Xinyi Xu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 82

Top Topics

Adaptive Quantization

Resource Allocation

Top Venues

Briefings Bioinform.

Publications

Zhiqiang Zhang, Xiaoming Li, Xinyi Xu, Chengjie Lu, Yihe Yang, Zhiyong Shi
Web-aided data set expansion in deep learning: evaluating trainable activation functions in ResNet for improved image classification. Int. J. Web Inf. Syst. 20 (4) (2024)
Zhao Xu, Yaochen Xie, Youzhi Luo, Xuan Zhang, Xinyi Xu, Meng Liu, Kaleb Dickerson, Cheng Deng, Maho Nakata, Shuiwang Ji
3D Molecular Geometry Analysis with 2D Graphs. SDM (2024)
Sohaib Asif, Xinyi Xu, Ming Zhao, Xuehan Chen, Fengxiao Tang, Yusen Zhu
ResMFuse-Net: Residual-based multilevel fused network with spatial-temporal features for hand hygiene monitoring. Appl. Intell. 54 (4) (2024)
Xinyi Xu, Zhaoxuan Wu, Rui Qiao, Arun Verma, Yao Shu, Jingtan Wang, Xinyuan Niu, Zhenfeng He, Jiangwei Chen, Zijian Zhou, Gregory Kang Ruey Lau, Hieu Dao, Lucas Agussurja, Rachael Hwee Ling Sim, Xiaoqiang Lin, Wenyang Hu, Zhongxiang Dai, Pang Wei Koh, Bryan Kian Hsiang Low
Data-Centric AI in the Age of Large Language Models. CoRR (2024)
Zhiyong Zhao, Yifan Shuai, Yihan Wu, Xinyi Xu, Mingyang Li, Dan Wu
Age-dependent functional development pattern in neonatal brain: An fMRI-based brain entropy study. NeuroImage 297 (2024)
Xunhua Dai, Zhiyu Lu, Xuehan Chen, Xinyi Xu, Fengxiao Tang
Multiagent RL-Based Joint Trajectory Scheduling and Resource Allocation in NOMA-Assisted UAV Swarm Network. IEEE Internet Things J. 11 (8) (2024)
Rachael Hwee Ling Sim, Yehong Zhang, Trong Nghia Hoang, Xinyi Xu, Bryan Kian Hsiang Low, Patrick Jaillet
Incentives in Private Collaborative Machine Learning. CoRR (2024)
Kai Xiong, Xinyi Xu, Siwei Fu, Di Weng, Yongheng Wang, Yingcai Wu
JsonCurer: Data Quality Management for JSON Based on an Aggregated Schema. IEEE Trans. Vis. Comput. Graph. 30 (6) (2024)
Zijian Zhou, Xiaoqiang Lin, Xinyi Xu, Alok Prakash, Daniela Rus, Bryan Kian Hsiang Low
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning. CoRR (2024)
Emre Güler, Sergej Schumilo, Moritz Schloegel, Nils Bars, Philipp Görz, Xinyi Xu, Cemal Kaygusuz, Thorsten Holz
Atropos: Effective Fuzzing of Web Applications for Server-Side Vulnerabilities. USENIX Security Symposium (2024)
Xinyi Xu, Gang Feng, Shuang Qin, Yijing Liu, Yao Sun
Joint UAV Deployment and Resource Allocation: A Personalized Federated Deep Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 73 (3) (2024)
Xinyi Xu, Zhengyang Wang, Cheng Deng, Hao Yuan, Shuiwang Ji
Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Xiaoqiang Lin, Xinyi Xu, See-Kiong Ng, Chuan-Sheng Foo, Bryan Kian Hsiang Low
Fair yet Asymptotically Equal Collaborative Learning. CoRR (2023)
Rachael Hwee Ling Sim, Yehong Zhang, Nghia Hoang, Xinyi Xu, Bryan Kian Hsiang Low, Patrick Jaillet
Incentives in Private Collaborative Machine Learning. NeurIPS (2023)
Xinyi Xu, Mark D. Butala
Electromagnetic Transfer Function Confidence Analysis Evaluated at Usarray Site NDE29. IGARSS (2023)
Xinyi Xu, Gang Feng, Shuang Qin, Yijing Liu, Yao Sun
Joint Multi-UAV Deployment and Resource Allocation Based on Personalized Federated Deep Reinforcement Learning. ICC (2023)
Xinyi Xu, Xiangjie Li
Structure-preserved dimension reduction using joint triplets sampling for multi-batch integration of single-cell transcriptomic data. Briefings Bioinform. 24 (1) (2023)
Yijing Liu, Gang Feng, Dusit Niyato, Shuang Qin, Jianhong Zhou, Xiaoqian Li, Xinyi Xu
Ensemble Distillation Based Adaptive Quantization for Supporting Federated Learning in Wireless Networks. IEEE Trans. Wirel. Commun. 22 (6) (2023)
Xinyi Xu, Zhaoxuan Wu, Arun Verma, Chuan Sheng Foo, Bryan Kian Hsiang Low
FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery. AISTATS (2023)
Xinyi Xu, Wei He, Yu Xia, Hongyan Zhang
A New Cloud Feature Difference Loss For Enhancing The Detection Of Clouds In Remote Sensing Images. IGARSS (2023)
Tianhao Li, Xinyi Xu, Cong Cao
Study on the Consumption Difference of Children's Smartwatches Under SOR Theory. HCI (43) (2023)
Wen Shi, Haoan Xu, Cong Sun, Jiwei Sun, Yamin Li, Xinyi Xu, Tianshu Zheng, Yi Zhang, Guangbin Wang, Dan Wu
AFFIRM: Affinity Fusion-Based Framework for Iteratively Random Motion Correction of Multi-Slice Fetal Brain MRI. IEEE Trans. Medical Imaging 42 (1) (2023)
Xinyi Xu, Guanding Yu, Shengli Liu
Adaptive Modulation for Wireless Federated Edge Learning. IEEE Trans. Cogn. Commun. Netw. 9 (4) (2023)
Xiaoqiang Lin, Xinyi Xu, See-Kiong Ng, Chuan-Sheng Foo, Bryan Kian Hsiang Low
Fair yet Asymptotically Equal Collaborative Learning. ICML (2023)
Xinyi Xu, Shi Tu, Yunfan Xue, Lin Chai
Visualizing CNN: An Experimental Comparative Study. ACPR (3) (2023)
Yueting Li, Tianshuo Bai, Xinyi Xu, Yundong Zhang, Bi Wu, Hao Cai, Biao Pan, Weisheng Zhao
A Survey of MRAM-Centric Computing: From Near Memory to In Memory. IEEE Trans. Emerg. Top. Comput. 11 (2) (2023)
Kelly Payette, Hongwei Bran Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor-Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab
Fetal brain tissue annotation and segmentation challenge results. Medical Image Anal. 88 (2023)
Zijian Zhou, Xinyi Xu, Rachael Hwee Ling Sim, Chuan Sheng Foo, Bryan Kian Hsiang Low
Probably Approximate Shapley Fairness with Applications in Machine Learning. AAAI (2023)
Xinyi Xu, Hongchao Zhang, Chuanpeng Jiang, Jinhao Li, Shiyang Lu, Yunpeng Li, Honglei Du, Xueying Zhang, Zhaohao Wang, Kaihua Cao, Weisheng Zhao, Shuqin Lyu, Hao Xu, Bonian Jiang, Le Wang, Bowen Man, Cong Zhang, Dandan Li, Shuhui Li, Xiaofei Fan, Gefei Wang, Hong-xi Liu
Full reliability characterization of three-terminal SOT-MTJ devices and corresponding arrays. IRPS (2023)
Ruoke Zhao, Cong Sun, Xinyi Xu, Zhiyong Zhao, Mingyang Li, Ruike Chen, Yao Shen, Yibin Pan, Songying Zhang, Guangbin Wang, Dan Wu
Developmental pattern of individual morphometric similarity network in the human fetal brain. NeuroImage 283 (2023)
Rui Qiao, Xinyi Xu, Bryan Kian Hsiang Low
Collaborative Causal Inference with Fair Incentives. ICML (2023)
Xinyi Xu, Thanh Lam, Chuan Sheng Foo, Bryan Kian Hsiang Low
Model Shapley: Equitable Model Valuation with Black-box Access. NeurIPS (2023)
Weiwei Huo, Xinyi Xu, Xianmiao Li, Julan Xie, Le Sun
Work-related use of information and communication technologies after-hours (W_ICTs) and employee innovation behavior: a dual-path model. Inf. Technol. People 36 (6) (2023)
Zhao Xu, Yaochen Xie, Youzhi Luo, Xuan Zhang, Xinyi Xu, Meng Liu, Kaleb Dickerson, Cheng Deng, Maho Nakata, Shuiwang Ji
3D Molecular Geometry Analysis with 2D Graphs. CoRR (2023)
Mingyang Li, Xinyi Xu, Zuozhen Cao, Ruike Chen, Ruoke Zhao, Zhiyong Zhao, Xixi Dang, Kenichi Oishi, Dan Wu
Multi-modal multi-resolution atlas of the human neonatal cerebral cortex based on microstructural similarity. NeuroImage 272 (2023)
Xinyi Xu, Cheng Deng, Yaochen Xie, Shuiwang Ji
Group Contrastive Self-Supervised Learning on Graphs. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Nico Schiller, Xinyi Xu, Lukas Bernhard, Nils Bars, Moritz Schloegel, Thorsten Holz
Novelty Not Found: Adaptive Fuzzer Restarts to Improve Input Space Coverage (Registered Report). FUZZING (2023)
Yueting Li, Bingluo Zhao, Xinyi Xu, Yundong Zhang, Jun Wang, Weisheng Zhao
Work-in-Progress: Toward Energy-efficient Near STT-MRAM Processing Architecture for Neural Networks. CODES+ISSS (2022)
Zhonghua Jiang, Yongmei Lu, Zhuochong Liu, Wei Wu, Xinyi Xu, András Dinnyés, Zhonghua Yu, Li Chen, Qun Sun
based on a hierarchical attentive neural network utilizing genome-wide variants. Briefings Bioinform. 23 (3) (2022)
Xinyi Xu, Bo Yang, Mark D. Butala
A Parametric Method for Robust Magnetotelluric Transfer Function Estimation Evaluated with Data at Different Sampling Frequencies. IGARSS (2022)
Lucas Agussurja, Xinyi Xu, Bryan Kian Hsiang Low
On the Convergence of the Shapley Value in Parametric Bayesian Learning Games. CoRR (2022)
Donghui Li, Qingbin Wang, Wei Zou, Hu Su, Xingang Wang, Xinyi Xu
An Efficient Approach for Solving Robotic Task Sequencing Problems Considering Spatial Constraint. CASE (2022)
Wen Shi, Haoan Xu, Cong Sun, Jiwei Sun, Yamin Li, Xinyi Xu, Tianshu Zheng, Yi Zhang, Guangbin Wang, Dan Wu
AFFIRM: Affinity Fusion-based Framework for Iteratively Random Motion correction of multi-slice fetal brain MRI. CoRR (2022)
Lucas Agussurja, Xinyi Xu, Bryan Kian Hsiang Low
On the Convergence of the Shapley Value in Parametric Bayesian Learning Games. ICML (2022)
Zijian Zhou, Xinyi Xu, Rachael Hwee Ling Sim, Chuan Sheng Foo, Kian Hsiang Low
Probably Approximate Shapley Fairness with Applications in Machine Learning. CoRR (2022)
Rachael Hwee Ling Sim, Xinyi Xu, Bryan Kian Hsiang Low
Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges. IJCAI (2022)
Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Fadida-Specktor, Leo Joskowicz, Weibin Liao, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab
Fetal Brain Tissue Annotation and Segmentation Challenge Results. CoRR (2022)
Xinyi Xu, Xiaokang Yu, Gang Hu, Kui Wang, Jingxiao Zhang, Xiangjie Li
Propensity score matching enables batch-effect-corrected imputation in single-cell RNA-seq analysis. Briefings Bioinform. 23 (4) (2022)
Mingzhe Wang, Jie Liang, Chijin Zhou, Zhiyong Wu, Xinyi Xu, Yu Jiang
Odin: on-demand instrumentation with on-the-fly recompilation. PLDI (2022)
Xinyi Xu, Mark D. Butala
Parametric Magnetotelluric Impedance Tensor Estimation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Sebastian Shenghong Tay, Xinyi Xu, Chuan Sheng Foo, Bryan Kian Hsiang Low
Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards. AAAI (2022)
Min Tao, Fei Hao, Yishui Zhu, Doo-Soon Park, Xinyi Xu
Discovering Fairness-aware Structures from Social Networks Based on Concept-cognitive Learning. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Sebastian Shenghong Tay, Xinyi Xu, Chuan Sheng Foo, Bryan Kian Hsiang Low
Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards. CoRR (2021)
Xinyi Xu, Zhaoxuan Wu, Chuan Sheng Foo, Bryan Kian Hsiang Low
Validation Free and Replication Robust Volume-based Data Valuation. NeurIPS (2021)
Xinyi Xu, Guanding Yu, Shengli Liu
Adaptive Modulation for Wireless Federated Learning. PIMRC (2021)
Mingzhe Wang, Zhiyong Wu, Xinyi Xu, Jie Liang, Chijin Zhou, Huafeng Zhang, Yu Jiang
Industry Practice of Coverage-Guided Enterprise-Level DBMS Fuzzing. CoRR (2021)
Xinyi Xu, Lingjuan Lyu, Xingjun Ma, Chenglin Miao, Chuan Sheng Foo, Bryan Kian Hsiang Low
Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning. NeurIPS (2021)
Xinyi Xu, Mark D. Butala
An Evaluation of Robust Remote Reference and Parametric Magnetotelluric Transfer Function Estimation. IGARSS (2021)
Xinyi Xu, Cheng Deng, Yaochen Xie, Shuiwang Ji
Group Contrastive Self-Supervised Learning on Graphs. CoRR (2021)
Xinyi Xu, Wenbin Dai
Data Acquisition, Filtering and Buffering Protocol Design for Edge Computing Nodes. INDIN (2021)
Zhao Xu, Youzhi Luo, Xuan Zhang, Xinyi Xu, Yaochen Xie, Meng Liu, Kaleb Dickerson, Cheng Deng, Maho Nakata, Shuiwang Ji
Molecule3D: A Benchmark for Predicting 3D Geometries from Molecular Graphs. CoRR (2021)
Xinyi Xu, Yan Tang, Zhuoming Xu
SEGAR: Knowledge Graph Augmented Session-Based Recommendation. KSEM (2021)
Yi Zhao, Xinyi Xu, Xiaopeng Ren
SARS-CoV-2 increased collectivistic expressions in People's Dailys. BESC (2021)
Mingzhe Wang, Zhiyong Wu, Xinyi Xu, Jie Liang, Chijin Zhou, Huafeng Zhang, Yu Jiang
Industry Practice of Coverage-Guided Enterprise-Level DBMS Fuzzing. ICSE (SEIP) (2021)
Xinyi Xu, Zhengyang Wang, Cheng Deng, Hao Yuan, Shuiwang Ji
Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping. CoRR (2020)
Xinyi Xu, Tiancheng Huang, Pengfei Wei, Akshay Narayan, Tze-Yun Leong
Hierarchial Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection. CoRR (2020)
Lingjuan Lyu, Xinyi Xu, Qian Wang
Collaborative Fairness in Federated Learning. CoRR (2020)
Xinyi Xu, Lingjuan Lyu
Towards Building a Robust and Fair Federated Learning System. CoRR (2020)
Abhinav Sharma, Advait Deshpande, Yanming Wang, Xinyi Xu, Prashan Madumal, Anbin Hou
Searching k-Optimal Goals for an Orienteering Problem on a Specialized Graph with Budget Constraints. CoRR (2020)
Xinyi Xu, Yanhua Yang, Cheng Deng, Feng Zheng
Deep Asymmetric Metric Learning via Rich Relationship Mining. CVPR (2019)
Xinyi Xu, Huanhuan Cao, Yanhua Yang, Erkun Yang, Cheng Deng
Zero-shot Metric Learning. IJCAI (2019)
Jie Liu, Yan Tang, Xinyi Xu
HISDOM: A Hybrid Ontology Mapping System based on Convolutional Neural Network and Dynamic Weight. BDCAT (2019)
Xinyi Xu, Yanhua Yang, Cheng Deng, Feiping Nie
Adaptive graph weighting for multi-view dimensionality reduction. Signal Process. 165 (2019)
Xiao Wang, Lu Xiao, Ye Yang, Xinyi Xu, Yu Jiang
Identifying TraIn: a neglected form of socio-technical incongruence. ICSE (Companion Volume) (2018)
Pu Chen, Xinyi Xu, Cheng Deng
Deep View-Aware Metric Learning for Person Re-Identification. IJCAI (2018)
Kan Wu, Jie Tang, Zhou Shao, Xinyi Xu, Bo Gao, Shu Zhao
CareerMap: visualizing career trajectory. Sci. China Inf. Sci. 61 (10) (2018)
Xinyi Xu, Xing He, Qian Ai, Robert Caiming Qiu
A Correlation Analysis Method for Power Systems Based on Random Matrix Theory. IEEE Trans. Smart Grid 8 (4) (2017)
Xing He, Robert Caiming Qiu, Qian Ai, Lei Chu, Xinyi Xu, Zenan Ling
Designing for Situation Awareness of Future Power Grids: An Indicator System Based on Linear Eigenvalue Statistics of Large Random Matrices. IEEE Access 4 (2016)
Shaoshi Yang, Xinyi Xu, Dimitrios Alanis, Soon Xin Ng, Lajos Hanzo
Is the Low-Complexity Mobile-Relay-Aided FFR-DAS Capable of Outperforming the High-Complexity CoMP? IEEE Trans. Veh. Technol. 65 (4) (2016)
Xing He, Robert Caiming Qiu, Qian Ai, Xinyi Xu
An Unsupervised Learning Method for Early Event Detection in Smart Grid with Big Data. CoRR (2015)
Shaoshi Yang, Xinyi Xu, Dimitrios Alanis, Soon Xin Ng, Lajos Hanzo
Is the Low-Complexity Mobile Relay Aided FFR-DAS Capable of Outperforming the High-Complexity CoMP? CoRR (2015)
Zhiguang Xu, Steven MacEachern, Xinyi Xu
Modeling Non-Gaussian Time Series with Nonparametric Bayesian Model. IEEE Trans. Pattern Anal. Mach. Intell. 37 (2) (2015)
Dandan Liang, Varghese Antony Thomas, Xinyi Xu, Soon Xin Ng, Mohammed El-Hajjar, Lajos Hanzo
Adaptive Soft-Decision Aided Differential Modulation for Cooperative Uplink Transmission Relying on Radio-Over-Fiber Backhaul. VTC Fall (2014)
Jie Zhang, Rong Zhang, Xinyi Xu, Guangjun Li, Lajos Hanzo
Effects of practical impairments on cooperative distributed antennas combined with fractional frequency reuse. WCNC (2012)
Xinyi Xu, Rong Zhang, Salman Ghafoor, Lajos Hanzo
Imperfect Digital-Fiber-Optic-Link-Based Cooperative Distributed Antennas With Fractional Frequency Reuse in Multicell Multiuser Networks. IEEE Trans. Veh. Technol. 60 (9) (2011)
Xinyi Xu, Rong Zhang, Lajos Hanzo
Digital RoF Aided Cooperative Distributed Antennas with FFR in Multicell Multiuser Networks. VTC Fall (2011)
Xinyi Xu, Dunke Zhou
Empirical Bayes predictive densities for high-dimensional normal models. J. Multivar. Anal. 102 (10) (2011)
Rong Zhang, Xinyi Xu, Lajos Hanzo
Co-Channel Interference Mitigation Capability of Fixed Relays Connected by Optical Fibre. VTC Fall (2010)
Xinyi Xu, Rong Zhang, Lajos Hanzo
Imperfect Radio over Fibre Aided Distributed Antennas with Fractional Frequency Reuse. VTC Fall (2010)