What Dense Graph Do You Need for Self-Attention? - Yuxin Wang 005; Chu-Tak Lee; Qipeng Guo; Zhangyue Yin; Yunhua Zhou; Xuanjing Huang 001; Xipeng Qiu (ICML, 2022)

An Open-World Lottery Ticket for Out-of-Domain Intent Classification. - Yunhua Zhou; Peiju Liu; Yuxin Wang 005; Xipeng Qiu (CoRR, 2022)

Discovering New Intents Using Latent Variables. - Yunhua Zhou; Peiju Liu; Yuxin Wang 005; Xipeng Qiu (CoRR, 2022)

A survey of transformers. - Tianyang Lin; Yuxin Wang 005; Xiangyang Liu; Xipeng Qiu (AI Open, 2022)

Graph Structure Learning via Lottery Hypothesis at Scale. - Yuxin Wang 005; Xiannian Hu; Jiaqing Xie; Zhangyue Yin; Yunhua Zhou; Xipeng Qiu; Xuanjing Huang 001 (ACML, 2023)

Rethinking Label Smoothing on Multi-Hop Question Answering. - Zhangyue Yin; Yuxin Wang 005; Xiannian Hu; Yiguang Wu; Hang Yan 001; Xinyu Zhang 019; Zhao Cao; Xuanjing Huang 001; Xipeng Qiu (CCL, 2023)

From Hypergraph Energy Functions to Hypergraph Neural Networks. - Yuxin Wang 005; Quan Gan; Xipeng Qiu; Xuanjing Huang 001; David Wipf (ICML, 2023)

The Open-World Lottery Ticket Hypothesis for OOD Intent Classification. - Yunhua Zhou; Pengyu Wang 006; Peiju Liu; Yuxin Wang 005; Xipeng Qiu (LREC/COLING, 2024)

Deep learning prediction of glycopeptide tandem mass spectra powers glycoproteomics. - Yu Zong; Yuxin Wang 005; Xipeng Qiu; Xuanjing Huang 001; Liang Qiao 001 (Nat. Mac. Intell., 2024)

Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners. - Yuxin Wang 005; Botian Jiang; Yiran Guo; Quan Gan; David Wipf; Xuanjing Huang 001; Xipeng Qiu (AISTATS, 2025)

Efficient Link Prediction via GNN Layers Induced by Negative Sampling. - Yuxin Wang 005; Xiannian Hu; Quan Gan; Xuanjing Huang 001; Xipeng Qiu; David Wipf (IEEE Trans. Knowl. Data Eng., 2025)

FamilyTool: A Multi-hop Personalized Tool Use Benchmark. - Yuxin Wang 005; Yiran Guo; Yining Zheng; Zhangyue Yin; Shuo Chen; Jie Yang; Jiajun Chen; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2025)

R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning. - Yuan Li; Qi Luo; Xiaonan Li; Bufan Li; Qinyuan Cheng; Bo Wang 084; Yining Zheng; Yuxin Wang 005; Zhangyue Yin; Xipeng Qiu (CoRR, 2025)