works on

From the 1 of 16 linked papers with an AI index.

activity
20242026
collaborators

16 papers

cs.CL2026

Shieldstral

Antonia Calvi, Avinash Sooriyarachchi, Giada Pistilli +274

We introduce Shieldstral, a 3B-parameter policy-adaptive multimodal safety classifier that matches or outperforms models nearly 7 its size on text safety benchmarks and set…

cs.DB2026

AgenticDB: Self-Evolving Reconfiguration Framework for Database Workloads

Xinyue Yang, Chaozheng Wang, Chen Zheng +2

AgenticDB is a self-evolving framework that automatically diagnoses bottlenecks and reconfigures database and operating system settings to improve workload performance while safely…

cs.CL2026

Web-CogReasoner: Towards Multimodal Knowledge-Induced Cognitive Reasoning for Web Agents

Yuhan Guo, Cong Guo, Aiwen Sun +12

Multimodal large-scale models have significantly advanced the development of web agents, enabling perception and interaction with digital environments akin to human cognition. In t…

cs.OS2026

ThunderAgent: A Simple, Fast and Program-Aware Agentic Inference System

Hao Kang, Ziyang Li, Weili Xu +7

Large language models(LLMs) are now used to power complex multi-turn agentic workflows. Existing systems run agentic inference by loosely assembling isolated components: an LLM inf…

cs.LG2026

MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution

Jianwen Chen, Xinyu Yang, Peng Xia +7

Large language models (LLMs) have demonstrated strong performance and rapid progress in a wide range of medical reasoning tasks. However, their sequential autoregressive decoding f…

cs.AI2026

Voxtral Realtime

Mistral-AI, :, Alexander H. Liu +166

We introduce Voxtral Realtime, a natively streaming automatic speech recognition model that matches offline transcription quality at sub-second latency. Unlike approaches that adap…