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Jiayang Song

3 accepted papers

2026

MMR-AD: A Large-Scale Multimodal Dataset for Benchmarking General Anomaly Detection with Multimodal Large Language Models

CVPR 2026

In the progress of industrial anomaly detection, general anomaly detection (GAD) is an emerging trend and also the ultimate goal. Unlike the conventional single- and multi-class AD, general AD aims to train a general AD model that can directly detect anomalies in diverse novel classes without any re

Cited by 0SourcecodeScholar
2025

Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture

NAACL 2025findings

As safety remains a crucial concern throughout the development lifecycle of Large Language Models (LLMs), researchers and industrial practitioners have increasingly focused on safeguarding and aligning LLM behaviors with human preferences and ethical standards. LLMs, trained on extensive multilingua…

Cited by 0SourcePDFScholar
2024

ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning

ICRA 2024poster

Motivated by the substantial achievements of Large Language Models (LLMs) in the field of natural language processing, recent research has commenced investigations into the application of LLMs for complex, long-horizon sequential task planning challenges in robotics. LLMs are advantageous in offerin…

Cited by 73SourcecodeScholar