Joint Spoken Language Understanding and Domain Adaptive Language Modeling. - Huifeng Zhang; Su Zhu; Shuai Fan 005; Kai Yu 004 (IScIDE, 2018)

MSDWild: Multi-modal Speaker Diarization Dataset in the Wild. - Tao Liu 068; Shuai Fan 005; Xu Xiang; Hongbo Song; Shaoxiong Lin; Jiaqi Sun; Tianyuan Han; Siyuan Chen; Binwei Yao; Sen Liu; Yifei Wu; Yanmin Qian; et al. (INTERSPEECH, 2022)

Sparsity-Accelerated Training for Large Language Models. - Da Ma; Lu Chen 002; Pengyu Wang; Hongshen Xu; Hanqi Li; Liangtai Sun; Su Zhu; Shuai Fan 005; Kai Yu 004 (ACL (Findings), 2024)

DiffDub: Person-Generic Visual Dubbing Using Inpainting Renderer with Diffusion Auto-Encoder. - Tao Liu 068; Chenpeng Du; Shuai Fan 005; Feilong Chen; Kai Yu 004 (ICASSP, 2024)

The X-Lance Technical Report for Interspeech 2024 Speech Processing using Discrete Speech Unit Challenge. - Yiwei Guo; Chenrun Wang; Yifan Yang 005; Hankun Wang; Ziyang Ma 001; Chenpeng Du; Shuai Wang 016; Hanzheng Li; Xu Li 015; Shuai Fan 005; Hui Zhang; Xie Chen 001; et al. (ISCSLP, 2024)

AniTalker: Animate Vivid and Diverse Talking Faces through Identity-Decoupled Facial Motion Encoding. - Tao Liu 068; Feilong Chen; Shuai Fan 005; Chenpeng Du; Qi Chen 009; Xie Chen 001; Kai Yu 004 (ACM Multimedia, 2024)

ChemDFM: Dialogue Foundation Model for Chemistry. - Zihan Zhao; Da Ma; Lu Chen 002; Liangtai Sun; Zihao Li; Hongshen Xu; Zichen Zhu; Su Zhu; Shuai Fan 005; Guodong Shen; Xin Chen; Kai Yu 004 (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 005; Lu Chen 002; Kai Yu 004 (CoRR, 2024)

The X-LANCE Technical Report for Interspeech 2024 Speech Processing Using Discrete Speech Unit Challenge. - Yiwei Guo; Chenrun Wang; Yifan Yang 005; Hankun Wang; Ziyang Ma 001; Chenpeng Du; Shuai Wang 016; Hanzheng Li; Shuai Fan 005; Hui Zhang; Xie Chen 001; Kai Yu 004 (CoRR, 2024)

Compressing KV Cache for Long-Context LLM Inference with Inter-Layer Attention Similarity. - Da Ma; Lu Chen 002; Situo Zhang; Yuxun Miao; Su Zhu; Zhi Chen 006; Hongshen Xu; Hanqi Li; Shuai Fan 005; Lei Pan; Kai Yu 004 (CoRR, 2024)

Reducing Tool Hallucination via Reliability Alignment. - Hongshen Xu; Su Zhu; Zihan Wang; Hang Zheng; Da Ma; Ruisheng Cao; Shuai Fan 005; Lu Chen 002; Kai Yu 004 (CoRR, 2024)

VQTalker: Towards Multilingual Talking Avatars Through Facial Motion Tokenization. - Tao Liu 068; Ziyang Ma 001; Qi Chen 009; Feilong Chen; Shuai Fan 005; Xie Chen 001; Kai Yu 004 (AAAI, 2025)

GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement. - Yifan Yang 005; Zheshu Song; Jianheng Zhuo; Mingyu Cui; Jinpeng Li; Bo Yang 006; Yexing Du; Ziyang Ma 001; Xunying Liu; Ziyuan Wang; Ke Li 018; Shuai Fan 005; et al. (ACL (1), 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 005; Lu Chen 002; Kai Yu 004 (ACL (1), 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 005; Guodong Zhou (ACL (Findings), 2025)

DFM: Dialogue foundation model for universal large-scale dialogue-oriented task learning. - Zhi Chen 006; Da Ma; Hanqi Li; Lu Chen 002; Jiabao Ji; Yuncong Liu; Bei Chen; Mengyue Wu; Su Zhu; Xin Dong; Fujiang Ge; Qingliang Miao; et al. (AI Open, 2025)

Neuronal Activation States as Sample Embeddings for Data Selection in Task-Specific Instruction Tuning. - Da Ma; Gonghu Shang; Zhi Chen 006; Libo Qin 001; Yijie Luo; Lei Pan; Shuai Fan 005; Lu Chen 002; Kai Yu 004 (CoRR, 2025)