Jiaming Xu

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 130

Top Venues

CoRR

IEEE Trans. Inf. Theory

COLT

Remote. Sens.

Publications

Chunlong He, Jiaming Xu, Xingquan Li, Zhukun Li
Three-dimensional deep reinforcement learning for trajectory and resource optimization in UAV communication systems. Phys. Commun. 63 (2024)
Zhanzhou Feng, Jiaming Xu, Lei Ma, Shiliang Zhang
Efficient Video Transformers via Spatial-temporal Token Merging for Action Recognition. ACM Trans. Multim. Comput. Commun. Appl. 20 (4) (2024)
Mengfan Li, Jundi Li, Zhiyong Song, Haodong Deng, Jiaming Xu, Guizhi Xu, Wenzhe Liao
EEGNet-based multi-source domain filter for BCI transfer learning. Medical Biol. Eng. Comput. 62 (3) (2024)
Ke Hong, Guohao Dai, Jiaming Xu, Qiuli Mao, Xiuhong Li, Jun Liu, Kangdi Chen, Yuhan Dong, Yu Wang
FlashDecoding++: Faster Large Language Model Inference with Asynchronization, Flat GEMM Optimization, and Heuristics. MLSys (2024)
Zixuan Zhou, Xuefei Ning, Ke Hong, Tianyu Fu, Jiaming Xu, Shiyao Li, Yuming Lou, Luning Wang, Zhihang Yuan, Xiuhong Li, Shengen Yan, Guohao Dai, Xiao-Ping Zhang, Yuhan Dong, Yu Wang
A Survey on Efficient Inference for Large Language Models. CoRR (2024)
Yehua Wei, Jiaming Xu, Sophie H. Yu
Constant Regret Primal-Dual Policy for Multi-way Dynamic Matching. SIGMETRICS (Abstracts) (2023)
Zhiwei Jiang, Jiaming Xu, Tielin Zhang, Mu-Ming Poo, Bo Xu
Origin of the efficiency of spike timing-based neural computation for processing temporal information. Neural Networks 160 (2023)
Jinhao Li, Shiyao Li, Jiaming Xu, Shan Huang, Yaoxiu Lian, Jun Liu, Yu Wang, Guohao Dai
Enabling Fast 2-bit LLM on GPUs: Memory Alignment, Sparse Outlier, and Asynchronous Dequantization. CoRR (2023)
Jiaming Xu, Kuang Xu, Dana Yang
Learner-Private Convex Optimization. IEEE Trans. Inf. Theory 69 (1) (2023)
Liren Yu, Jiaming Xu, Xiaojun Lin
SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching. ICML (2023)
Yu Liu, Bin Jiang, Jiaming Xu
Axial Assembled Correspondence Network for Few-Shot Semantic Segmentation. IEEE CAA J. Autom. Sinica 10 (3) (2023)
Lili Su, Jiaming Xu, Pengkun Yang
Federated Learning in the Presence of Adversarial Client Unavailability. CoRR (2023)
Jiaming Xu, Yu Liu
Multiple Guidance Network for Industrial Product Surface Inspection With One Labeled Target Sample. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Jun Liu, Guohao Dai, Hao Xia, Lidong Guo, Xiangsheng Shi, Jiaming Xu, Huazhong Yang, Yu Wang
TSTC: Two-Level Sparsity Tensor Core Enabling both Algorithm Flexibility and Hardware Efficiency. ICCAD (2023)
Xueliang Feng, Shen Tan, Yun Dong, Xin Zhang, Jiaming Xu, Liheng Zhong, Le Yu
Mapping Large-Scale Bamboo Forest Based on Phenology and Morphology Features. Remote. Sens. 15 (2) (2023)
Ke Hong, Guohao Dai, Jiaming Xu, Qiuli Mao, Xiuhong Li, Jun Liu, Kangdi Chen, Yuhan Dong, Yu Wang
FlashDecoding++: Faster Large Language Model Inference on GPUs. CoRR (2023)
Lili Su, Jiaming Xu, Pengkun Yang
A Non-parametric View of FedAvg and FedProx:Beyond Stationary Points. J. Mach. Learn. Res. 24 (2023)
Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu
Spectral Graph Matching and Regularized Quadratic Relaxations II. Found. Comput. Math. 23 (5) (2023)
Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu
Spectral Graph Matching and Regularized Quadratic Relaxations I Algorithm and Gaussian Analysis. Found. Comput. Math. 23 (5) (2023)
Cheng Mao, Yihong Wu, Jiaming Xu, Sophie H. Yu
Random Graph Matching at Otter's Threshold via Counting Chandeliers. STOC (2023)
Jiaming Xu, Peng Chen
Identifying and Tracking Network-Wide Traffic Congestion Based on Mapping-to-Cells Vehicle Trajectory Data. ITSC (2022)
Xiaoling Jiang, Yinyin Li, Tao Jiang, Junhao Xie, Yilong Wu, Qianfeng Cai, Jinhui Jiang, Jiaming Xu, Hui Zhang
RoadFormer: Pyramidal deformable vision transformers for road network extraction with remote sensing images. Int. J. Appl. Earth Obs. Geoinformation 113 (2022)
Liren Yu, Jiaming Xu, Xiaojun Lin
SeedGNN: Graph Neural Networks for Supervised Seeded Graph Matching. CoRR (2022)
Lili Su, Jiaming Xu, Pengkun Yang
Global Convergence of Federated Learning for Mixed Regression. NeurIPS (2022)
Yu Liu, Jiaming Xu, Yilin Wu
A CISG Method for Internal Defect Detection of Solar Cells in Different Production Processes. IEEE Trans. Ind. Electron. 69 (8) (2022)
Yihong Wu, Jiaming Xu, Sophie H. Yu
Settling the Sharp Reconstruction Thresholds of Random Graph Matching. IEEE Trans. Inf. Theory 68 (8) (2022)
Jiaming Xu, Yu Liu
A Coarse-to-Fine Method Based on Saliency Map for Solar Cell Interior Defect Measurement. IEEE Trans. Instrum. Meas. 71 (2022)
Haoyu Wang, Yihong Wu, Jiaming Xu, Israel Yolou
Random Graph Matching in Geometric Models: the Case of Complete Graphs. COLT (2022)
Wei-Kang Hsu, Jiaming Xu, Xiaojun Lin, Mark R. Bell
Integrated Online Learning and Adaptive Control in Queueing Systems with Uncertain Payoffs. Oper. Res. 70 (2) (2022)
Yu Liu, Huaxi Xiao, Jiaming Xu, Jingyi Zhao
A Rail Surface Defect Detection Method Based on Pyramid Feature and Lightweight Convolutional Neural Network. IEEE Trans. Instrum. Meas. 71 (2022)
Xiaoling Jiang, Hui Zhang, Jiaming Xu, Weicheng Wu, Xun Mo
Biomedical text mining algorithm based on domain ontology. Int. J. Data Min. Bioinform. 27 (1/2/3) (2022)
Lili Su, Jiaming Xu, Pengkun Yang
Global Convergence of Federated Learning for Mixed Regression. CoRR (2022)
Cheng Mao, Yihong Wu, Jiaming Xu, Sophie H. Yu
Random graph matching at Otter's threshold via counting chandeliers. CoRR (2022)
Yihong Wu, Jiaming Xu, Sophie H. Yu
Settling the Sharp Reconstruction Thresholds of Random Graph Matching. ISIT (2021)
Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang
Consistent Recovery Threshold of Hidden Nearest Neighbor Graphs. IEEE Trans. Inf. Theory 67 (8) (2021)
Weiwei Shan, Minhao Yang, Tao Wang, Yicheng Lu, Hao Cai, Lixuan Zhu, Jiaming Xu, Chengjun Wu, Longxing Shi, Jun Yang
A 510-nW Wake-Up Keyword-Spotting Chip Using Serial-FFT-Based MFCC and Binarized Depthwise Separable CNN in 28-nm CMOS. IEEE J. Solid State Circuits 56 (1) (2021)
Lixuan Zhu, Weiwei Shan, Jiaming Xu, Yicheng Lu
AAD-KWS: a sub-$\mu\mathrm{W}$ keyword spotting chip with a zero-cost, acoustic activity detector from a 170nW MFCC feature extractor in 28nm CMOS. ESSDERC (2021)
Jiaming Xu, Yu Liu, Yilin Wu
Automatic Defect Inspection for Monocrystalline Solar Cell Interior by Electroluminescence Image Self-Comparison Method. IEEE Trans. Instrum. Meas. 70 (2021)
Liren Yu, Jiaming Xu, Xiaojun Lin
Graph Matching with Partially-Correct Seeds. J. Mach. Learn. Res. 22 (2021)
Liren Yu, Jiaming Xu, Xiaojun Lin
The Power of D-hops in Matching Power-Law Graphs. CoRR (2021)
Hanjing Zhu, Jiaming Xu
One-pass Stochastic Gradient Descent in overparametrized two-layer neural networks. AISTATS (2021)
Jiaming Xu, Kuang Xu, Dana Yang
Learner-Private Online Convex Optimization. CoRR (2021)
Banteng Liu, Wei Chen, Meng Han, Zhangquan Wang, Ping Sun, Xiaowen Lv, Jiaming Xu, Zegao Yin
Nonlinear time series prediction algorithm based on AD-SSNET for artificial intelligence-powered Internet of Things. Int. J. Distributed Sens. Networks 17 (3) (2021)
Lixuan Zhu, Weiwei Shan, Jiaming Xu, Yicheng Lu
AAD-KWS: a sub-µW keyword spotting chip with a zero-cost, acoustic activity detector from a 170nW MFCC feature extractor in 28nm CMOS. ESSCIRC (2021)
Yihong Wu, Jiaming Xu, Sophie H. Yu
Settling the Sharp Reconstruction Thresholds of Random Graph Matching. CoRR (2021)
Fangming Wu, Bingfang Wu, Weiwei Zhu, Nana Yan, Zonghan Ma, Linjiang Wang, Yuming Lu, Jiaming Xu
ETWatch cloud: APIs for regional actual evapotranspiration data generation. Environ. Model. Softw. 145 (2021)
Yuming Lu, Bingfang Wu, Nana Yan, Weiwei Zhu, Hongwei Zeng, Zonghan Ma, Jiaming Xu, Xinghua Wu, Bo Pang
Quantifying the Contributions of Environmental Factors to Wind Characteristics over 2000-2019 in China. ISPRS Int. J. Geo Inf. 10 (8) (2021)
Jiaming Xu, Kuang Xu, Dana Yang
Learner-Private Convex Optimization. ICML (2021)
Jiaming Xu, Hanjing Zhu
One-pass Stochastic Gradient Descent in Overparametrized Two-layer Neural Networks. CoRR (2021)
Lili Su, Jiaming Xu, Pengkun Yang
Achieving Statistical Optimality of Federated Learning: Beyond Stationary Points. CoRR (2021)
Jiaming Xu, Kuang Xu, Dana Yang
Optimal query complexity for private sequential learning against eavesdropping. AISTATS (2021)
Liren Yu, Jiaming Xu, Xiaojun Lin
The Power of D-hops in Matching Power-Law Graphs. SIGMETRICS (Abstracts) (2021)
Liren Yu, Jiaming Xu, Xiaojun Lin
The Power of D-hops in Matching Power-Law Graphs. Proc. ACM Meas. Anal. Comput. Syst. 5 (2) (2021)
Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang
The planted matching problem: Sharp threshold and infinite-order phase transition. CoRR (2021)
Zonghan Ma, Bingfang Wu, Nana Yan, Weiwei Zhu, Hongwei Zeng, Jiaming Xu
Spatial Allocation Method from Coarse Evapotranspiration Data to Agricultural Fields by Quantifying Variations in Crop Cover and Soil Moisture. Remote. Sens. 13 (3) (2021)
Bingfang Wu, Weiwei Zhu, Nana Yan, Qiang Xing, Jiaming Xu, Zonghan Ma, Linjiang Wang
Regional Actual Evapotranspiration Estimation with Land and Meteorological Variables Derived from Multi-Source Satellite Data. Remote. Sens. 12 (2) (2020)
Vivek Kumar Bagaria, Jian Ding, David Tse, Yihong Wu, Jiaming Xu
Hidden Hamiltonian Cycle Recovery via Linear Programming. Oper. Res. 68 (1) (2020)
Weiwei Shan, Minhao Yang, Jiaming Xu, Yicheng Lu, Shuai Zhang, Tao Wang, Jun Yang, Longxing Shi, Mingoo Seok
14.1 A 510nW 0.41V Low-Memory Low-Computation Keyword-Spotting Chip Using Serial FFT-Based MFCC and Binarized Depthwise Separable Convolutional Neural Network in 28nm CMOS. ISSCC (2020)
Jiaming Xu, Bo Tang, Xiao Liu, Feiyu Xiong
Automatic Aspect-Based Sentiment Analysis (AABSA) from Customer Reviews. AffCon@AAAI (2020)
Xinchao Shang, Minyi Lu, Chengjun Wu, Yiming Xiang, Jiaming Xu, Weiwei Shan
A Wide-Voltage-Range Transition-Detector With In-Situ Timing-Error Detection and Correction Based on Pulsed-Latch Design in 28 nm CMOS. IEEE Trans. Circuits Syst. (11) (2020)
Weiwei Shan, Shuai Zhang, Jiaming Xu, Minyi Lu, Longxing Shi, Jun Yang
Machine Learning Assisted Side-Channel-Attack Countermeasure and Its Application on a 28-nm AES Circuit. IEEE J. Solid State Circuits 55 (3) (2020)
Xin Chen, Jian Weng, Weiqi Luo, Wei Lu, Huimin Wu, Jiaming Xu, Qi Tian
Sample Balancing for Deep Learning-Based Visual Recognition. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Liren Yu, Jiaming Xu, Xiaojun Lin
Graph Matching with Partially-Correct Seeds. CoRR (2020)
Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang
Consistent recovery threshold of hidden nearest neighbor graphs. COLT (2020)
Xiaoling Jiang, Hui Zhang, Jiaming Xu, Weicheng Wu, Xingyong Xie
Abnormal network data mining model based on deep training learning. Int. J. Internet Protoc. Technol. 13 (4) (2020)
Jiaming Xu, Yu Liu, Hongwei Xie, Fei Luo
Surface Quality Assurance Method for Lithium-Ion Battery Electrode Using Concentration Compensation and Partiality Decision Rules. IEEE Trans. Instrum. Meas. 69 (6) (2020)
Boyu Fan, Jiaming Xu, Xujie Zhang
Intracranial Electroencephalogram Based Epilepsy Seizure Onset Detection. ICMLC (2020)
Elchanan Mossel, Jiaming Xu
Seeded graph matching via large neighborhood statistics. Random Struct. Algorithms 57 (3) (2020)
Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu
Spectral Graph Matching and Regularized Quadratic Relaxations: Algorithm and Theory. ICML (2020)
Weiwei Shan, Ao Fan, Jiaming Xu, Jun Yang, Mingoo Seok
A 923 Gbps/W, 113-Cycle, 2-Sbox Energy-efficient AES Accelerator in 28nm CMOS. VLSI Circuits (2019)
Wen Chen, Pipei Huang, Jiaming Xu, Xin Guo, Cheng Guo, Fei Sun, Chao Li, Andreas Pfadler, Huan Zhao, Binqiang Zhao
POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion. CoRR (2019)
Mehrdad Moharrami, Cristopher Moore, Jiaming Xu
The Planted Matching Problem: Phase Transitions and Exact Results. CoRR (2019)
Jiaming Xu, Yuan Zhong
Improved Queue-Size Scaling for Input-Queued Switches via Graph Factorization. SIGMETRICS (Abstracts) (2019)
Fuyou Tian, Bingfang Wu, Hongwei Zeng, Xin Zhang, Jiaming Xu
Efficient Identification of Corn Cultivation Area with Multitemporal Synthetic Aperture Radar and Optical Images in the Google Earth Engine Cloud Platform. Remote. Sens. 11 (6) (2019)
Wen Chen, Pipei Huang, Jiaming Xu, Xin Guo, Cheng Guo, Fei Sun, Chao Li, Andreas Pfadler, Huan Zhao, Binqiang Zhao
POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion. KDD (2019)
Chengjun Wu, Weiwei Shan, Jiaming Xu
ynamic Adaptation of Approximate Bit-width for CNNs based on Quantitative Error Resilience. NANOARCH (2019)
Galen Reeves, Jiaming Xu, Ilias Zadik
The All-or-Nothing Phenomenon in Sparse Linear Regression. COLT (2019)
Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu
Spectral Graph Matching and Regularized Quadratic Relaxations II: Erdős-Rényi Graphs and Universality. CoRR (2019)
Galen Reeves, Jiaming Xu, Ilias Zadik
All-or-Nothing Phenomena: From Single-Letter to High Dimensions. CAMSAP (2019)
Lili Su, Jiaming Xu
Securing Distributed Gradient Descent in High Dimensional Statistical Learning. Proc. ACM Meas. Anal. Comput. Syst. 3 (1) (2019)
Jiaming Xu, Dana Yang
Optimal query complexity for private sequential learning. CoRR (2019)
Galen Reeves, Jiaming Xu, Ilias Zadik
The All-or-Nothing Phenomenon in Sparse Linear Regression. CoRR (2019)
Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu
Spectral Graph Matching and Regularized Quadratic Relaxations I: The Gaussian Model. CoRR (2019)
Galen Reeves, Jiaming Xu, Ilias Zadik
All-or-Nothing Phenomena: From Single-Letter to High Dimensions. CoRR (2019)
Yicheng Lu, Weiwei Shan, Jiaming Xu
A Depthwise Separable Convolution Neural Network for Small-footprint Keyword Spotting Using Approximate MAC Unit and Streaming Convolution Reuse. APCCAS (2019)
Jiaming Xu, Yuan Zhong
Improved queue-size scaling for input-queued switches via graph factorization. CoRR (2019)
Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang
Consistent recovery threshold of hidden nearest neighbor graphs. CoRR (2019)
Elchanan Mossel, Jiaming Xu
Seeded Graph Matching via Large Neighborhood Statistics. SODA (2019)
Lili Su, Jiaming Xu
Securing Distributed Gradient Descent in High Dimensional Statistical Learning. SIGMETRICS (Abstracts) (2019)
Jiaming Xu, En Zhu
Learning Bias-Free Representation for Large-Scale Person Re-Identification. IEEE Access 7 (2019)
Sahand Negahban, Sewoong Oh, Kiran Koshy Thekumparampil, Jiaming Xu
Learning from Comparisons and Choices. J. Mach. Learn. Res. 19 (2018)
Wei-Kang Hsu, Jiaming Xu, Xiaojun Lin, Mark R. Bell
Integrating Online Learning and Adaptive Control in Queueing Systems with Uncertain Payoffs. ITA (2018)
Jiaming Xu, Ao Fan, Minyi Lu, Weiwei Shan
Differential Power Analysis of 8-Bit Datapath AES for IoT Applications. TrustCom/BigDataSE (2018)
Minyi Lu, Ao Fan, Jiaming Xu, Weiwei Shan
A Compact, Lightweight and Low-Cost 8-Bit Datapath AES Circuit for IoT Applications in 28nm CMOS. TrustCom/BigDataSE (2018)
Yudong Chen, Lili Su, Jiaming Xu
Distributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent. SIGMETRICS (Abstracts) (2018)
Xin Chen, Jian Weng, Wei Lu, Jiaming Xu, Jia-Si Weng
Deep Manifold Learning Combined With Convolutional Neural Networks for Action Recognition. IEEE Trans. Neural Networks Learn. Syst. 29 (9) (2018)
Lili Su, Jiaming Xu
Securing Distributed Machine Learning in High Dimensions. CoRR (2018)
Jian Ding, Zongming Ma, Yihong Wu, Jiaming Xu
Efficient random graph matching via degree profiles. CoRR (2018)
Bruce E. Hajek, Yihong Wu, Jiaming Xu
Recovering a hidden community beyond the Kesten-Stigum threshold in O(|E|log*|V|) time. J. Appl. Probab. 55 (2) (2018)
Xin Chen, Jian Weng, Wei Lu, Jiaming Xu
Multi-Gait Recognition Based on Attribute Discovery. IEEE Trans. Pattern Anal. Mach. Intell. 40 (7) (2018)

Jiaming Xu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jiaming Xu