Study on the Recognition of Objectionable Audio. - Ziqiang Shi; Boyang Gao; Tieran Zheng; Jiqing Han 001 (Int. J. Pattern Recognit. Artif. Intell., 2010)

A Novel Framework Based on Trace Norm Minimization for Audio Event Detection. - Ziqiang Shi; Jiqing Han 001; Tieran Zheng (ICONIP (2), 2011)

Real-World Speech/Non-Speech Audio Classification Based on Sparse Representation Features and GPCs. - Ziqiang Shi; Jiqing Han 001; Tieran Zheng (INTERSPEECH, 2011)

Heterogeneous mixture models using sparse representation features for applause and laugh detection. - Ziqiang Shi; Jiqing Han 001; Tieran Zheng (MLSP, 2011)

Trace Norm Regularized Tensor Classification and Its Online Learning Approaches - Ziqiang Shi; Tieran Zheng; Jiqing Han 001 (CoRR, 2011)

Online Learning for Classification of Low-rank Representation Features and Its Applications in Audio Segment Classification - Ziqiang Shi; Jiqing Han 001; Tieran Zheng; Shiwen Deng (CoRR, 2011)

Low-rank Audio Signal Classification Under Soft Margin and Trace Norm Constraints. - Ziqiang Shi; Tieran Zheng; Jiqing Han 001; Shiwen Deng (INTERSPEECH, 2012)

Guarantees of Augmented Trace Norm Models in Tensor Recovery - Ziqiang Shi; Jiqing Han 001; Tieran Zheng; Shiwen Deng; Ji Li (CoRR, 2012)

Identifiability of multivariate logistic mixture models - Ziqiang Shi; Tieran Zheng; Jiqing Han 001 (CoRR, 2012)

Guarantees of Augmented Trace Norm Models in Tensor Recovery. - Ziqiang Shi; Jiqing Han 001; Tieran Zheng; Ji Li (IJCAI, 2013)

Fudan at MediaEval 2013: Violent Scenes Detection Using Motion Features and Part-Level Attributes. - Qi Dai 001; Jian Tu; Ziqiang Shi; Yu-Gang Jiang 001; Xiangyang Xue 001 (MediaEval, 2013)

Online Douglas-Rachford splitting method. - Ziqiang Shi (CoRR, 2013)

Audio Segment Classification Using Online Learning Based Tensor Representation Feature Discrimination. - Ziqiang Shi; Jiqing Han 001; Tieran Zheng; Shiwen Deng (IEEE Trans. Speech Audio Process., 2013)

Identification of Objectionable Audio Segments Based on Pseudo and Heterogeneous Mixture Models. - Ziqiang Shi; Jiqing Han 001; Tieran Zheng; Ji Li (IEEE Trans. Speech Audio Process., 2013)

Audio classification with low-rank matrix representation features. - Ziqiang Shi; Jiqing Han 001; Tieran Zheng (ACM Trans. Intell. Syst. Technol., 2013)

Online and Stochastic Universal Gradient Methods for Minimizing Regularized Hölder Continuous Finite Sums in Machine Learning. - Ziqiang Shi; Rujie Liu (PAKDD (1), 2015)

Large Scale Optimization with Proximal Stochastic Newton-Type Gradient Descent. - Ziqiang Shi; Rujie Liu (ECML/PKDD (1), 2015)

Soft Margin Based Low-Rank Audio Signal Classification. - Ziqiang Shi; Jiqing Han 001; Tieran Zheng (Neural Process. Lett., 2015)

Empirical study of PROXTONE and PROXTONE$^+$ for Fast Learning of Large Scale Sparse Models. - Ziqiang Shi; Rujie Liu (CoRR, 2016)

Multi-view (Joint) probability linear discrimination analysis for J-vector based text dependent speaker verification. - Ziqiang Shi; Liu Liu 020; Mengjiao Wang 001; Rujie Liu (ASRU, 2017)

Better Worst-Case Complexity Analysis of the Block Coordinate Descent Method for Large Scale Machine Learning. - Ziqiang Shi; Rujie Liu (ICMLA, 2017)

Multi-view Probability Linear Discrimination Analysis for Multi-view Vector Based Text Dependent Speaker Verification. - Ziqiang Shi; Liu Liu 020; Rujie Liu (CoRR, 2017)

Double Joint Bayesian Modeling of DNN Local I-Vector for Text Dependent Speaker Verification with Random Digit Strings. - Ziqiang Shi; Huibin Lin; Liu Liu 020; Rujie Liu (INTERSPEECH, 2018)

Joint Learning of J-Vector Extractor and Joint Bayesian Model for Text Dependent Speaker Verification. - Ziqiang Shi; Liu Liu 020; Huibin Lin; Rujie Liu (INTERSPEECH, 2018)

Latent Factor Analysis of Deep Bottleneck Features for Speaker Verification with Random Digit Strings. - Ziqiang Shi; Huibin Lin; Liu Liu 020; Rujie Liu (INTERSPEECH, 2018)

A Double Joint Bayesian Approach for J-Vector Based Text-dependent Speaker Verification. - Ziqiang Shi; Mengjiao Wang 001; Liu Liu 020; Huibin Lin; Rujie Liu (Odyssey, 2018)

Link Prediction Adversarial Attack. - Jinyin Chen; Ziqiang Shi; Yangyang Wu; Xuanheng Xu; Haibin Zheng (CoRR, 2018)

HODGEPODGE: Sound Event Detection Based on Ensemble of Semi-Supervised Learning Methods. - Ziqiang Shi; Liu Liu 020; Huibin Lin; Rujie Liu; Anyan Shi (DCASE, 2019)

Furcax: End-to-end Monaural Speech Separation Based on Deep Gated (De)convolutional Neural Networks with Adversarial Example Training. - Ziqiang Shi; Huibin Lin; Liu Liu 020; Rujie Liu; Shoji Hayakawa; Jiqing Han 001 (ICASSP, 2019)

Robustness Evaluation of Deep Learning Models Based on Local Prediction Consistency. - Ziqiang Shi; Chaoliang Zhong; Yasuto Yokota; Wensheng Xia; Jun Sun 004 (ICMLA, 2019)

End-to-End Monaural Speech Separation with Multi-Scale Dynamic Weighted Gated Dilated Convolutional Pyramid Network. - Ziqiang Shi; Huibin Lin; Liu Liu 020; Rujie Liu; Shoji Hayakawa; Shouji Harada; Jiqing Han 001 (INTERSPEECH, 2019)

Deep Attention Gated Dilated Temporal Convolutional Networks with Intra-Parallel Convolutional Modules for End-to-End Monaural Speech Separation. - Ziqiang Shi; Huibin Lin; Liu Liu 020; Rujie Liu; Jiqing Han 001; Anyan Shi (INTERSPEECH, 2019)

Is CQT more suitable for monaural speech separation than STFT? an empirical study. - Ziqiang Shi; Huibin Lin; Liu Liu 020; Rujie Liu; Jiqing Han 001 (CoRR, 2019)

FurcaNet: An end-to-end deep gated convolutional, long short-term memory, deep neural networks for single channel speech separation. - Ziqiang Shi; Huibin Lin; Liu Liu 020; Rujie Liu; Jiqing Han 001 (CoRR, 2019)

FurcaNeXt: End-to-end monaural speech separation with dynamic gated dilated temporal convolutional networks. - Ziqiang Shi; Huibin Lin; Liu Liu 020; Rujie Liu; Jiqing Han 001 (CoRR, 2019)

Learning from Adversarial Features for Few-Shot Classification. - Wei Shen; Ziqiang Shi; Jun Sun (CoRR, 2019)

Hodge and Podge: Hybrid Supervised Sound Event Detection with Multi-Hot MixMatch and Composition Consistence Training. - Ziqiang Shi; Liu Liu 020; Rujie Liu (EUSIPCO, 2020)

Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss. - Ziqiang Shi; Rujie Liu; Jiqing Han 001 (INTERSPEECH, 2020)

ATReSN-Net: Capturing Attentive Temporal Relations in Semantic Neighborhood for Acoustic Scene Classification. - Liwen Zhang 001; Jiqing Han 001; Ziqiang Shi (INTERSPEECH, 2020)

FurcaNeXt: End-to-End Monaural Speech Separation with Dynamic Gated Dilated Temporal Convolutional Networks. - Liwen Zhang 001; Ziqiang Shi; Jiqing Han 001; Anyan Shi; Ding Ma 001 (MMM (1), 2020)

La Furca: Iterative Context-Aware End-to-End Monaural Speech Separation Based on Dual-Path Deep Parallel Inter-Intra Bi-LSTM with Attention. - Ziqiang Shi; Rujie Liu; Jiqing Han 001 (CoRR, 2020)

Hodge and Podge: Hybrid Supervised Sound Event Detection with Multi-Hot MixMatch and Composition Consistence Training. - Ziqiang Shi; Liu Liu 020; Huibin Lin; Rujie Liu (CoRR, 2020)

Toward the pre-cocktail party problem with TasTas+. - Anyan Shi; Jiqing Han 001; Ziqiang Shi (CoRR, 2020)

LoRRaL: Facial Action Unit Detection Based on Local Region Relation Learning. - Ziqiang Shi; Liu Liu 020; Rujie Liu; Xiaoyu Mi; Kentaro Murase (CoRR, 2020)

Learning Temporal Relations from Semantic Neighbors for Acoustic Scene Classification. - Liwen Zhang 001; Jiqing Han 001; Ziqiang Shi (IEEE Signal Process. Lett., 2020)

Pyramidal Temporal Pooling With Discriminative Mapping for Audio Classification. - Liwen Zhang 001; Ziqiang Shi; Jiqing Han 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Link Prediction Adversarial Attack Via Iterative Gradient Attack. - Jinyin Chen; Xiang Lin; Ziqiang Shi; Yi Liu 024 (IEEE Trans. Comput. Soc. Syst., 2020)

It$ hat{ text{o}}$TTS and It$ hat{ text{o}}$Wave: Linear Stochastic Differential Equation Is All You Need For Audio Generation. - Shoule Wu; Ziqiang Shi (CoRR, 2021)

Multi-modal Affect Analysis using standardized data within subjects in the Wild. - Sachihiro Youoku; Takahisa Yamamoto; Junya Saito; Akiyoshi Uchida; Xiaoyu Mi; Ziqiang Shi; Liu Liu 020; Zhongling Liu; Osafumi Nakayama; Kentaro Murase (CoRR, 2021)

ItôWave: Itô Stochastic Differential Equation is all You Need for Wave Generation. - Shoule Wu; Ziqiang Shi (ICASSP, 2022)

ITÔN: End-to-end audio generation with Itô stochastic differential equations. - Ziqiang Shi; Shoule Wu (Digit. Signal Process., 2022)

CheckSORT: Refined Synthetic Data Combination and Optimized SORT for Automatic Retail Checkout. - Ziqiang Shi; Zhongling Liu; Liu Liu 020; Rujie Liu; Takuma Yamamoto; Xiaoyu Mi; Daisuke Uchida (CVPR Workshops, 2023)

Semi-Supervised Contrastive Learning with Soft Mask Attention for Facial Action Unit Detection. - Zhongling Liu; Rujie Liu; Ziqiang Shi; Liu Liu 020; Xiaoyu Mi; Kentaro Murase (ICASSP, 2023)

SchröWave: Realistic voice generation by solving two-stage conditional Schrödinger bridge problems. - Ziqiang Shi; Shoule Wu (Digit. Signal Process., 2023)

Noisy Image Restoration Based on Conditional Acceleration Score Approximation. - Ziqiang Shi; Rujie Liu (ICASSP, 2024)

Langwave: Realistic Voice Generation Based on High-Order Langevin Dynamics. - Ziqiang Shi; Rujie Liu (ICASSP, 2024)

Project, Skate, and Refresh: Improved Schrödinger Bridge Sampler for Image Restoration. - Ziqiang Shi; Rujie Liu (ICIP, 2024)

Multimedia Generative Modelling with High-Order Langevin Dynamics. - Ziqiang Shi; Rujie Liu (ICME, 2024)

Self-Checkout Product Detection with Occlusion Layer Prediction and Intersection Weighting. - Zhongling Liu; Ziqiang Shi; Rujie Liu; Liu Liu 020; Takuma Yamamoto; Daisuke Uchida (SMC, 2024)

Conditional Velocity Score Estimation for Image Restoration. - Ziqiang Shi; Rujie Liu (WACV, 2024)

Generative Modelling with High-Order Langevin Dynamics. - Ziqiang Shi; Rujie Liu (CoRR, 2024)

RealSinger: Ultra-realistic singing voice generation via stochastic differential equations. - Ziqiang Shi; Shoule Wu (Neurocomputing, 2024)

Attribute Conditional Diffusion-Augmented Person Re-Identification. - Shijie Nie; Ziqiang Shi; Rujie Liu; Song Guo; Meng Zhang 042; Mengjiao Wang 001; Kazuki Osamura; Lina Septiana; Narishige Abe (ICASSP, 2025)

Bayesian Optimal Latent Projection for Noisy Image Restoration. - Ziqiang Shi; Rujie Liu; Jun Takahashi; Takuma Yamamoto (WACV, 2025)