Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation. - Xianyu Chen; Jian Shen 003; Wei Xia 001; Jiarui Jin; Yakun Song; Weinan Zhang 001; Weiwen Liu; Menghui Zhu; Ruiming Tang; Kai Dong; Dingyin Xia; Yong Yu 001 (AAAI, 2023)

Fast-Hubert: an Efficient Training Framework for Self-Supervised Speech Representation Learning. - Guanrou Yang; Ziyang Ma 001; Zhisheng Zheng; Yakun Song; Zhikang Niu; Xie Chen 001 (ASRU, 2023)

On the Initialization of Graph Neural Networks. - Jiahang Li 002; Yakun Song; Xiang Song 003; David Wipf (ICML, 2023)

TacoLM: GaTed Attention Equipped Codec Language Model are Efficient Zero-Shot Text to Speech Synthesizers. - Yakun Song; Zhuo Chen 006; Xiaofei Wang; Ziyang Ma 001; Guanrou Yang; Xie Chen 001 (INTERSPEECH, 2024)

4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs. - Minjie Wang; Quan Gan; David Wipf; Zheng Zhang 001; Christos Faloutsos; Weinan Zhang 001; Muhan Zhang; Zhenkun Cai; Jiahang Li 002; Zunyao Mao; Yakun Song; Jianheng Tang; et al. (NeurIPS, 2024)

4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs. - Minjie Wang; Quan Gan; David Wipf; Zhenkun Cai; Ning Li 029; Jianheng Tang; Yanlin Zhang; Zizhao Zhang; Zunyao Mao; Yakun Song; Yanbo Wang; Jiahang Li 002; et al. (CoRR, 2024)

Language Model Can Listen While Speaking. - Ziyang Ma 001; Yakun Song; Chenpeng Du; Jian Cong; Zhuo Chen 006; Yuping Wang 005; Yuxuan Wang 002; Xie Chen 001 (AAAI, 2025)

ELLA-V: Stable Neural Codec Language Modeling with Alignment-Guided Sequence Reordering. - Yakun Song; Zhuo Chen 006; Xiaofei Wang; Ziyang Ma 001; Xie Chen 001 (AAAI, 2025)

Towards Reliable Large Audio Language Model. - Ziyang Ma 001; Xiquan Li; Yakun Song; Wenxi Chen; Chenpeng Du; Jian Wu; Yuanzhe Chen; Zhuo Chen 006; Yuping Wang 005; Yuxuan Wang 002; Xie Chen 001 (ACL (Findings), 2025)

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation. - Yakun Song; Jiawei Chen; Xiaobin Zhuang; Chenpeng Du; Ziyang Ma 001; Jian Wu; Jian Cong; Dongya Jia; Zhuo Chen 006; Yuping Wang 005; Yuxuan Wang 002; Xie Chen 001 (CoRR, 2025)