3 citations · 4 across the 4 of their papers we have counts for
8 papers
GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring
Xinyi Duan, Yuanrong Tang, Jiangtao Gong
The performance of language models is commonly limited by insufficient knowledge and constrained reasoning. Prior approaches such as Retrieval-Augmented Generation (RAG) and Chain-…
Human Tool: An MCP-Style Framework for Human-Agent Collaboration
Yuanrong Tang, Huiling Peng, Bingxi Zhao +5
Human-AI collaboration faces growing challenges as AI systems increasingly outperform humans on complex tasks, while humans remain responsible for orchestration, validation, and de…
Evaluating Text-based Conversational Agents for Mental Health: A Systematic Review of Metrics, Methods and Usage Contexts
Jiangtao Gong, Xiao Wen, Fengyi Tao +3
Text-based conversational agents (CAs) are increasingly used in mental health, yet evaluation practices remain fragmented. We conducted a PRISMA-guided systematic review (May-June…
CoIRL-AD: Collaborative-Competitive Imitation-Reinforcement Learning in Latent World Models for Autonomous Driving
Xiaoji Zheng, Ziyuan Yang, Yanhao Chen +5
End-to-end autonomous driving models trained with imitation learning (IL) often generalize poorly, particularly in long-tail scenarios where expert demonstrations are sparse. Reinf…
CA+: Cognition Augmented Counselor Agent Framework for Long-term Dynamic Client Engagement
Yuanrong Tang, Yu Kang, Yifan Wang +3
Current AI counseling systems struggle with maintaining effective long-term client engagement. Through formative research with counselors and a systematic literature review, we ide…
COLP: Scaffolding Children's Online Long-term Collaborative Learning
Siyu Zha, Yuanrong Tang, Jiangtao Gong +1
Online collaborative learning and working are important for everyone including children. However, children still face a lot of difficulties communicating and working together while…