activity
20232026
most citedInjecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey

10 citations · 11 across the 5 of their papers we have counts for

collaborators

5 papers

cs.AI2026

OmniFood-Bench: Evaluating VLMs for Nutrient Reasoning and Personalized Health Advice

Qian Jiang, Zhecheng Shi, Jingpu Yang +2

The rapid integration of Large Vision-Language Models (VLMs) into critical infrastructure promises to revolutionize personalized healthcare and dietary management. However, in the…

cs.CV2025

FineState-Bench: A Comprehensive Benchmark for Fine-Grained State Control in GUI Agents

Fengxian Ji, Jingpu Yang, Zirui Song +6

With the rapid advancement of generative artificial intelligence technology, Graphical User Interface (GUI) agents have demonstrated tremendous potential for autonomously managing…

cs.CL2025★ 10 cited

Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey

Zirui Song, Bin Yan, Yuhan Liu +4

Large Language Models (LLMs) have demonstrated remarkable success in various tasks such as natural language understanding, text summarization, and machine translation. However, the…

cs.RO2024

Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies

Zirui Song, Guangxian Ouyang, Meng Fang +9

Existing household robots have made significant progress in performing routine tasks, such as cleaning floors or delivering objects. However, a key limitation of these robots is th…

cs.CL2023★ 1 cited

Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona

Yihong Tang, Bo Wang, Miao Fang +4

The personalized dialogue explores the consistent relationship between dialogue generation and personality. Existing personalized dialogue agents model persona profiles from three…