable logical forms (LFs) over knowledge bases (KBs). When applying Large Language Models (LLMs) to this task, a key challenge over large, heterogeneous KBs is selecting question-related schema ele …

المؤلفون المشاركون