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; Anke Zhao; Yingjian Wang; Ziyi Xu; Xin Zhou; Chao Xu; Jinni Zhou; Fei Gao (IEEE Robotics Autom. Lett., 2025)

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

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

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

Near Field Dictionary Design and Channel Estimation Using Discrete Fresnel Transform - Ziyi Xu; Shuoyao Wang; Ying-Jun Angela Zhang (58th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, October 27-30, 2024, 2024)

Employing Real Training Data for Deep Noise Suppression - Ziyi Xu; Marvin Sach; Jan Pirklbauer; Tim Fingscheidt (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024, 2024)

Preserving Relative Localization of FoV-Limited Drone Swarm via Active Mutual Observation - Lianjie Guo; Zaitian Gongye; Ziyi Xu; Yingjian Wang; Xin Zhou; Jinni Zhou; Fei Gao (IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024, Abu Dhabi, United Arab Emirates, October 14-18, 2024, 2024)

Accurate 3D Keypoints Annotation Method Based on LiDAR and Multi-Cameras System - Yezhao Ju; Haiyang Zhang; Changming Zhao; Siyuan Fu; Ziyi Xu (Proceedings of the 12th International Conference on Photonics, Optics and Laser Technology, PHOTOPTICS 2024, Rome, Italy, February 21-23, 2024, 2024)

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

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

Assessing Bias in Metric Models for LLM Open-Ended Generation Bias Benchmarks - Nathaniel Demchak; Xin Guan; Zekun Wu; 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 (CoRR, 2024)

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

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

SAMBA: Scenario-Adaptive Meta-Learning for mmWave Beam Alignment - Ziyi Xu; Shuoyao Wang; Ying-Jun Angela Zhang (IEEE Globecom Workshops 2023, Kuala Lumpur, Malaysia, December 4-8, 2023, 2023)

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

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

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)

Performance of Deep Reinforcement Learning for High Frequency Market Making on Actual Tick Data - Ziyi Xu; Xue Cheng; Yangbo He (21st International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022, Auckland, New Zealand, May 9-13, 2022, 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 (17th International Workshop on Acoustic Signal Enhancement, IWAENC 2022, Bamberg, Germany, September 5-8, 2022, 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 (CoRR, 2022)

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)

Deep Noise Suppression with Non-Intrusive PESQNet Supervision Enabling the Use of Real Training Data - Ziyi Xu; Maximilian Strake; Tim Fingscheidt (22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30 - September 3, 2021, 2021)

Improving Convolutional Recurrent Neural Networks for Speech Emotion Recognition - Patrick Meyer; Ziyi Xu; Tim Fingscheidt (IEEE Spoken Language Technology Workshop, SLT 2021, Shenzhen, China, January 19-22, 2021, 2021)

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

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)

Using Separate Losses for Speech and Noise in Mask-Based Speech Enhancement - Ziyi Xu; Samy Elshamy; Tim Fingscheidt (2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020, 2020)

Concatenated Identical DNN (CI-DNN) to Reduce Noise-Type Dependence in DNN-Based Speech Enhancement - Ziyi Xu; Maximilian Strake; Tim Fingscheidt (27th European Signal Processing Conference, EUSIPCO 2019, A Coruña, Spain, September 2-6, 2019, 2019)

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

On the Effects of Speaker Gender in Emotion Recognition Training Data - Ziyi Xu; Patrick Meyer; Tim Fingscheidt (Proceedings of the 13th ITG Symposium on Speech Communication, Oldenburg, Germany, October 10-12, 2018, 2018)

A Priori SNR Estimation Using Discriminative Non-Negative Matrix Factorization - Ziyi Xu; Samy Elshamy; Tim Fingscheidt (2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018, 2018)

Gender Classification of Facial Images Based on Multiple Facial Regions - Li Lu; Ziyi Xu; Pengfei Shi (CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31 - April 2, 2009, Los Angeles, California, USA, 7 Volumes, 2009)

Age Estimation Robust to Expression Variations - Li Lu; Ziyi Xu; Yuan Hu; Pengfei Shi (2008 International Conferences on Computational Intelligence for Modelling, Control and Automation (CIMCA 2008), Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2008), Innovation in Software Engineering (ISE 2008), 10-12 December 2008, Vienna, Austria, 2008)

A hybrid approach to gender classification from face images - Ziyi Xu; Li Lu; Pengfei Shi (19th International Conference on Pattern Recognition (ICPR 2008), December 8-11, 2008, Tampa, Florida, USA, 2008)