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ORCIDJiaming Xu
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. The links to all actual bibliographies of persons of the same or a similar name can be found below. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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- Jiaming Xu 0001
![[0000-0001-7635-1059]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0001-7635-1059")
— Chinese Academy of Sciences, Institute of Automation, Beijing, China
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2020 – today
- 2024
[j61]Jiaming Xu, Hanjing Zhu:
Overparametrized Multi-layer Neural Networks: Uniform Concentration of Neural Tangent Kernel and Convergence of Stochastic Gradient Descent. J. Mach. Learn. Res. 25: 94:1-94:83 (2024)- [j60]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): 675-686 (2024) - [j59]Junhao Lin, Qiuzi Ruan, Siwen Cai, Yueli Cui, Yuhe Wang, Jiaming Xu, Yonglong Cui, Shuitu Li, Yadong Liu, Shiqing Zhang:
Blind quality evaluation for tone-mapped images by exploiting statistical characteristics and deep perceptual features. Multim. Syst. 30(6): 374 (2024) - [j58]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: 102306 (2024) - [j57]Lili Su, Jiaming Xu, Pengkun Yang:
Global Convergence of Federated Learning for Mixed Regression. IEEE Trans. Inf. Theory 70(9): 6391-6411 (2024) - [j56]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): 120:1-120:21 (2024) - [c64]Jiaming Xu, Kaibin Guo, Wuxuan Gong, Runyu Shi:
OSAgent: Copiloting Operating System with LLM-based Agent. IJCNN 2024: 1-9 - [c63]Leon Lufkin, Yihong Wu, Jiaming Xu:
Sharp Information-Theoretic Thresholds for Shuffled Linear Regression. ISIT 2024: 363-367 - [c62]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 - [i51]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 abs/2404.14294 (2024) - [i50]Xiaochun Niu, Lili Su, Jiaming Xu, Pengkun Yang:
Collaborative Learning with Shared Linear Representations: Statistical Rates and Optimal Algorithms. CoRR abs/2409.04919 (2024) - [i49]Jinhao Li, Shan Huang, Jiaming Xu, Jun Liu, Li Ding, Ningyi Xu, Guohao Dai:
MARCA: Mamba Accelerator with ReConfigurable Architecture. CoRR abs/2409.11440 (2024) - [i48]Jinhao Li, Jiaming Xu, Shan Huang, Yonghua Chen, Wen Li, Jun Liu, Yaoxiu Lian, Jiayi Pan, Li Ding, Hao Zhou, Yu Wang, Guohao Dai:
Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective. CoRR abs/2410.04466 (2024) - 2023
- [j55]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): 1511-1565 (2023) - [j54]Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu:
Spectral Graph Matching and Regularized Quadratic Relaxations II. Found. Comput. Math. 23(5): 1567-1617 (2023) - [j53]Yu Liu, Bin Jiang, Jiaming Xu:
Axial Assembled Correspondence Network for Few-Shot Semantic Segmentation. IEEE CAA J. Autom. Sinica 10(3): 711-721 (2023) - [j52]Lili Su, Jiaming Xu, Pengkun Yang:
A Non-parametric View of FedAvg and FedProx:Beyond Stationary Points. J. Mach. Learn. Res. 24: 203:1-203:48 (2023) - [j51]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): 515 (2023) - [j50]Jiaming Xu, Kuang Xu, Dana Yang:
Learner-Private Convex Optimization. IEEE Trans. Inf. Theory 69(1): 528-547 (2023) - [j49]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): 10324-10333 (2023) - [c61]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: 1-9 - [c60]Liren Yu, Jiaming Xu, Xiaojun Lin:
SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching. ICML 2023: 40390-40411 - [c59]Yehua Wei, Jiaming Xu, Sophie H. Yu:
Constant Regret Primal-Dual Policy for Multi-way Dynamic Matching. SIGMETRICS (Abstracts) 2023: 79-80 - [c58]Cheng Mao, Yihong Wu, Jiaming Xu, Sophie H. Yu:
Random Graph Matching at Otter's Threshold via Counting Chandeliers. STOC 2023: 1345-1356 - [i47]Lili Su, Jiaming Xu, Pengkun Yang:
Federated Learning in the Presence of Adversarial Client Unavailability. CoRR abs/2305.19971 (2023) - [i46]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 abs/2311.01282 (2023) - [i45]Jinhao Li, Jiaming Xu, Shiyao Li, Shan Huang, Jun Liu, Yaoxiu Lian, Guohao Dai:
Fast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization. CoRR abs/2311.16442 (2023) - 2022
- [j48]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: 102987 (2022) - [j47]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): 187-200 (2022) - [j46]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): 1166-1181 (2022) - [j45]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): 8452-8462 (2022) - [j44]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: 1-10 (2022) - [j43]Jiaming Xu, Yu Liu:
A Coarse-to-Fine Method Based on Saliency Map for Solar Cell Interior Defect Measurement. IEEE Trans. Instrum. Meas. 71: 1-10 (2022) - [j42]Yihong Wu, Jiaming Xu, Sophie H. Yu:
Settling the Sharp Reconstruction Thresholds of Random Graph Matching. IEEE Trans. Inf. Theory 68(8): 5391-5417 (2022) - [c57]Haoyu Wang, Yihong Wu, Jiaming Xu, Israel Yolou:
Random Graph Matching in Geometric Models: the Case of Complete Graphs. COLT 2022: 3441-3488 - [c56]Jiaming Xu, Peng Chen:
Identifying and Tracking Network-Wide Traffic Congestion Based on Mapping-to-Cells Vehicle Trajectory Data. ITSC 2022: 1414-1419 - [c55]Lili Su, Jiaming Xu, Pengkun Yang:
Global Convergence of Federated Learning for Mixed Regression. NeurIPS 2022 - [i44]Liren Yu, Jiaming Xu, Xiaojun Lin:
SeedGNN: Graph Neural Networks for Supervised Seeded Graph Matching. CoRR abs/2205.13679 (2022) - [i43]Lili Su, Jiaming Xu, Pengkun Yang:
Global Convergence of Federated Learning for Mixed Regression. CoRR abs/2206.07279 (2022) - [i42]Cheng Mao, Yihong Wu, Jiaming Xu, Sophie H. Yu:
Random graph matching at Otter's threshold via counting chandeliers. CoRR abs/2209.12313 (2022) - 2021
- [j41]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: 105174 (2021) - [j40]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): 155014772110041 (2021) - [j39]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): 515 (2021) - [j38]Liren Yu, Jiaming Xu, Xiaojun Lin:
Graph Matching with Partially-Correct Seeds. J. Mach. Learn. Res. 22: 280:1-280:54 (2021) - [j37]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): 151-164 (2021) - [j36]Liren Yu, Jiaming Xu, Xiaojun Lin:
The Power of D-hops in Matching Power-Law Graphs. Proc. ACM Meas. Anal. Comput. Syst. 5(2): 27:1-27:43 (2021) - [j35]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): 343 (2021) - [j34]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: 1-11 (2021) - [j33]Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang:
Consistent Recovery Threshold of Hidden Nearest Neighbor Graphs. IEEE Trans. Inf. Theory 67(8): 5211-5229 (2021) - [c54]Jiaming Xu, Kuang Xu, Dana Yang:
Optimal query complexity for private sequential learning against eavesdropping. AISTATS 2021: 2296-2304 - [c53]Hanjing Zhu, Jiaming Xu:
One-pass Stochastic Gradient Descent in overparametrized two-layer neural networks. AISTATS 2021: 3673-3681 - [c52]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: 99-102 - [c51]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: 99-102 - [c50]Jiaming Xu, Kuang Xu, Dana Yang:
Learner-Private Convex Optimization. ICML 2021: 11570-11580 - [c49]Yihong Wu, Jiaming Xu, Sophie H. Yu:
Settling the Sharp Reconstruction Thresholds of Random Graph Matching. ISIT 2021: 2714-2719 - [c48]Liren Yu, Jiaming Xu, Xiaojun Lin:
The Power of D-hops in Matching Power-Law Graphs. SIGMETRICS (Abstracts) 2021: 77-78 - [i41]Yihong Wu, Jiaming Xu, Sophie H. Yu:
Settling the Sharp Reconstruction Thresholds of Random Graph Matching. CoRR abs/2102.00082 (2021) - [i40]Jiaming Xu, Kuang Xu, Dana Yang:
Learner-Private Online Convex Optimization. CoRR abs/2102.11976 (2021) - [i39]Liren Yu, Jiaming Xu, Xiaojun Lin:
The Power of D-hops in Matching Power-Law Graphs. CoRR abs/2102.12975 (2021) - [i38]Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang:
The planted matching problem: Sharp threshold and infinite-order phase transition. CoRR abs/2103.09383 (2021) - [i37]Jiaming Xu, Hanjing Zhu:
One-pass Stochastic Gradient Descent in Overparametrized Two-layer Neural Networks. CoRR abs/2105.00262 (2021) - [i36]Lili Su, Jiaming Xu, Pengkun Yang:
Achieving Statistical Optimality of Federated Learning: Beyond Stationary Points. CoRR abs/2106.15216 (2021) - 2020
- [j32]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): 228-236 (2020) - [j31]Vivek Kumar Bagaria, Jian Ding, David Tse, Yihong Wu, Jiaming Xu:
Hidden Hamiltonian Cycle Recovery via Linear Programming. Oper. Res. 68(1): 53-70 (2020) - [j30]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): 794-804 (2020) - [j29]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): 332 (2020) - [j28]Elchanan Mossel, Jiaming Xu:
Seeded graph matching via large neighborhood statistics. Random Struct. Algorithms 57(3): 570-611 (2020) - [j27]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. 67-I(11): 3933-3943 (2020) - [j26]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): 3157-3169 (2020) - [j25]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): 3962-3976 (2020) - [c47]Jiaming Xu, Bo Tang, Xiao Liu, Feiyu Xiong:
Automatic Aspect-Based Sentiment Analysis (AABSA) from Customer Reviews. AffCon@AAAI 2020: 47-66 - [c46]Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang:
Consistent recovery threshold of hidden nearest neighbor graphs. COLT 2020: 1540-1553 - [c45]Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu:
Spectral Graph Matching and Regularized Quadratic Relaxations: Algorithm and Theory. ICML 2020: 2985-2995 - [c44]Boyu Fan, Jiaming Xu, Xujie Zhang:
Intracranial Electroencephalogram Based Epilepsy Seizure Onset Detection. ICMLC 2020: 368-372 - [c43]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: 230-232 - [i35]Liren Yu, Jiaming Xu, Xiaojun Lin:
Graph Matching with Partially-Correct Seeds. CoRR abs/2004.03816 (2020)
2010 – 2019
- 2019
- [j24]Jiaming Xu, En Zhu:
Learning Bias-Free Representation for Large-Scale Person Re-Identification. IEEE Access 7: 143331-143346 (2019) - [j23]Lili Su, Jiaming Xu:
Securing Distributed Gradient Descent in High Dimensional Statistical Learning. Proc. ACM Meas. Anal. Comput. Syst. 3(1): 12:1-12:41 (2019) - [j22]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): 629 (2019) - [c42]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: 309-312 - [c41]Galen Reeves, Jiaming Xu, Ilias Zadik:
All-or-Nothing Phenomena: From Single-Letter to High Dimensions. CAMSAP 2019: 654-658 - [c40]Galen Reeves, Jiaming Xu, Ilias Zadik:
The All-or-Nothing Phenomenon in Sparse Linear Regression. COLT 2019: 2652-2663 - [c39]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: 2662-2670 - [c38]Chengjun Wu, Weiwei Shan, Jiaming Xu:
ynamic Adaptation of Approximate Bit-width for CNNs based on Quantitative Error Resilience. NANOARCH 2019: 1-6 - [c37]Jiaming Xu, Yuan Zhong:
Improved Queue-Size Scaling for Input-Queued Switches via Graph Factorization. SIGMETRICS (Abstracts) 2019: 67-68 - [c36]Lili Su, Jiaming Xu:
Securing Distributed Gradient Descent in High Dimensional Statistical Learning. SIGMETRICS (Abstracts) 2019: 83-84 - [c35]Elchanan Mossel, Jiaming Xu:
Seeded Graph Matching via Large Neighborhood Statistics. SODA 2019: 1005-1014 - [c34]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: 236- - [i34]Jiaming Xu, Yuan Zhong:
Improved queue-size scaling for input-queued switches via graph factorization. CoRR abs/1903.00398 (2019) - [i33]Galen Reeves, Jiaming Xu, Ilias Zadik:
The All-or-Nothing Phenomenon in Sparse Linear Regression. CoRR abs/1903.05046 (2019) - [i32]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 abs/1905.01866 (2019) - [i31]Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu:
Spectral Graph Matching and Regularized Quadratic Relaxations I: The Gaussian Model. CoRR abs/1907.08880 (2019) - [i30]Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu:
Spectral Graph Matching and Regularized Quadratic Relaxations II: Erdős-Rényi Graphs and Universality. CoRR abs/1907.08883 (2019) - [i29]Jiaming Xu, Dana Yang:
Optimal query complexity for private sequential learning. CoRR abs/1909.09836 (2019) - [i28]Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang:
Consistent recovery threshold of hidden nearest neighbor graphs. CoRR abs/1911.08004 (2019) - [i27]Mehrdad Moharrami, Cristopher Moore, Jiaming Xu:
The Planted Matching Problem: Phase Transitions and Exact Results. CoRR abs/1912.08880 (2019) - [i26]Galen Reeves, Jiaming Xu, Ilias Zadik:
All-or-Nothing Phenomena: From Single-Letter to High Dimensions. CoRR abs/1912.13027 (2019) - 2018
- [j21]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): 325-352 (2018) - [j20]Sahand Negahban, Sewoong Oh, Kiran Koshy Thekumparampil, Jiaming Xu:
Learning from Comparisons and Choices. J. Mach. Learn. Res. 19: 40:1-40:95 (2018) - [j19]Xin Chen, Jian Weng, Wei Lu, Jiaming Xu:
Multi-Gait Recognition Based on Attribute Discovery. IEEE Trans. Pattern Anal. Mach. Intell. 40(7): 1697-1710 (2018) - [j18]Jiaming Xu, Bingfang Wu, Nana Yan, Shen Tan:
Regional Daily ET Estimates Based on the Gap-Filling Method of Surface Conductance. Remote. Sens. 10(4): 554 (2018) - [j17]Jess Banks, Cristopher Moore, Roman Vershynin, Nicolas Verzelen, Jiaming Xu:
Information-Theoretic Bounds and Phase Transitions in Clustering, Sparse PCA, and Submatrix Localization. IEEE Trans. Inf. Theory 64(7): 4872-4894 (2018) - [j16]Xin Chen, Jian Weng, Wei Lu, Jiaming Xu, Jiasi Weng:
Deep Manifold Learning Combined With Convolutional Neural Networks for Action Recognition. IEEE Trans. Neural Networks Learn. Syst. 29(9): 3938-3952 (2018) - [c33]Xinchao Shang, Weiwei Shan, Jiaming Xu, Minyi Lu, Yiming Xiang, Longxing Shi, Jun Yang:
A 0.46V-1.1V Transition-Detector with In-Situ Timing-Error Detection and Correction Based on Pulsed-Latch Design in AES Accelerator. A-SSCC 2018: 1-4 - [c32]Jiaming Xu:
Rates of Convergence of Spectral Methods for Graphon Estimation. ICML 2018: 5429-5438 - [c31]Wei-Kang Hsu, Jiaming Xu, Xiaojun Lin, Mark R. Bell:
Integrating Online Learning and Adaptive Control in Queueing Systems with Uncertain Payoffs. ITA 2018: 1-9 - [c30]Yudong Chen, Lili Su, Jiaming Xu:
Distributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent. SIGMETRICS (Abstracts) 2018: 96 - [c29]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: 1464-1469 - [c28]Jiaming Xu, Ao Fan, Minyi Lu, Weiwei Shan:
Differential Power Analysis of 8-Bit Datapath AES for IoT Applications. TrustCom/BigDataSE 2018: 1470-1473 - [i25]Vivek Kumar Bagaria, Jian Ding, David Tse, Yihong Wu, Jiaming Xu:
Hidden Hamiltonian Cycle Recovery via Linear Programming. CoRR abs/1804.05436 (2018) - [i24]Lili Su, Jiaming Xu:
Securing Distributed Machine Learning in High Dimensions. CoRR abs/1804.10140 (2018) - [i23]Yihong Wu, Jiaming Xu:
Statistical Problems with Planted Structures: Information-Theoretical and Computational Limits. CoRR abs/1806.00118 (2018) - [i22]Elchanan Mossel, Jiaming Xu:
Seeded Graph Matching via Large Neighborhood Statistics. CoRR abs/1807.10262 (2018) - [i21]Xiaodong Li, Yudong Chen, Jiaming Xu:
Convex Relaxation Methods for Community Detection. CoRR abs/1810.00315 (2018) - [i20]Jian Ding, Zongming Ma, Yihong Wu, Jiaming Xu:
Efficient random graph matching via degree profiles. CoRR abs/1811.07821 (2018) - 2017
- [j15]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Submatrix localization via message passing. J. Mach. Learn. Res. 18: 186:1-186:52 (2017) - [j14]Xin Chen, Jiaming Xu, Jian Weng:
Multi-gait recognition using hypergraph partition. Mach. Vis. Appl. 28(1-2): 117-127 (2017) - [j13]Yudong Chen, Lili Su, Jiaming Xu:
Distributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent. Proc. ACM Meas. Anal. Comput. Syst. 1(2): 44:1-44:25 (2017) - [j12]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Information Limits for Recovering a Hidden Community. IEEE Trans. Inf. Theory 63(8): 4729-4745 (2017) - [c27]Jess Banks, Cristopher Moore, Roman Vershynin, Nicolas Verzelen, Jiaming Xu:
Information-theoretic bounds and phase transitions in clustering, sparse PCA, and submatrix localization. ISIT 2017: 1137-1141 - [i19]Sahand Negahban, Sewoong Oh, Kiran Koshy Thekumparampil, Jiaming Xu:
Learning from Comparisons and Choices. CoRR abs/1704.07228 (2017) - [i18]Yudong Chen, Lili Su, Jiaming Xu:
Distributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent. CoRR abs/1705.05491 (2017) - [i17]Jiaming Xu:
Rates of Convergence of Spectral Methods for Graphon Estimation. CoRR abs/1709.03183 (2017) - 2016
- [j11]Yudong Chen, Jiaming Xu:
Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and Submatrices. J. Mach. Learn. Res. 17: 27:1-27:57 (2016) - [j10]Xin Chen, Tianqi Yang, Jiaming Xu:
Multi-gait identification based on multilinear analysis and multi-target tracking. Multim. Tools Appl. 75(11): 6505-6532 (2016) - [j9]Xin Chen, Jiaming Xu:
Uncooperative gait recognition: Re-ranking based on sparse coding and multi-view hypergraph learning. Pattern Recognit. 53: 116-129 (2016) - [j8]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming. IEEE Trans. Inf. Theory 62(5): 2788-2797 (2016) - [j7]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions. IEEE Trans. Inf. Theory 62(10): 5918-5937 (2016) - [c26]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Semidefinite Programs for Exact Recovery of a Hidden Community. COLT 2016: 1051-1095 - [c25]Elchanan Mossel, Jiaming Xu:
Density Evolution in the Degree-correlated Stochastic Block Model. COLT 2016: 1319-1356 - [c24]Elchanan Mossel, Jiaming Xu:
Local Algorithms for Block Models with Side Information. ITCS 2016: 71-80 - [c23]Liang He, Yao Tian, Yi Liu, Jiaming Xu, Weiwei Liu, Cai Meng, Jia Liu:
THU-EE System Description for NIST LRE 2015. INTERSPEECH 2016: 3294-3298 - [c22]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Information limits for recovering a hidden community. ISIT 2016: 1894-1898 - [c21]Florent Krzakala, Jiaming Xu, Lenka Zdeborová:
Mutual information in rank-one matrix estimation. ITW 2016: 71-75 - [i16]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Semidefinite Programs for Exact Recovery of a Hidden Community. CoRR abs/1602.06410 (2016) - [i15]Florent Krzakala, Jiaming Xu, Lenka Zdeborová:
Mutual Information in Rank-One Matrix Estimation. CoRR abs/1603.08447 (2016) - [i14]Jess Banks, Cristopher Moore, Roman Vershynin, Jiaming Xu:
Information-theoretic bounds and phase transitions in clustering, sparse PCA, and submatrix localization. CoRR abs/1607.05222 (2016) - 2015
- [j6]Jiaming Xu, Wei-Qiang Zhang, Jia Liu, Shanhong Xia:
Regularized minimum class variance extreme learning machine for language recognition. EURASIP J. Audio Speech Music. Process. 2015: 22 (2015) - [j5]Marc Lelarge, Laurent Massoulié, Jiaming Xu:
Reconstruction in the Labelled Stochastic Block Model. IEEE Trans. Netw. Sci. Eng. 2(4): 152-163 (2015) - [c20]Yihong Wu, Jiaming Xu, Bruce E. Hajek:
Achieving exact cluster recovery threshold via semidefinite programming under the stochastic block model. ACSSC 2015: 1070-1074 - [c19]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Computational Lower Bounds for Community Detection on Random Graphs. COLT 2015: 899-928 - [c18]Chengyi Chen, Xin Chen, Jiaming Xu:
Application of Gravity Center Track in Gait Recognition Robust to Influencing Factors. IGTA 2015: 176-189 - [c17]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Achieving exact cluster recovery threshold via semidefinite programming. ISIT 2015: 1442-1446 - [c16]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Exact recovery threshold in the binary censored block model. ITW Fall 2015: 99-103 - [c15]Sewoong Oh, Kiran Koshy Thekumparampil, Jiaming Xu:
Collaboratively Learning Preferences from Ordinal Data. NIPS 2015: 1909-1917 - [c14]Rui Wu, Jiaming Xu, Rayadurgam Srikant, Laurent Massoulié, Marc Lelarge, Bruce E. Hajek:
Clustering and Inference From Pairwise Comparisons. SIGMETRICS 2015: 449-450 - [i13]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions. CoRR abs/1502.07738 (2015) - [i12]Sewoong Oh, Kiran Koshy Thekumparampil, Jiaming Xu:
Collaboratively Learning Preferences from Ordinal Data. CoRR abs/1506.07947 (2015) - [i11]Elchanan Mossel, Jiaming Xu:
Local Algorithms for Block Models with Side Information. CoRR abs/1508.02344 (2015) - [i10]Elchanan Mossel, Jiaming Xu:
Density Evolution in the Degree-correlated Stochastic Block Model. CoRR abs/1509.03281 (2015) - [i9]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Information Limits for Recovering a Hidden Community. CoRR abs/1509.07859 (2015) - [i8]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Recovering a Hidden Community Beyond the Spectral Limit in O(|E|log*|V|) Time. CoRR abs/1510.02786 (2015) - [i7]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Submatrix localization via message passing. CoRR abs/1510.09219 (2015) - [i6]Yudong Chen, Xiaodong Li, Jiaming Xu:
Convexified Modularity Maximization for Degree-corrected Stochastic Block Models. CoRR abs/1512.08425 (2015) - 2014
- [b1]Jiaming Xu:
Statistical inference in networks: fundamental limits and efficient algorithms. University of Illinois Urbana-Champaign, USA, 2014 - [j4]Xin Chen, Tianqi Yang, Jiaming Xu:
Cross-view gait recognition based on human walking trajectory. J. Vis. Commun. Image Represent. 25(8): 1842-1855 (2014) - [c13]Jiaming Xu, Laurent Massoulié, Marc Lelarge:
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results. COLT 2014: 903-920 - [c12]Wei-Wei Liu, Wei-Qiang Zhang, Yongzhe Shi, An Ji, Jiaming Xu, Jia Liu:
Improved phonotactic language recognition based on RNN feature reconstruction. ICASSP 2014: 5322-5326 - [c11]Yudong Chen, Jiaming Xu:
Statistical-Computational Phase Transitions in Planted Models: The High-Dimensional Setting. ICML 2014: 244-252 - [c10]Bruce E. Hajek, Sewoong Oh, Jiaming Xu:
Minimax-optimal Inference from Partial Rankings. NIPS 2014: 1475-1483 - [c9]Jiaming Xu, Rui Wu, Kai Zhu, Bruce E. Hajek, R. Srikant, Lei Ying:
Jointly clustering rows and columns of binary matrices: algorithms and trade-offs. SIGMETRICS 2014: 29-41 - [i5]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Computational Lower Bounds for Community Detection on Random Graphs. CoRR abs/1406.6625 (2014) - [i4]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming. CoRR abs/1412.6156 (2014) - 2013
- [c8]Weiwei Liu, Wei-Qiang Zhang, Liang He, Jiaming Xu, Jia Liu:
THUEE system for the Albayzin 2012 language recognition evaluation. ChinaSIP 2013: 109-112 - [c7]Jiaming Xu, Jia Liu, Shanhong Xia:
Simplified domain transfer multiple kernel learning for language recognition. ICASSP 2013: 6866-6869 - [c6]Marc Lelarge, Laurent Massoulié, Jiaming Xu:
Reconstruction in the labeled stochastic block model. ITW 2013: 1-5 - 2012
- [j3]Jiaming Xu, Jeffrey G. Andrews, Syed Ali Jafar:
MISO Broadcast Channels with Delayed Finite-Rate Feedback: Predict or Observe? IEEE Trans. Wirel. Commun. 11(4): 1456-1467 (2012) - [c5]Jiaming Xu, Bruce E. Hajek:
The supermarket game. ISIT 2012: 2511-2515 - [i3]Jiaming Xu, Bruce E. Hajek:
The Supermarket Game. CoRR abs/1202.2089 (2012) - 2011
- [j2]Hongjie Fu, Dantong Ouyang, Jiaming Xu:
A self-adaptive differential evolution algorithm for binary CSPs. Comput. Math. Appl. 62(7): 2712-2718 (2011) - [j1]Jiaming Xu, Jun Zhang, Jeffrey G. Andrews:
On the Accuracy of the Wyner Model in Cellular Networks. IEEE Trans. Wirel. Commun. 10(9): 3098-3109 (2011) - [c4]Jiaming Xu, Jeffrey G. Andrews, Syed Ali Jafar:
The net benefit of delayed finite-rate feedback in the MISO broadcast channel. Allerton 2011: 863-870 - [c3]Jiaming Xu, Jun Zhang, Jeffrey G. Andrews:
On the Accuracy of the Wyner Model in Downlink Cellular Networks. ICC 2011: 1-5 - [i2]Jiaming Xu, Jeffrey G. Andrews, Syed Ali Jafar:
Broadcast Channels with Delayed Finite-Rate Feedback: Predict or Observe? CoRR abs/1105.3686 (2011) - 2010
- [c2]Jiaming Xu, Jun Zhang, Jeffrey G. Andrews:
When Does the Wyner Model Accurately Describe an Uplink Cellular Network? GLOBECOM 2010: 1-5 - [c1]Hongjie Fu, Dantong Ouyang, Jiaming Xu:
A self-adaptive differential evolution algorithm for binary CSPs. ICNC 2010: 2254-2258 - [i1]Jiaming Xu, Jun Zhang, Jeffrey G. Andrews:
On the Accuracy of the Wyner Model in Cellular Networks. CoRR abs/1009.5900 (2010)
Coauthor Index
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