Residual Echo and Noise Cancellation with Feature Attention Module and Multi-Domain Loss Function. - Jianjun Gu 005; Longbiao Cheng; Xingwei Sun; Junfeng Li; Yonghong Yan 002 (Interspeech, 2021)

The Source Model Towards Maximizing The Output Signal-To-Interference Ratio For Independent Vector Analysis. - Jianju Gu; Longbiao Cheng; Junfeng Li; Yonghong Yan 002 (CoRR, 2021)

FSCNet: Feature-Specific Convolution Neural Network for Real-Time Speech Enhancement. - Longbiao Cheng; Junfeng Li; Yonghong Yan 002 (IEEE Signal Process. Lett., 2021)

Estimation Reliability Function Assisted Sound Source Localization With Enhanced Steering Vector Phase Difference. - Longbiao Cheng; Xingwei Sun; Dingding Yao; Junfeng Li; Yonghong Yan 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

A Secondary Path-Decoupled Active Noise Control Algorithm Based on Deep Learning. - Daocheng Chen; Longbiao Cheng; Dingding Yao; Junfeng Li; Yonghong Yan 002 (IEEE Signal Process. Lett., 2022)

Bio-inspired parameter reuse: Exploiting inter-frame representation similarity with recurrence for accelerating temporal visual processing. - Zuowen Wang; Longbiao Cheng; Joachim Ott; Pehuen Moure; Shih-Chii Liu (UniReps, 2023)

The effect of source sparsity on independent vector analysis for blind source separation. - Jianjun Gu 005; Longbiao Cheng; Dingding Yao; Junfeng Li; Yonghong Yan 002 (Signal Process., 2023)

Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training. - Xi Chen; Chang Gao 002; Zuowen Wang; Longbiao Cheng; Sheng Zhou; Shih-Chii Liu; Tobi Delbruck (AAAI, 2024)

Regularized Parameter Uncertainty for Improving Generalization in Reinforcement Learning. - Pehuen Moure; Longbiao Cheng; Joachim Ott; Zuowen Wang; Shih-Chii Liu (CVPR, 2024)

Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement. - Longbiao Cheng; Ashutosh Pandey 004; Buye Xu; Tobi Delbruck; Shih-Chii Liu (INTERSPEECH, 2024)

DeltaDEQ: Exploiting Heterogeneous Convergence for Accelerating Deep Equilibrium Iterations. - Zuowen Wang; Longbiao Cheng; Pehuen Moure; Niklas Hahn 002; Shih-Chii Liu (NeurIPS, 2024)

Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement. - Longbiao Cheng; Ashutosh Pandey 004; Buye Xu; Tobi Delbruck; Vamsi Krishna Ithapu; Shih-Chii Liu (ICASSP, 2025)

CustomFit: Customizing Task-Optimized and Size-Specific Subnets from a Single Base Network During Runtime. - Longbiao Cheng; Sheng Zhou; Shih-Chii Liu (ISCAS, 2025)