Shuai Fan

According to our database, Shuai Fan authored at least 24 papers between 2018 and 2026.

Collaborative distances:

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

2026

A Unified and Reproducible Experimentation Framework for Speech Understanding.

Jing Peng, Junhao Du, Chenghao Wang, Hanqi Li, Yi Yang, Yixuan Wang, Xiaoyu Gu, Guanyu Chen, Yucheng Wang, Jiang Li, Zhangjie Zhao, Haoran Wang, Wenming Tu, Haoyu Li, Duo Ma, Lirong Qian, Yu Xi, Wen Wen, Jiaqi Guo, Hui Zhang, Shuai Fan, Wenbin Jiang, Shuai Wang, Kai Yu

CoRR, May, 2026

2025

Task Vector in TTS: Toward Emotionally Expressive Dialectal Speech Synthesis.

Pengchao Feng, Yao Xiao, Ziyang Ma, Zhikang Niu, Shuai Fan, Yao Li, Sheng Wang, Xie Chen

CoRR, December, 2025

MAC-SLU: Multi-Intent Automotive Cabin Spoken Language Understanding Benchmark.

Yuezhang Peng, Chonghao Cai, Ziang Liu, Shuai Fan, Sheng Jiang, Hua Xu, Yuxin Liu, Qiguang Chen, Kele Xu, Yao Li, Sheng Wang, Libo Qin, Xie Chen

CoRR, December, 2025

DiSRouter: Distributed Self-Routing for LLM Selections.

Hang Zheng, Hongshen Xu, Yongkai Lin, Shuai Fan, Lu Chen, Kai Yu

CoRR, October, 2025

Neuronal Activation States as Sample Embeddings for Data Selection in Task-Specific Instruction Tuning.

Da Ma, Gonghu Shang, Zhi Chen, Libo Qin, Yijie Luo, Lei Pan, Shuai Fan, Lu Chen, Kai Yu

CoRR, March, 2025

DFM: Dialogue foundation model for universal large-scale dialogue-oriented task learning.

Zhi Chen, Da Ma, Hanqi Li, Lu Chen, Jiabao Ji, Yuncong Liu, Bei Chen, Mengyue Wu, Su Zhu, Xin Dong, Fujiang Ge, Qingliang Miao, Jian-Guang Lou, Shuai Fan, Kai Yu

AI Open, 2025

Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations.

Da Ma, Gonghu Shang, Zhi Chen, Libo Qin, Yijie Luo, Hongshen Xu, Lei Pan, Shuai Fan, Kai Yu, Lu Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Unsupervised Text Style Transfer via LLMs and Mask-Filling with Multi-way Interactions.

Lei Pan, Yuanyuan Liang, Hongshen Xu, Da Ma, Su Zhu, Shuai Fan

Proceedings of the Neural Information Processing - 32nd International Conference, 2025

Alignment for Efficient Tool Calling of Large Language Models.

Hongshen Xu, Zihan Wang, Zichen Zhu, Lei Pan, Xingyu Chen, Shuai Fan, Lu Chen, Kai Yu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

One-Dimensional Object Detection for Streaming Text Segmentation of Meeting Dialogue.

Rui He, Zhongqing Wang, Minjie Qiang, Hongling Wang, Yifan Zhang, Hua Xu, Shuai Fan, Guodong Zhou

Proceedings of the Findings of the Association for Computational Linguistics, 2025

NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering.

Ruisheng Cao, Hanchong Zhang, Tiancheng Huang, Zhangyi Kang, Yuxin Zhang, Liangtai Sun, Hanqi Li, Yuxun Miao, Shuai Fan, Lu Chen, Kai Yu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement.

Yifan Yang, Zheshu Song, Jianheng Zhuo, Mingyu Cui, Jinpeng Li, Bo Yang, Yexing Du, Ziyang Ma, Xunying Liu, Ziyuan Wang, Ke Li, Shuai Fan, Kai Yu, Wei-Qiang Zhang, Guoguo Chen, Xie Chen

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

VQTalker: Towards Multilingual Talking Avatars Through Facial Motion Tokenization.

Tao Liu, Ziyang Ma, Qi Chen, Feilong Chen, Shuai Fan, Xie Chen, Kai Yu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Reducing Tool Hallucination via Reliability Alignment.

Hongshen Xu, Su Zhu, Zihan Wang, Hang Zheng, Da Ma, Ruisheng Cao, Shuai Fan, Lu Chen, Kai Yu

CoRR, 2024

Compressing KV Cache for Long-Context LLM Inference with Inter-Layer Attention Similarity.

Da Ma, Lu Chen, Situo Zhang, Yuxun Miao, Su Zhu, Zhi Chen, Hongshen Xu, Hanqi Li, Shuai Fan, Lei Pan, Kai Yu

CoRR, 2024

The X-LANCE Technical Report for Interspeech 2024 Speech Processing Using Discrete Speech Unit Challenge.

Yiwei Guo, Chenrun Wang, Yifan Yang, Hankun Wang, Ziyang Ma, Chenpeng Du, Shuai Wang, Hanzheng Li, Shuai Fan, Hui Zhang, Xie Chen, Kai Yu

CoRR, 2024

Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback.

Hongshen Xu, Zichen Zhu, Da Ma, Situo Zhang, Shuai Fan, Lu Chen, Kai Yu

CoRR, 2024

ChemDFM: Dialogue Foundation Model for Chemistry.

Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Xin Chen, Kai Yu

CoRR, 2024

AniTalker: Animate Vivid and Diverse Talking Faces through Identity-Decoupled Facial Motion Encoding.

Tao Liu, Feilong Chen, Shuai Fan, Chenpeng Du, Qi Chen, Xie Chen, Kai Yu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

The X-Lance Technical Report for Interspeech 2024 Speech Processing using Discrete Speech Unit Challenge.

Yiwei Guo, Chenrun Wang, Yifan Yang, Hankun Wang, Ziyang Ma, Chenpeng Du, Shuai Wang, Hanzheng Li, Xu Li, Shuai Fan, Hui Zhang, Xie Chen, Kai Yu

Proceedings of the 14th IEEE International Symposium on Chinese Spoken Language Processing, 2024

DiffDub: Person-Generic Visual Dubbing Using Inpainting Renderer with Diffusion Auto-Encoder.

Tao Liu, Chenpeng Du, Shuai Fan, Feilong Chen, Kai Yu

Proceedings of the IEEE International Conference on Acoustics, 2024

Sparsity-Accelerated Training for Large Language Models.

Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2022

MSDWild: Multi-modal Speaker Diarization Dataset in the Wild.

Tao Liu, Shuai Fan, Xu Xiang, Hongbo Song, Shaoxiong Lin, Jiaqi Sun, Tianyuan Han, Siyuan Chen, Binwei Yao, Sen Liu, Yifei Wu, Yanmin Qian, Kai Yu

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2018

Joint Spoken Language Understanding and Domain Adaptive Language Modeling.

Huifeng Zhang, Su Zhu, Shuai Fan, Kai Yu

Proceedings of the Intelligence Science and Big Data Engineering, 2018