Ouroboros: An Inference Engine for Deep Learning Based TTS on Embedded Devices. - Jiansong Zhang 001; Lixue Xia; Zhao Jiang; Hao Liang 003; Jiaoyan Chen; Shouda Liu; Wei Lin 016; Yuan Xie 001 (Hot Chips Symposium, 2019)

RdimKD: Generic Distillation Paradigm by Dimensionality Reduction. - Yi Guo; Yiqian He; Xiaoyang Li; Haotong Qin; Van Tung Pham; Yang Zhang 088; Shouda Liu (CoRR, 2023)

Accurate LoRA-Finetuning Quantization of LLMs via Information Retention. - Haotong Qin; Xudong Ma; Xingyu Zheng; Xiaoyang Li; Yang Zhang 088; Shouda Liu; Jie Luo 004; Xianglong Liu 001; Michele Magno (ICML, 2024)

LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing. - Xiaonan Nie; Qibin Liu; Fangcheng Fu; Shenhan Zhu; Xupeng Miao; Xiaoyang Li; Yang Zhang; Shouda Liu; Bin Cui 001 (NeurIPS, 2024)

decoupleQ: Towards 2-bit Post-Training Uniform Quantization via decoupling Parameters into Integer and Floating Points. - Yi Guo; Fanliu Kong; Xiaoyang Li; Hui Li; Wei Chen; Xiaogang Tian; Jinping Cai; Yang Zhang; Shouda Liu (CoRR, 2024)

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models. - Philip Anastassiou; Jiawei Chen; Jitong Chen; Yuanzhe Chen; Zhuo Chen 006; Ziyi Chen; Jian Cong; Lelai Deng; Chuang Ding; Lu Gao; Mingqing Gong; Peisong Huang; et al. (CoRR, 2024)

Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition. - Ye Bai; Jingping Chen; Jitong Chen; Wei Chen 071; Zhuo Chen 006; Chuang Ding; Linhao Dong; Qianqian Dong; Yujiao Du; Kepan Gao; Lu Gao; Yi Guo; et al. (CoRR, 2024)

Seed-Music: A Unified Framework for High Quality and Controlled Music Generation. - Ye Bai; Haonan Chen; Jitong Chen; Zhuo Chen 006; Yi Deng; Xiaohong Dong; Lamtharn Hantrakul; Weituo Hao; Qingqing Huang; Zhongyi Huang; Dongya Jia; Feihu La; et al. (CoRR, 2024)

OrchMLLM: Orchestrate Multimodal Data with Batch Post-Balancing to Accelerate Multimodal Large Language Model Training. - Yijie Zheng; Bangjun Xiao; Lei Shi; Xiaoyang Li; Faming Wu; Tianyu Li; Xuefeng Xiao 001; Yang Zhang; Yuxuan Wang 010; Shouda Liu (CoRR, 2025)

SplitMeanFlow: Interval Splitting Consistency in Few-Step Generative Modeling. - Yi Guo; Wei Wang; Zhihang Yuan; Rong Cao; Kuan Chen; Zhengyang Chen; Yuanyuan Huo; Yang Zhang; Yuping Wang; Shouda Liu; Yuxuan Wang (CoRR, 2025)