Age Estimation Robust to Expression Variations. - Li Lu 002; Ziyi Xu; Yuan Hu; Pengfei Shi (CIMCA/IAWTIC/ISE, 2008)

A hybrid approach to gender classification from face images. - Ziyi Xu; Li Lu 002; Pengfei Shi (ICPR, 2008)

Gender Classification of Facial Images Based on Multiple Facial Regions. - Li Lu 002; Ziyi Xu; Pengfei Shi (CSIE (6), 2009)

On the Effects of Speaker Gender in Emotion Recognition Training Data. - Ziyi Xu; Patrick Meyer; Tim Fingscheidt (ITG Symposium on Speech Communication, 2018)

A Priori SNR Estimation Using Discriminative Non-Negative Matrix Factorization. - Ziyi Xu; Samy Elshamy; Tim Fingscheidt (ICASSP, 2018)

Concatenated Identical DNN (CI-DNN) to Reduce Noise-Type Dependence in DNN-Based Speech Enhancement. - Ziyi Xu; Maximilian Strake; Tim Fingscheidt (EUSIPCO, 2019)

Using Separate Losses for Speech and Noise in Mask-Based Speech Enhancement. - Ziyi Xu; Samy Elshamy; Tim Fingscheidt (ICASSP, 2020)

Estimating Departure Time Using Thermal Camera and Heat Traces Tracking Technique. - Ziyi Xu; Quchao Wang; Duo Li; Menghan Hu; Nan Yao; Guangtao Zhai (Sensors, 2020)

Deep Noise Suppression with Non-Intrusive PESQNet Supervision Enabling the Use of Real Training Data. - Ziyi Xu; Maximilian Strake; Tim Fingscheidt (Interspeech, 2021)

Improving Convolutional Recurrent Neural Networks for Speech Emotion Recognition. - Patrick Meyer; Ziyi Xu; Tim Fingscheidt (SLT, 2021)

Components loss for neural networks in mask-based speech enhancement. - Ziyi Xu; Samy Elshamy; Ziyue Zhao; Tim Fingscheidt (EURASIP J. Audio Speech Music. Process., 2021)

Performance of Deep Reinforcement Learning for High Frequency Market Making on Actual Tick Data. - Ziyi Xu; Xue Cheng; Yangbo He (AAMAS, 2022)

Does a PESQNet (Loss) Require a Clean Reference Input? The Original PESQ Does, But ACR Listening Tests Don't. - Ziyi Xu; Maximilian Strake; Tim Fingscheidt (IWAENC, 2022)

Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet. - Ziyi Xu; Maximilian Strake; Tim Fingscheidt (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

SAMBA: Scenario-Adaptive Meta-Learning for mmWave Beam Alignment. - Ziyi Xu; Shuoyao Wang; Ying-Jun Angela Zhang (GLOBECOM (Workshops), 2023)

Coded Speech Quality Measurement by a Non-Intrusive PESQ-DNN. - Ziyi Xu; Ziyue Zhao; Tim Fingscheidt (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Near Field Dictionary Design and Channel Estimation Using Discrete Fresnel Transform. - Ziyi Xu; Shuoyao Wang; Ying-Jun Angela Zhang (IEEECONF, 2024)

Employing Real Training Data for Deep Noise Suppression. - Ziyi Xu; Marvin Sach; Jan Pirklbauer; Tim Fingscheidt (ICASSP, 2024)

Preserving Relative Localization of FoV-Limited Drone Swarm via Active Mutual Observation. - Lianjie Guo; Zaitian Gongye; Ziyi Xu; Yingjian Wang 001; Xin Zhou 015; Jinni Zhou; Fei Gao 011 (IROS, 2024)

Accurate 3D Keypoints Annotation Method Based on LiDAR and Multi-Cameras System. - Yezhao Ju; Haiyang Zhang; Changming Zhao; Siyuan Fu; Ziyi Xu (PHOTOPTICS, 2024)

Assessing Bias in Metric Models for LLM Open-Ended Generation Bias Benchmarks. - Nathaniel Demchak; Xin Guan; Zekun Wu 003; Ziyi Xu; Adriano S. Koshiyama; Emre Kazim (CoRR, 2024)

XGrammar: Flexible and Efficient Structured Generation Engine for Large Language Models. - Yixin Dong; Charlie F. Ruan; Yaxing Cai; Ruihang Lai; Ziyi Xu; Yilong Zhao; Tianqi Chen 001 (CoRR, 2024)

AnchorCrafter: Animate CyberAnchors Saling Your Products via Human-Object Interacting Video Generation. - Ziyi Xu; Ziyao Huang; Juan Cao 001; Yong Zhang 034; Xiaodong Cun; Qing Shuai; Yuchen Wang; Linchao Bao; Jintao Li 001; Fan Tang (CoRR, 2024)

AlignFusionNet: Efficient Cross-Modal Alignment and Fusion for 3D Semantic Occupancy Prediction. - Ziyi Xu; Legan Qi; Hongzhou Du; Jiaqi Yang; Zhenglin Chen (IEEE Access, 2025)

FACT: Fast and Active Coordinate Initialization for Vision-Based Drone Swarms. - Yuan Li 060; Anke Zhao; Yingjian Wang 001; Ziyi Xu; Xin Zhou 015; Chao Xu 001; Jinni Zhou; Fei Gao 011 (IEEE Robotics Autom. Lett., 2025)

Efficient Function-as-a-Service for Large Language Models with TIDAL. - Weihao Cui; Ziyi Xu; Han Zhao 005; Quan Chen 002; Zijun Li 001; Bingsheng He; Minyi Guo (CoRR, 2025)

Optimizing SLO-oriented LLM Serving with PD-Multiplexing. - Weihao Cui; Yukang Chen; Han Zhao 005; Ziyi Xu; Quan Chen 002; Xusheng Chen; Yangjie Zhou 001; Shixuan Sun; Minyi Guo (CoRR, 2025)

Scenario-Adaptive Meta-Learning for mmWave Beam Alignment. - Ziyi Xu; Shuoyao Wang; Ying-Jun Angela Zhang (IEEE Trans. Wirel. Commun., 2025)

LEMON-Mapping: Loop-Enhanced Large-Scale Multi-Session Point Cloud Merging and Optimization for Globally Consistent Mapping. - Lijie Wang; Xiaoyi Zhong; Ziyi Xu; Kaixin Chai; Anke Zhao; Tianyu Zhao; Qianhao Wang; Fei Gao (CoRR, 2025)