Pengyu Wang

According to our database, Pengyu Wang authored at least 21 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time.

Mozhi Zhang, Pengyu Wang, Chenkun Tan, Mianqiu Huang, Dong Zhang, Yaqian Zhou, Xipeng Qiu

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model.

Zhaowei Li, Wei Wang, Yiqing Cai, Qi Xu, Pengyu Wang, Dong Zhang, Hang Song, Botian Jiang, Zhida Huang, Tao Wang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments.

Xinghao Wang, Pengyu Wang, Bo Wang, Dong Zhang, Yunhua Zhou, Xipeng Qiu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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, Qipeng Guo, Hang Yan, Xipeng Qiu, Xuanjing Huang, Dahua Lin

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models.

Wei Wang, Zhaowei Li, Qi Xu, Linfeng Li, Yiqing Cai, Botian Jiang, Hang Song, Xingcan Hu, Pengyu Wang, Li Xiao

CoRR, 2024

LongSafetyBench: Long-Context LLMs Struggle with Safety Issues.

Mianqiu Huang, Xiaoran Liu, Shaojun Zhou, Mozhi Zhang, Chenkun Tan, Pengyu Wang, Qipeng Guo, Zhe Xu, Linyang Li, Zhikai Lei, Linlin Li, Qun Liu, Yaqian Zhou, Xipeng Qiu, Xuanjing Huang

CoRR, 2024

BitStack: Fine-Grained Size Control for Compressed Large Language Models in Variable Memory Environments.

Xinghao Wang, Pengyu Wang, Bo Wang, Dong Zhang, Yunhua Zhou, 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, Qipeng Guo, Hang Yan, Xipeng Qiu, Xuanjing Huang, Dahua Lin

CoRR, 2024

InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance.

Pengyu Wang, Dong Zhang, Linyang Li, Chenkun Tan, Xinghao Wang, Ke Ren, Botian Jiang, Xipeng Qiu

CoRR, 2024

SpeechAgents: Human-Communication Simulation with Multi-Modal Multi-Agent Systems.

Dong Zhang, Zhaowei Li, Pengyu Wang, Xin Zhang, Yaqian Zhou, Xipeng Qiu

CoRR, 2024

SpeechAlign: Aligning Speech Generation to Human Preferences.

Dong Zhang, Zhaowei Li, Shimin Li, Xin Zhang, Pengyu Wang, Yaqian Zhou, Xipeng Qiu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance.

Pengyu Wang, Dong Zhang, Linyang Li, Chenkun Tan, Xinghao Wang, Mozhi Zhang, Ke Ren, Botian Jiang, Xipeng Qiu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

The Open-World Lottery Ticket Hypothesis for OOD Intent Classification.

Yunhua Zhou, Pengyu Wang, Peiju Liu, Yuxin Wang, Xipeng Qiu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning.

Xinghao Wang, Junliang He, Pengyu Wang, Yunhua Zhou, Tianxiang Sun, Xipeng Qiu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

The Uncertainty-based Retrieval Framework for Ancient Chinese CWS and POS.

Pengyu Wang, Zhichen Ren

CoRR, 2023

Origin Tracing and Detecting of LLMs.

Linyang Li, Pengyu Wang, Ke Ren, Tianxiang Sun, Xipeng Qiu

CoRR, 2023

SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities.

Dong Zhang, Shimin Li, Xin Zhang, Jun Zhan, Pengyu Wang, Yaqian Zhou, Xipeng Qiu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

SeqXGPT: Sentence-Level AI-Generated Text Detection.

Pengyu Wang, Linyang Li, Ke Ren, Botian Jiang, Dong Zhang, Xipeng Qiu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

PerturbScore: Connecting Discrete and Continuous Perturbations in NLP.

Linyang Li, Ke Ren, Yunfan Shao, Pengyu Wang, Xipeng Qiu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Watermarking LLMs with Weight Quantization.

Linyang Li, Botian Jiang, Pengyu Wang, Ke Ren, Hang Yan, Xipeng Qiu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification.

Yunhua Zhou, Jianqiang Yang, Pengyu Wang, Xipeng Qiu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023