| 2025 | ICLR | Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models. | Xiongye Xiao, Heng Ping, Chenyu Zhou, Defu Cao, Yaxing Li, Yizhuo Zhou, Shixuan Li, Nikos Kanakaris, Paul Bogdan |
| 2024 | ICLR | Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning. | Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan |
| 2023 | VTC | Performance Analysis of Broadband Countermeasure Cancellation in Multiple-access Datalink Networks. | Qiaran Lu, Fangmin He, Zhong Yang, Yaxing Li, Hongbo Liu |
| 2022 | VTC | Federated Reinforcement Learning for RIS-Aided Non-Orthogonal Multiple Access MEC. | Zhong Yang, Yaxing Li, Hongbo Liu, Fangmin He |
| 2021 | ICASSP | Neural Noise Embedding for End-To-End Speech Enhancement with Conditional Layer Normalization. | Zhihui Zhang, Xiaoqi Li, Yaxing Li, Yuanjie Dong, Dan Wang, Shengwu Xiong |
| 2021 | Interspeech | Variational Information Bottleneck Based Regularization for Speaker Recognition. | Dan Wang, Yuanjie Dong, Yaxing Li, Yunfei Zi, Zhihui Zhang, Xiaoqi Li, Shengwu Xiong |
| 2020 | ICASSP | A Time-Frequency Network with Channel Attention and Non-Local Modules for Artificial Bandwidth Extension. | Yuanjie Dong, Yaxing Li, Xiaoqi Li, Shan Xu, Dan Wang, Zhihui Zhang, Shengwu Xiong |
| 2020 | Interspeech | Bidirectional LSTM Network with Ordered Neurons for Speech Enhancement. | Xiaoqi Li, Yaxing Li, Yuanjie Dong, Shan Xu, Zhihui Zhang, Dan Wang, Shengwu Xiong |
| 2019 | ICASSP | Densely Connected Network with Time-frequency Dilated Convolution for Speech Enhancement. | Yaxing Li, Xiaoqi Li, Yuanjie Dong, Meng Li, Shan Xu, Shengwu Xiong |
| 2019 | Interspeech | A Convolutional Neural Network with Non-Local Module for Speech Enhancement. | Xiaoqi Li, Yaxing Li, Meng Li, Shan Xu, Yuanjie Dong, Xinrong Sun, Shengwu Xiong |
| 2018 | Interspeech | Multi-frame Quantization of LSF Parameters Using a Deep Autoencoder and Pyramid Vector Quantizer. | Yaxing Li, Eshete Derb Emiru, Shengwu Xiong, Anna Zhu, Pengfei Duan, Yichang Li |
| 2018 | Interspeech | Multi-frame Coding of LSF Parameters Using Block-Constrained Trellis Coded Vector Quantization. | Yaxing Li, Shan Xu, Shengwu Xiong, Anna Zhu, Pengfei Duan, Yueming Ding |