| 2026 | AAAI | Positive Definite Sparse Covariance Estimation via Dual Space Optimization. | Fengpei Li, Wenfu Xia, Ziping Zhao |
| 2026 | ISIT | Weighted Sum Secrecy Rate Maximization via Minorization-Maximization. | Zhexian Yang, Zepeng Zhang, Ziping Zhao |
| 2025 | AISTATS | Covariance Selection over Networks. | Wenfu Xia, Fengpei Li, Ying Sun, Ziping Zhao |
| 2025 | AISTATS | Large Covariance Matrix Estimation With Nonnegative Correlations. | Yixin Yan, Qiao Yang, Ziping Zhao |
| 2025 | ICASSP | Beyond Jensen's Inequality: Speeding Up ML Estimation of Generalized Hyperbolic Distributions. | Chenyu Gao, Ziping Zhao |
| 2025 | ICASSP | Sparse PCA with Oracle Rate in High Dimensions. | Wenfu Zhong, Ziping Zhao |
| 2025 | ICASSP | Large Covariance Matrix Estimation for Groups of Highly Correlated Variables via Nonconvex Optimization. | Shanshan Zou, Ziping Zhao |
| 2025 | ICCV | Monocular Semantic Scene Completion via Masked Recurrent Networks. | Xuzhi Wang, Xinran Wu, Song Wang, Lingdong Kong, Ziping Zhao |
| 2025 | ICML | High-Dimensional Tensor Regression With Oracle Properties. | Wenbin Wang, Yu Shi, Ziping Zhao |
| 2025 | IJCNN | Integrating Paragraph Structural Information into Discourse Semantic Comprehension for Implicit Discourse Relation Recognition. | Fengyu Guo, Yihan Li, Ziping Zhao |
| 2025 | ISIT | Achieving Oracle Rate for Large Covariance Matrix Estimation from Quadratic Measurements. | Wenbin Wang, Ziping Zhao |
| 2025 | ITW | Noisy Bilinear Low-Rank Matrix Sketching. | Wenbin Wang, Xindi Ping, Cheng Cheng, Ziping Zhao |
| 2024 | ICASSP | Joint Blind Deconvolution And Demixing Of Sparse Signals Via Factorization And Nonconvex Optimization. | Mengting Chen, Ziping Zhao |
| 2024 | ICASSP | Accelerating Gradient Descent for Over-Parameterized Asymmetric Low-Rank Matrix Sensing via Preconditioning. | Cheng Cheng, Ziping Zhao |
| 2024 | ICASSP | Large Covariance Matrix Estimation Based on Factor Models via Nonconvex Optimization. | Shanshan Zou, Ziping Zhao |
| 2024 | ICPR | Dense Coordinate Channel Attention Network for Depression Level Estimation from Speech. | Ziping Zhao, Shizhao Liu, Mingyue Niu, Haishuai Wang, Bjrn W. Schuller |
| 2024 | Interspeech | MFDR: Multiple-stage Fusion and Dynamically Refined Network for Multimodal Emotion Recognition. | Ziping Zhao, Tian Gao, Haishuai Wang, Bjrn W. Schuller |
| 2024 | ISIT | Efficient Nonconvex Optimization for Two-way Sparse Reduced-Rank Regression. | Cheng Cheng, Ziping Zhao |
| 2024 | ISIT | Guaranteed Robust Large Precision Matrix Estimation Under t-Distribution. | Fengpei Li, Ziping Zhao |
| 2024 | ISIT | Accelerating Quadratic Transform and WMMSE. | Kaiming Shen, Ziping Zhao, Yannan Chen, Zepeng Zhang, Hei Victor Cheng |
| 2024 | ITW | Geometric Analysis of Non-Convex Optimization Landscapes for Robust M-Estimation of Location. | Hongyuan Yang, Ziping Zhao, Ying Sun |
| 2024 | ITW | Improved Stability Bounds for Graph Convolutional Neural Networks Under Graph Perturbations. | Jun Zhang, Ziping Zhao |
| 2023 | ICASSP | Large Covariance Matrix Estimation with Oracle Statistical Rate. | Quan Wei, Ziping Zhao |
| 2023 | ICASSP | Enhancing the Efficiency of WMMSE and FP for Beamforming by Minorization-Maximization. | Zepeng Zhang, Ziping Zhao, Kaiming Shen |
| 2023 | ICASSP | Hierarchical Network with Decoupled Knowledge Distillation for Speech Emotion Recognition. | Ziping Zhao, Huan Wang, Haishuai Wang, Bjrn W. Schuller |
| 2023 | Interspeech | SWRR: Feature Map Classifier Based on Sliding Window Attention and High-Response Feature Reuse for Multimodal Emotion Recognition. | Ziping Zhao, Tian Gao, Haishuai Wang, Bjrn W. Schuller |
| 2022 | ICASSP | Automatic Depression Level Assessment from Speech By Long-Term Global Information Embedding. | Ya Li, Mingyue Niu, Ziping Zhao, Jianhua Tao |
| 2022 | ICASSP | Automatic Respiratory Sound Classification Via Multi-Branch Temporal Convolutional Network. | Ziping Zhao, Zhen Gong, Mingyue Niu, Jiali Ma, Haishuai Wang, Zixing Zhang, Ya Li |
| 2021 | ACSSC | Multi-Period Portfolio Optimization for Index Tracking in Finance. | Xiuyuan Huang, Zepeng Zhang, Ziping Zhao |
| 2021 | ACSSC | Sparse Reduced-Rank Regression With Adaptive Selection of Groups of Predictors. | Quan Wei, Yujia Zhang, Ziping Zhao |
| 2021 | ICASSP | Hierarchical Attention-Based Temporal Convolutional Networks for Eeg-Based Emotion Recognition. | Chao Li, Boyang Chen, Ziping Zhao, Nicholas Cummins, Bjrn W. Schuller |
| 2021 | ICMI | FER by Modeling the Conditional Independence between the Spatial Cues and the Spatial Attention Distributions. | Wan Ding, Dongyan Huang, Jingjun Liang, Jinlong Jiao, Ziping Zhao |
| 2020 | ACSSC | A Deep Learning-Aided Approach to Portfolio Design for Financial Index Tracking. | Zepeng Zhang, Ziping Zhao |
| 2020 | ICASSP | Fusionndvi: A Novel Fusion Method for NDVI in Remote Sensing. | Mengliang Zhang, Ziping Zhao, Yuerong Chen, Zhongyuan Wang, Xin Tian |
| 2020 | ICASSP | Hierarchical Attention Transfer Networks for Depression Assessment from Speech. | Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Haishuai Wang, Bjrn W. Schuller |
| 2020 | ICONIP | Learning Higher Representations from Bioacoustics: A Sequence-to-Sequence Deep Learning Approach for Bird Sound Classification. | Yu Qiao, Kun Qian, Ziping Zhao |
| 2020 | ICPR | Exploring Spatial-Temporal Representations for fNIRS-based Intimacy Detection via an Attention-enhanced Cascade Convolutional Recurrent Neural Network. | Chao Li, Qian Zhang, Ziping Zhao, Li Gu, Bjrn W. Schuller |
| 2020 | IJCNN | Hierarchical Component-attention Based Speaker Turn Embedding for Emotion Recognition. | Shuo Liu, Jinlong Jiao, Ziping Zhao, Judith Dineley, Nicholas Cummins, Bjrn W. Schuller |
| 2020 | Interspeech | Hybrid Network Feature Extraction for Depression Assessment from Speech. | Ziping Zhao, Qifei Li, Nicholas Cummins, Bin Liu, Haishuai Wang, Jianhua Tao, Bjrn W. Schuller |
| 2019 | ACII | Combining Gated Convolutional Networks and Self-Attention Mechanism for Speech Emotion Recognition. | Chao Li, Jinlong Jiao, Yiqin Zhao, Ziping Zhao |
| 2019 | ACII | Audiovisual Analysis for Recognising Frustration during Game-Play: Introducing the Multimodal Game Frustration Database. | Meishu Song, Zijiang Yang, Alice Baird, Emilia Parada-Cabaleiro, Zixing Zhang, Ziping Zhao, Bjrn W. Schuller |
| 2019 | ICASSP | Perturbed Projected Gradient Descent Converges to Approximate Second-order Points for Bound Constrained Nonconvex Problems. | Songtao Lu, Ziping Zhao, Kejun Huang, Mingyi Hong |
| 2019 | ICASSP | Unified Framework for Minimax MIMO Transmit Beampattern Matching under Waveform Constraints. | Rui Zhou, Ziping Zhao, Daniel P. Palomar |
| 2019 | ICCS | Autism Screening Using Deep Embedding Representation. | Haishuai Wang, Li Li, Lianhua Chi, Ziping Zhao |
| 2019 | IJCNN | Analysing and Inferring of Intimacy Based on fNIRS Signals and Peripheral Physiological Signals. | Chao Li, Qian Zhang, Ziping Zhao, Li Gu, Nicholas Cummins, Bjrn W. Schuller |
| 2019 | Interspeech | Speech Augmentation via Speaker-Specific Noise in Unseen Environment. | Ya'nan Guo, Ziping Zhao, Yide Ma, Bjrn W. Schuller |
| 2019 | Interspeech | A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews. | Adria Mallol-Ragolta, Ziping Zhao, Lukas Stappen, Nicholas Cummins, Bjrn W. Schuller |
| 2019 | Interspeech | Attention-Enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition. | Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Haishuai Wang, Bjrn W. Schuller |
| 2019 | SERVICES | Design and Implementation of Credit Evaluation System for Healthy Aged Service. | Chao Li, Yiqin Zhao, Sen Li, Penghao Wang, Ziping Zhao |
| 2018 | ACSSC | Distributed optimization for Generalized Phase Retrieval Over Networks. | Ziping Zhao, Songtao Lu, Mingyi Hong, Daniel P. Palomar |
| 2018 | ICASSP | MIMO Transmit Beampattern Matching Under Waveform Constraints. | Ziping Zhao, Daniel P. Palomar |
| 2018 | Interspeech | Exploring Spatio-Temporal Representations by Integrating Attention-based Bidirectional-LSTM-RNNs and FCNs for Speech Emotion Recognition. | Ziping Zhao, Yu Zheng, Zixing Zhang, Haishuai Wang, Yiqin Zhao, Chao Li |
| 2016 | ACSSC | Mean-reverting portfolio design via majorization-minimization method. | Ziping Zhao, Daniel P. Palomar |
| 2015 | SNPD | Active learning for the prediction of prosodic phrase boundaries in Chinese speech synthesis systems using conditional random fields. | Ziping Zhao, Xirong Ma |
| 2013 | SNPD | Active Learning for Speech Emotion Recognition Using Conditional Random Fields. | Ziping Zhao, Xirong Ma |
| 2012 | CIS | Prediction of Prosodic Word Boundaries in Chinese TTS Based on Maximum Entropy Markov Model and Transformation Based Learning. | Ziping Zhao, Xirong Ma |
| 2011 | ISNN | Semi Supervised Learning for Prediction of Prosodic Phrase Boundaries in Chinese TTS Using Conditional Random Fields. | Ziping Zhao, Xirong Ma, Weidong Pei |
| 2007 | GRC | A Maximum Entropy Markov Model for Prediction of Prosodic Phrase Boundaries in Chinese TTS. | Ziping Zhao, Tingjian Zhao, Yaoting Zhu |
| 2007 | SNPD | Study on Prediction of Prosodic Phrase Boundaries in Chinese TTS. | Ziping Zhao, Yaoting Zhu |