Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification. - Yunhua Zhou; Jianqiang Yang; Pengyu Wang 006; Xipeng Qiu (ACL (1), 2023)

Watermarking LLMs with Weight Quantization. - Linyang Li; Botian Jiang; Pengyu Wang 006; Ke Ren; Hang Yan 001; Xipeng Qiu (EMNLP (Findings), 2023)

PerturbScore: Connecting Discrete and Continuous Perturbations in NLP. - Linyang Li; Ke Ren; Yunfan Shao; Pengyu Wang 006; Xipeng Qiu (EMNLP (Findings), 2023)

SeqXGPT: Sentence-Level AI-Generated Text Detection. - Pengyu Wang 006; Linyang Li; Ke Ren; Botian Jiang; Dong Zhang; Xipeng Qiu (EMNLP, 2023)

SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities. - Dong Zhang; Shimin Li; Xin Zhang; Jun Zhan; Pengyu Wang 006; Yaqian Zhou 001; Xipeng Qiu (EMNLP (Findings), 2023)

Origin Tracing and Detecting of LLMs. - Linyang Li; Pengyu Wang 006; Ke Ren; Tianxiang Sun; Xipeng Qiu (CoRR, 2023)

The Uncertainty-based Retrieval Framework for Ancient Chinese CWS and POS. - Pengyu Wang 006; Zhichen Ren (CoRR, 2023)

DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning. - Xinghao Wang; Junliang He; Pengyu Wang 006; Yunhua Zhou; Tianxiang Sun; Xipeng Qiu (AAAI, 2024)

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)

InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance. - Pengyu Wang 006; Dong Zhang; Linyang Li; Chenkun Tan; Xinghao Wang; Mozhi Zhang; Ke Ren; Botian Jiang; Xipeng Qiu (EMNLP, 2024)

SpeechAlign: Aligning Speech Generation to Human Preferences. - Dong Zhang; Zhaowei Li; Shimin Li; Xin Zhang; Pengyu Wang 006; Yaqian Zhou 001; Xipeng Qiu (NeurIPS, 2024)

SpeechAgents: Human-Communication Simulation with Multi-Modal Multi-Agent Systems. - Dong Zhang; Zhaowei Li; Pengyu Wang 006; Xin Zhang; Yaqian Zhou 001; Xipeng Qiu (CoRR, 2024)

InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance. - Pengyu Wang 006; Dong Zhang; Linyang Li; Chenkun Tan; Xinghao Wang; Ke Ren; Botian Jiang; Xipeng Qiu (CoRR, 2024)

Case2Code: Learning Inductive Reasoning with Synthetic Data. - Yunfan Shao; Linyang Li; Yichuan Ma; Peiji Li; Demin Song; Qinyuan Cheng; Shimin Li; Xiaonan Li; Pengyu Wang 006; Qipeng Guo; Hang Yan 001; Xipeng Qiu; et al. (CoRR, 2024)

BitStack: Fine-Grained Size Control for Compressed Large Language Models in Variable Memory Environments. - Xinghao Wang; Pengyu Wang 006; Bo Wang 084; Dong Zhang; Yunhua Zhou; Xipeng Qiu (CoRR, 2024)

LongSafetyBench: Long-Context LLMs Struggle with Safety Issues. - Mianqiu Huang; Xiaoran Liu; Shaojun Zhou; Mozhi Zhang; Chenkun Tan; Pengyu Wang 006; Qipeng Guo; Zhe Xu; Linyang Li; Zhikai Lei; Linlin Li 001; Qun Liu 001; et al. (CoRR, 2024)

Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models. - Wei Wang 378; Zhaowei Li; Qi Xu; Linfeng Li; Yiqing Cai; Botian Jiang; Hang Song; Xingcan Hu; Pengyu Wang 006; Li Xiao (CoRR, 2024)

Case2Code: Scalable Synthetic Data for Code Generation. - Yunfan Shao; Linyang Li; Yichuan Ma; Peiji Li; Demin Song; Qinyuan Cheng; Shimin Li; Xiaonan Li; Pengyu Wang 006; Qipeng Guo; Hang Yan 001; Xipeng Qiu; et al. (COLING, 2025)

BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments. - Xinghao Wang; Pengyu Wang 006; Bo Wang 084; Dong Zhang; Yunhua Zhou; Xipeng Qiu (ICLR, 2025)

UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model. - Zhaowei Li; Wei Wang 378; Yiqing Cai; Qi Xu; Pengyu Wang 006; Dong Zhang; Hang Song; Botian Jiang; Zhida Huang; Tao Wang (NAACL (Findings), 2025)

MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time. - Mozhi Zhang; Pengyu Wang 006; Chenkun Tan; Mianqiu Huang; Dong Zhang; Yaqian Zhou 001; Xipeng Qiu (NAACL (Findings), 2025)