Xingyu Xie

60 papers A* 12A 1Misc 1Journal 42Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Slow-Fast Inference: Training-Free Inference Acceleration via Within-Sentence Support Stability.
CoRR
Xingyu Xie, Zhaochen Yu, Yue Liao, Tao Wang, Kim-Chuan Toh, Shuicheng Yan
2025 J jnl
(Dis)Proving Spectre Security with Speculation-Passing Style.
CoRR
Santiago Arranz-Olmos, Gilles Barthe, Lionel Blatter, Xingyu Xie, Zhiyuan Zhang
2025 J jnl
CFD-LLMBench: A Benchmark Suite for Evaluating Large Language Models in Computational Fluid Dynamics.
CoRR
Nithin Somasekharan, Ling Yue, Yadi Cao, Weichao Li, Patrick Emami, Pochinapeddi Sai Bhargav, Anurag Acharya, Xingyu Xie, Shaowu Pan
2025 J jnl
GRIFFIN: Effective Token Alignment for Faster Speculative Decoding.
CoRR
Shijing Hu, Jingyang Li, Xingyu Xie, Zhihui Lu, Kim-Chuan Toh, Pan Zhou
2025 J jnl
LoCo: Low-Bit Communication Adaptor for Large-Scale Model Training.
IEEE Trans. Pattern Anal. Mach. Intell.
Xingyu Xie, Zhijie Lin, Kim-Chuan Toh, Pan Zhou
2025 J jnl
Multistage Diffusion Model With Phase Error Correction for Fast PET Imaging.
IEEE J. Biomed. Health Informatics
Yunlong Gao, Zhenxing Huang, Xingyu Xie, Wenjie Zhao, Qianyi Yang, Xinlan Yang, Yongfeng Yang, Hairong Zheng, Dong Liang, Jianjun Liu, Ruohua Chen, Zhanli Hu
2025 J jnl
Prompt-Agent-Driven Integration of Foundation Model Priors for Low-Count PET Reconstruction.
IEEE Trans. Medical Imaging
Xingyu Xie, Wenjie Zhao, Mu Nan, Zheng Zhang, Yaping Wu, Hairong Zheng, Dong Liang, Meiyun Wang, Zhanli Hu
2025 A* conf
SEPARATE: A Simple Low-rank Projection for Gradient Compression in Modern Large-scale Model Training Process.
ICLR
Hanzhen Zhao, Xingyu Xie, Cong Fang, Zhouchen Lin
2024 J jnl
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Xingyu Xie, Pan Zhou, Huan Li, Zhouchen Lin, Shuicheng Yan
2024 A* conf
GAuV: A Graph-Based Automated Verification Framework for Perfect Semi-Honest Security of Multiparty Computation Protocols.
SP
Xingyu Xie, Yifei Li, Wei Zhang, Tuowei Wang, Shizhen Xu, Jun Zhu, Yifan Song
2024 J jnl
GAuV: A Graph-Based Automated Verification Framework for Perfect Semi-Honest Security of Multiparty Computation Protocols.
IACR Cryptol. ePrint Arch.
Xingyu Xie, Yifei Li, Wei Zhang, Tuowei Wang, Shizhen Xu, Jun Zhu, Yifan Song
2024 J jnl
LoCo: Low-Bit Communication Adaptor for Large-scale Model Training.
CoRR
Xingyu Xie, Zhijie Lin, Kim-Chuan Toh, Pan Zhou
2024 J jnl
On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization.
CoRR
Jiancong Xiao, Ziniu Li, Xingyu Xie, Emily J. Getzen, Cong Fang, Qi Long, Weijie J. Su
2024 J jnl
Optimization Hyper-parameter Laws for Large Language Models.
CoRR
Xingyu Xie, Kuangyu Ding, Shuicheng Yan, Kim-Chuan Toh, Tianwen Wei
2024 J jnl
SSCNet: learning-based subspace clustering.
Vis. Intell.
Xingyu Xie, Jianlong Wu, Guangcan Liu, Zhouchen Lin
2024 J jnl
Towards Understanding Convergence and Generalization of AdamW.
IEEE Trans. Pattern Anal. Mach. Intell.
Pan Zhou, Xingyu Xie, Zhouchen Lin, Shuicheng Yan
2024 J jnl
Win: Weight-Decay-Integrated Nesterov Acceleration for Faster Network Training.
J. Mach. Learn. Res.
Pan Zhou, Xingyu Xie, Zhouchen Lin, Kim-Chuan Toh, Shuicheng Yan
2023 J jnl
Convolutional Feature Descriptor Selection for Mammogram Classification.
IEEE J. Biomed. Health Informatics
Dong Li, Lei Zhang, Jianwei Zhang, Xingyu Xie
2023 A* conf
EditAnything: Empowering Unparalleled Flexibility in Image Editing and Generation.
ACM Multimedia
Shanghua Gao, Zhijie Lin, Xingyu Xie, Pan Zhou, Ming-Ming Cheng, Shuicheng Yan
2023 A conf
Global Convergence of Over-parameterized Deep Equilibrium Models.
AISTATS
Zenan Ling, Xingyu Xie, Qiuhao Wang, Zongpeng Zhang, Zhouchen Lin
2023 J jnl
Learning representation via indirect feature decorrelation with bi-vector-based contrastive learning for clustering.
Inf. Sci.
Xingyu Xie, Lei Zhang, Yan Wang, Zizhou Wang, Yu Hua
2023 J jnl
On the methodology of three-way structured merge in version control systems: Top-down, bottom-up, or both.
J. Syst. Archit.
Fengmin Zhu, Xingyu Xie, Dongyu Feng, Na Meng, Fei He
2023 J jnl
Optimization Induced Equilibrium Networks: An Explicit Optimization Perspective for Understanding Equilibrium Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Xingyu Xie, Qiuhao Wang, Zenan Ling, Xia Li, Guangcan Liu, Zhouchen Lin
2023 A* conf
Task-Robust Pre-Training for Worst-Case Downstream Adaptation.
NeurIPS
Jianghui Wang, Yang Chen, Xingyu Xie, Cong Fang, Zhouchen Lin
2023 J jnl
Task-Robust Pre-Training for Worst-Case Downstream Adaptation.
CoRR
Jianghui Wang, Cheng Yang, Xingyu Xie, Cong Fang, Zhouchen Lin
2023 A* conf
Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms.
ICLR
Pan Zhou, Xingyu Xie, Shuicheng Yan
2022 J jnl
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models.
CoRR
Xingyu Xie, Pan Zhou, Huan Li, Zhouchen Lin, Shuicheng Yan
2022 J jnl
Global Convergence of Over-parameterized Deep Equilibrium Models.
CoRR
Zenan Ling, Xingyu Xie, Qiuhao Wang, Zongpeng Zhang, Zhouchen Lin
2022 A* conf
High Quality Segmentation for Ultra High-resolution Images.
CVPR
Tiancheng Shen, Yuechen Zhang, Lu Qi, Jason Kuen, Xingyu Xie, Jianlong Wu, Zhe Lin, Jiaya Jia
2022 Misc conf
Mastery: Shifted-Code-Aware Structured Merging.
SETTA
Fengmin Zhu, Xingyu Xie, Dongyu Feng, Na Meng, Fei He
2022 A* conf
Optimization inspired Multi-Branch Equilibrium Models.
ICLR
Mingjie Li, Yisen Wang, Xingyu Xie, Zhouchen Lin
2021 J jnl
Design of Painting Art Style Rendering System Based on Convolutional Neural Network.
Sci. Program.
Xingyu Xie, Bin Lv
2021 J jnl
High Quality Segmentation for Ultra High-resolution Images.
CoRR
Tiancheng Shen, Yuechen Zhang, Lu Qi, Jason Kuen, Xingyu Xie, Jianlong Wu, Zhe Lin, Jiaya Jia
2021 J jnl
Optimization Induced Equilibrium Networks.
CoRR
Xingyu Xie, Qiuhao Wang, Zenan Ling, Xia Li, Yisen Wang, Guangcan Liu, Zhouchen Lin
2021 J jnl
Prob-CLR: A probabilistic approach to learn discriminative representation.
Knowl. Based Syst.
Xingyu Xie, Minjuan Zhu, Yan Wang, Lei Zhang
2020 A* conf
Maximum-and-Concatenation Networks.
ICML
Xingyu Xie, Hao Kong, Jianlong Wu, Wayne Zhang, Guangcan Liu, Zhouchen Lin
2020 J jnl
Maximum-and-Concatenation Networks.
CoRR
Xingyu Xie, Hao Kong, Jianlong Wu, Wayne Zhang, Guangcan Liu, Zhouchen Lin
2020 J jnl
Multi-Patch Collaborative Point Cloud Denoising via Low-Rank Recovery with Graph Constraint.
IEEE Trans. Vis. Comput. Graph.
Honghua Chen, Mingqiang Wei, Yangxing Sun, Xingyu Xie, Jun Wang
2020 J jnl
NormalF-Net: Normal Filtering Neural Network for Feature-preserving Mesh Denoising.
Comput. Aided Des.
Zhiqi Li, Yingkui Zhang, Yidan Feng, Xingyu Xie, Qiong Wang, Mingqiang Wei, Pheng-Ann Heng
2020 A* conf
Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering.
AAAI
Jianlong Wu, Xingyu Xie, Liqiang Nie, Zhouchen Lin, Hongbin Zha
2019 A* conf
Differentiable Linearized ADMM.
ICML
Xingyu Xie, Jianlong Wu, Guangcan Liu, Zhisheng Zhong, Zhouchen Lin
2019 J jnl
Differentiable Linearized ADMM.
CoRR
Xingyu Xie, Jianlong Wu, Zhisheng Zhong, Guangcan Liu, Zhouchen Lin
2019 J jnl
Matrix recovery with implicitly low-rank data.
Neurocomputing
Xingyu Xie, Jianlong Wu, Guangcan Liu, Jun Wang
2019 J jnl
Mesh Denoising Guided by Patch Normal Co-Filtering via Kernel Low-Rank Recovery.
IEEE Trans. Vis. Comput. Graph.
Mingqiang Wei, Jin Huang, Xingyu Xie, Ligang Liu, Jun Wang, Jing Qin
2019 — conf
Neural Ordinary Differential Equations with Envolutionary Weights.
PRCV (1)
Lingshen He, Xingyu Xie, Zhouchen Lin
2019 J jnl
Robust Low-rank subspace segmentation with finite mixture noise.
Pattern Recognit.
Xianglin Guo, Xingyu Xie, Guangcan Liu, Mingqiang Wei, Jun Wang
2019 J jnl
Wideband Substrate-Integrated Cavity-Backed Elliptical Slot for Microwave Synthetic Aperture Imaging.
IEEE Trans. Instrum. Meas.
Xingyu Xie, Mohamed A. Abou-Khousa
2018 — conf
Enhancing the Impression on Cities: Mining Relations of Attractions with Geo-Tagged Photos.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Zhiqiang Zou, Xu He, Xingyu Xie, Qunying Huang
2018 J jnl
High-Resolution UHF Near-Field Imaging Probe.
IEEE Trans. Instrum. Meas.
Mohamed A. Abou-Khousa, K. T. Muhammed Shafi, Xingyu Xie
2018 J jnl
Implicit Block Diagonal Low-Rank Representation.
IEEE Trans. Image Process.
Xingyu Xie, Xianglin Guo, Guangcan Liu, Jun Wang
2018 J jnl
Matrix Recovery with Implicitly Low-Rank Data.
CoRR
Xingyu Xie, Jianlong Wu, Guangcan Liu, Jun Wang
2018 A* conf
Multi-view Adversarially Learned Inference for Cross-domain Joint Distribution Matching.
KDD
Changying Du, Changde Du, Xingyu Xie, Chen Zhang, Hao Wang
2018 A* conf
Redundancy-resistant Generative Hashing for Image Retrieval.
IJCAI
Changying Du, Xingyu Xie, Changde Du, Hao Wang
2018 — conf
Substrate integrated waveguide cavity-backed slot antenna for X-band imaging applications.
I2MTC
Mohamed A. Abou-Khousa, K. T. Muhammed Shafi, Xingyu Xie
2018 J jnl
t-Schatten-p Norm for Low-Rank Tensor Recovery.
IEEE J. Sel. Top. Signal Process.
Hao Kong, Xingyu Xie, Zhouchen Lin
2017 J jnl
Data-Driven Sparse Priors of 3D Shapes.
Comput. Graph. Forum
Oussama Remil, Qian Xie, Xingyu Xie, Kai Xu, Jun Wang
2017 J jnl
Surface Reconstruction with Data-driven Exemplar Priors.
CoRR
Oussama Remil, Qian Xie, Xingyu Xie, Kai Xu, Jun Wang
2017 J jnl
Surface reconstruction with data-driven exemplar priors.
Comput. Aided Des.
Oussama Remil, Qian Xie, Xingyu Xie, Kai Xu, Jun Wang
2016 J jnl
Automatic Modeling of Urban Facades from Raw LiDAR Point Data.
Comput. Graph. Forum
Jun Wang, Yabin Xu, Oussama Remil, Xingyu Xie, Nan Ye, Cheng Yi, Mingqiang Wei
2015 — conf
Mining User Behavior and Similarity in Location-Based Social Networks.
PAAP
Zhiqiang Zou, Xingyu Xie, Chao Sha