3 papers
cs.CL2026
Improving LLM-based Autonomous Web Agents with Filtering
Zhitong Guo, Jing Yu Koh, Ruiyu Li
Autonomous web agents, powered by Large Language Models (LLMs), have garnered significant attention for automating various web-based tasks with multi-step reasoning and decision-ma…
cs.CL2026
Subjective Multi-Bias Detection with Large Language Models
Ruiyu Li, Zhiying Zhu
In this project, we delved into the pervasive challenge of bias detection within the text content. More specifically, our focus lies on the identification of subjective bias, a typ…
cs.AI2026
MELLON - Multimodal Enhanced LLM for Online Navigation
Ruiyu Li, Haoyang Cai, Zhitong Guo +1
Web navigation agents are capable of addressing various types of tasks on different websites. Current baselines on web navigation are either unimodal or lack strong reasoning abili…