Gaussian Process Neural Networks for Speech Recognition. - Max W. Y. Lam; Shoukang Hu; Xurong Xie; Shansong Liu; Jianwei Yu 001; Rongfeng Su; Xunying Liu; Helen Meng (INTERSPEECH, 2018)

Development of the CUHK Dysarthric Speech Recognition System for the UA Speech Corpus. - Jianwei Yu 001; Xurong Xie; Shansong Liu; Shoukang Hu; Max W. Y. Lam; Xixin Wu; Ka Ho Wong; Xunying Liu; Helen Meng (INTERSPEECH, 2018)

Bayesian and Gaussian Process Neural Networks for Large Vocabulary Continuous Speech Recognition. - Shoukang Hu; Max W. Y. Lam; Xurong Xie; Shansong Liu; Jianwei Yu 001; Xixin Wu; Xunying Liu; Helen Meng (ICASSP, 2019)

Gaussian Process Lstm Recurrent Neural Network Language Models for Speech Recognition. - Max W. Y. Lam; Xie Chen 001; Shoukang Hu; Jianwei Yu 001; Xunying Liu; Helen Meng (ICASSP, 2019)

Speech Emotion Recognition Using Capsule Networks. - Xixin Wu; Songxiang Liu; Yuewen Cao; Xu Li 015; Jianwei Yu 001; Dongyang Dai; Xi Ma; Shoukang Hu; Zhiyong Wu 001; Xunying Liu; Helen Meng (ICASSP, 2019)

BLHUC: Bayesian Learning of Hidden Unit Contributions for Deep Neural Network Speaker Adaptation. - Xurong Xie; Xunying Liu; Tan Lee 001; Shoukang Hu; Lan Wang (ICASSP, 2019)

Recurrent Neural Network Language Model Training Using Natural Gradient. - Jianwei Yu 001; Max W. Y. Lam; Xie Chen 001; Shoukang Hu; Songxiang Liu; Xixin Wu; Xunying Liu; Helen Meng (ICASSP, 2019)

The CUHK Dysarthric Speech Recognition Systems for English and Cantonese. - Shoukang Hu; Shansong Liu; Heng Fai Chang; Mengzhe Geng; Jiani Chen; Lau Wing Chung; To Ka Hei; Jianwei Yu 001; Ka Ho Wong; Xunying Liu; Helen Meng (INTERSPEECH, 2019)

LF-MMI Training of Bayesian and Gaussian Process Time Delay Neural Networks for Speech Recognition. - Shoukang Hu; Xurong Xie; Shansong Liu; Max W. Y. Lam; Jianwei Yu 001; Xixin Wu; Xunying Liu; Helen Meng (INTERSPEECH, 2019)

On the Use of Pitch Features for Disordered Speech Recognition. - Shansong Liu; Shoukang Hu; Xunying Liu; Helen Meng (INTERSPEECH, 2019)

Exploiting Visual Features Using Bayesian Gated Neural Networks for Disordered Speech Recognition. - Shansong Liu; Shoukang Hu; Yi Wang; Jianwei Yu 001; Rongfeng Su; Xunying Liu; Helen Meng (INTERSPEECH, 2019)

Comparative Study of Parametric and Representation Uncertainty Modeling for Recurrent Neural Network Language Models. - Jianwei Yu 001; Max W. Y. Lam; Shoukang Hu; Xixin Wu; Xu Li 015; Yuewen Cao; Xunying Liu; Helen Meng (INTERSPEECH, 2019)

DSNAS: Direct Neural Architecture Search Without Parameter Retraining. - Shoukang Hu; Sirui Xie; Hehui Zheng; Chunxiao Liu; Jianping Shi; Xunying Liu; Dahua Lin (CVPR, 2020)

Low-bit Quantization of Recurrent Neural Network Language Models Using Alternating Direction Methods of Multipliers. - Junhao Xu; Xie Chen 001; Shoukang Hu; Jianwei Yu 001; Xunying Liu; Helen Meng (ICASSP, 2020)

Investigation of Data Augmentation Techniques for Disordered Speech Recognition. - Mengzhe Geng; Xurong Xie; Shansong Liu; Jianwei Yu 001; Shoukang Hu; Xunying Liu; Helen Meng (INTERSPEECH, 2020)

Exploiting Cross-Domain Visual Feature Generation for Disordered Speech Recognition. - Shansong Liu; Xurong Xie; Jianwei Yu 001; Shoukang Hu; Mengzhe Geng; Rongfeng Su; Shi-Xiong Zhang 001; Xunying Liu; Helen Meng (INTERSPEECH, 2020)

Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker Verification. - Xu Li 015; Jinghua Zhong; Jianwei Yu 001; Shoukang Hu; Xixin Wu; Xunying Liu; Helen Meng (Odyssey, 2020)

Neural Architecture Search for Speech Recognition. - Shoukang Hu; Xurong Xie; Shansong Liu; Mengzhe Geng; Xunying Liu; Helen Meng (CoRR, 2020)

Understanding the wiring evolution in differentiable neural architecture search. - Sirui Xie; Shoukang Hu; Xinjiang Wang; Chunxiao Liu; Jianping Shi; Xunying Liu; Dahua Lin (AISTATS, 2021)

Neural Architecture Search for LF-MMI Trained Time Delay Neural Networks. - Shoukang Hu; Xurong Xie; Shansong Liu; Mingyu Cui; Mengzhe Geng; Xunying Liu; Helen Meng (ICASSP, 2021)

Mixed Precision Quantization of Transformer Language Models for Speech Recognition. - Junhao Xu; Shoukang Hu; Jianwei Yu 001; Xunying Liu; Helen Meng (ICASSP, 2021)

Bayesian Transformer Language Models for Speech Recognition. - Boyang Xue; Jianwei Yu 001; Junhao Xu; Shansong Liu; Shoukang Hu; Zi Ye 001; Mengzhe Geng; Xunying Liu; Helen Meng (ICASSP, 2021)

Development of the Cuhk Elderly Speech Recognition System for Neurocognitive Disorder Detection Using the Dementiabank Corpus. - Zi Ye 001; Shoukang Hu; Jinchao Li; Xurong Xie; Mengzhe Geng; Jianwei Yu 001; Junhao Xu; Boyang Xue; Shansong Liu; Xunying Liu; Helen Meng (ICASSP, 2021)

Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition. - Jiajun Deng; Fabian Ritter Gutierrez; Shoukang Hu; Mengzhe Geng; Xurong Xie; Zi Ye 001; Shansong Liu; Jianwei Yu 001; Xunying Liu; Helen Meng (Interspeech, 2021)

Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition. - Mengzhe Geng; Shansong Liu; Jianwei Yu 001; Xurong Xie; Shoukang Hu; Zi Ye 001; Zengrui Jin; Xunying Liu; Helen Meng (Interspeech, 2021)

Bayesian Learning of LF-MMI Trained Time Delay Neural Networks for Speech Recognition. - Shoukang Hu; Xurong Xie; Shansong Liu; Jianwei Yu 001; Zi Ye 001; Mengzhe Geng; Xunying Liu; Helen Meng (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Recent Progress in the CUHK Dysarthric Speech Recognition System. - Shansong Liu; Mengzhe Geng; Shoukang Hu; Xurong Xie; Mingyu Cui; Jianwei Yu 001; Xunying Liu; Helen Meng (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Mixed Precision Low-Bit Quantization of Neural Network Language Models for Speech Recognition. - Junhao Xu; Jianwei Yu 001; Shoukang Hu; Xunying Liu; Helen Meng (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Audio-Visual Multi-Channel Integration and Recognition of Overlapped Speech. - Jianwei Yu 001; Shi-Xiong Zhang 001; Bo Wu 011; Shansong Liu; Shoukang Hu; Mengzhe Geng; Xunying Liu; Helen Meng; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Exploiting Cross Domain Acoustic-to-Articulatory Inverted Features for Disordered Speech Recognition. - Shujie Hu; Shansong Liu; Xurong Xie; Mengzhe Geng; Tianzi Wang; Shoukang Hu; Mingyu Cui; Xunying Liu; Helen Meng (ICASSP, 2022)

Neural Architecture Search for Speech Emotion Recognition. - Xixin Wu; Shoukang Hu; Zhiyong Wu 001; Xunying Liu; Helen Meng (ICASSP, 2022)

Generalizing Few-Shot NAS with Gradient Matching. - Shoukang Hu; Ruochen Wang; Lanqing Hong; Zhenguo Li; Cho-Jui Hsieh; Jiashi Feng (ICLR, 2022)

Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems. - Mingyu Cui; Jiajun Deng; Shoukang Hu; Xurong Xie; Tianzi Wang; Shujie Hu; Mengzhe Geng; Boyang Xue; Xunying Liu; Helen Meng (INTERSPEECH, 2022)

Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection. - Tianzi Wang; Jiajun Deng; Mengzhe Geng; Zi Ye 001; Shoukang Hu; Yi Wang; Mingyu Cui; Zengrui Jin; Xunying Liu; Helen Meng (INTERSPEECH, 2022)

Exploring linguistic feature and model combination for speech recognition based automatic AD detection. - Yi Wang; Tianzi Wang; Zi Ye 001; Lingwei Meng; Shoukang Hu; Xixin Wu; Xunying Liu; Helen Meng (INTERSPEECH, 2022)

Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Swithboard Corpus. - Junhao Xu; Shoukang Hu; Xunying Liu; Helen Meng (INTERSPEECH, 2022)

Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Switchboard Corpus. - Junhao Xu; Shoukang Hu; Xunying Liu; Helen Meng (CoRR, 2022)

Neural Architecture Search for LF-MMI Trained Time Delay Neural Networks. - Shoukang Hu; Xurong Xie; Mingyu Cui; Jiajun Deng; Shansong Liu; Jianwei Yu 001; Mengzhe Geng; Xunying Liu; Helen Meng (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Bayesian Neural Network Language Modeling for Speech Recognition. - Boyang Xue; Shoukang Hu; Junhao Xu; Mengzhe Geng; Xunying Liu; Helen Meng (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

DHA: End-to-End Joint Optimization of Data Augmentation Policy, Hyper-parameter and Architecture. - Kaichen Zhou; Lanqing Hong; Shoukang Hu; Fengwei Zhou; Binxin Ru; Jiashi Feng; Zhenguo Li (Trans. Mach. Learn. Res., 2022)

Exploiting Prompt Learning with Pre-Trained Language Models for Alzheimer's Disease Detection. - Yi Wang; Jiajun Deng; Tianzi Wang; Bo Zheng; Shoukang Hu; Xunying Liu; Helen Meng (ICASSP, 2023)

SHERF: Generalizable Human NeRF from a Single Image. - Shoukang Hu; Fangzhou Hong; Liang Pan; Haiyi Mei; Lei Yang 045; Ziwei Liu 002 (ICCV, 2023)

Lossless 4-bit Quantization of Architecture Compressed Conformer ASR Systems on the 300-hr Switchboard Corpus. - Zhaoqing Li; Tianzi Wang; Jiajun Deng; Junhao Xu; Shoukang Hu; Xunying Liu (INTERSPEECH, 2023)

Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech Recognition. - Tianzi Wang; Shoukang Hu; Jiajun Deng; Zengrui Jin; Mengzhe Geng; Yi Wang; Helen Meng; Xunying Liu (INTERSPEECH, 2023)

ConsistentNeRF: Enhancing Neural Radiance Fields with 3D Consistency for Sparse View Synthesis. - Shoukang Hu; Kaichen Zhou; Kaiyu Li; Longhui Yu; Lanqing Hong; Tianyang Hu; Zhenguo Li; Gim Hee Lee; Ziwei Liu 002 (CoRR, 2023)

HumanLiff: Layer-wise 3D Human Generation with Diffusion Model. - Shoukang Hu; Fangzhou Hong; Tao Hu 006; Liang Pan; Haiyi Mei; Weiye Xiao; Lei Yang 045; Ziwei Liu 002 (CoRR, 2023)

GauHuman: Articulated Gaussian Splatting from Monocular Human Videos. - Shoukang Hu; Ziwei Liu 002 (CoRR, 2023)

GauHuman: Articulated Gaussian Splatting from Monocular Human Videos. - Shoukang Hu; Tao Hu; Ziwei Liu (CVPR, 2024)

MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo. - Tianqi Liu 003; Guangcong Wang; Shoukang Hu; Liao Shen; Xinyi Ye; Yuhang Zang; Zhiguo Cao 001; Wei Li 190; Ziwei Liu 002 (ECCV (18), 2024)

One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model. - Zhaoqing Li; Haoning Xu; Tianzi Wang; Shoukang Hu; Zengrui Jin; Shujie Hu; Jiajun Deng; Mingyu Cui; Mengzhe Geng; Xunying Liu (INTERSPEECH, 2024)

Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask. - Tianzi Wang; Xurong Xie; Zhaoqing Li; Shoukang Hu; Zengrui Jin; Jiajun Deng; Mingyu Cui; Shujie Hu; Mengzhe Geng; Guinan Li; Helen Meng; Xunying Liu (INTERSPEECH, 2024)

GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping. - Junyoung Seo; Kazumi Fukuda; Takashi Shibuya 001; Takuya Narihira; Naoki Murata; Shoukang Hu; Chieh-Hsin Lai; Seungryong Kim; Yuki Mitsufuji (NeurIPS, 2024)

GSTalker: Real-time Audio-Driven Talking Face Generation via Deformable Gaussian Splatting. - Bo Chen; Shoukang Hu; Qi Chen 009; Chenpeng Du; Ran Yi; Yanmin Qian; Xie Chen 001 (CoRR, 2024)

Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo. - Tianqi Liu 003; Guangcong Wang; Shoukang Hu; Li Shen 008; Xinyi Ye; Yuhang Zang; Zhiguo Cao 001; Wei Li 190; Ziwei Liu 002 (CoRR, 2024)

Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask. - Tianzi Wang; Xurong Xie; Zhaoqing Li; Shoukang Hu; Zengrui Jing; Jiajun Deng; Mingyu Cui; Shujie Hu; Mengzhe Geng; Guinan Li; Helen Meng; Xunying Liu (CoRR, 2024)

WildAvatar: Web-scale In-the-wild Video Dataset for 3D Avatar Creation. - Zihao Huang 001; Shoukang Hu; Guangcong Wang; Tianqi Liu 003; Yuhang Zang; Zhiguo Cao 001; Wei Li 190; Ziwei Liu 002 (CoRR, 2024)

WildAvatar: Learning In-the-wild 3D Avatars from the Web. - Zihao Huang 001; Shoukang Hu; Guangcong Wang; Tianqi Liu 003; Yuhang Zang; Zhiguo Cao 001; Wei Li 190; Ziwei Liu 002 (CVPR, 2025)

HumanGif: Single-View Human Diffusion with Generative Prior. - Shoukang Hu; Takuya Narihira; Kazumi Fukuda; Ryosuke Sawata; Takashi Shibuya 001; Yuki Mitsufuji (CoRR, 2025)

Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal Consistency. - Tianqi Liu 003; Zihao Huang 001; Zhaoxi Chen 009; Guangcong Wang; Shoukang Hu; Liao Shen; Huiqiang Sun; Zhiguo Cao 001; Wei Li 190; Ziwei Liu 002 (CoRR, 2025)

Vid-CamEdit: Video Camera Trajectory Editing with Generative Rendering from Estimated Geometry. - Junyoung Seo; Jisang Han; Jaewoo Jung; Siyoon Jin; Joungbin Lee; Takuya Narihira; Kazumi Fukuda; Takashi Shibuya 001; Donghoon Ahn; Shoukang Hu; Seungryong Kim; Yuki Mitsufuji (CoRR, 2025)