Yang Wan

2 accepted papers

2026

MC-RAG System: A Structure-Driven RAG System for Multi-Constraint Queries

Xiao Zhang, Yang Wan, Yi Li, Miao Xie, Chunli Lv

IJCAI 2026

Retrieval-Augmented Generation (RAG) systems are widely adopted in question answering, yet they often fail to satisfy complex multi-constraint queries, leading to constraint violations, factual inconsistencies, or hallucinations. We present Structure-Driven RAG System for Multi-Constraint Queries(MC

Cited by 0 Scholar ↗

2026

Mitigating Conversational Inertia in Multi-Turn Agents

Yang Wan, Zheng Cao, Zhenhao Zhang, Zhengwen Zeng, Shuheng Shen, Changhua Meng +1

ICML 2026poster

Large language models excel as few-shot learners when provided with appropriate demonstrations, yet this strength becomes problematic in multi-turn agent scenarios, where LLMs erroneously mimic their own previous responses as few-shot examples. Through attention analysis, we identify \textbf{convers…

Cited by 0 Source ↗Scholar ↗