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

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

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

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

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

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

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

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

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

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

FACT: Fast and Active Coordinate Initialization for Vision-based Drone Swarms. - Li, Yuan; Zhao, Anke; Wang, Yingjian; Xu, Ziyi; Zhou, Xin; Zhou, Jinni; Xu, Chao; Gao, Fei (CoRR, 2024)

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

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

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

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

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

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

Coded Speech Quality Measurement by a Non-Intrusive PESQ-DNN. - Xu, Ziyi; Zhao, Ziyue; Fingscheidt, Tim (CoRR, 2023)

Employing Real Training Data for Deep Noise Suppression. - Xu, Ziyi; Sach, Marvin; Pirklbauer, Jan; Fingscheidt, Tim (CoRR, 2023)

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

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

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

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

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

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

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

Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet. - Xu, Ziyi; Strake, Maximilian; Fingscheidt, Tim (CoRR, 2021)

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

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

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

Components Loss for Neural Networks in Mask-Based Speech Enhancement. - Xu, Ziyi; Elshamy, Samy; Zhao, Ziyue; Fingscheidt, Tim (CoRR, 2019)

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

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

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

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

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