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Viewing Publication 1 - 100 from 290

2022

2 Single-Core Digital Neuromorphic Processor for Liquid State MachineLei Wang 0011, Zhijie Yang, Shasha Guo, Lianhua Qu, Xiangyu Zhang, Ziyang Kang, Weixia Xu. tcasI, 69(5):1976-1989, 2022. [doi]

ShadowPainter: Active Learning Enabled Robotic Painting through Visual Measurement and Reproduction of the Artistic Creation ProcessChao Guo, Tianxiang Bai, Xiao Wang, Xiangyu Zhang, Yue Lu, Xingyuan Dai, Fei-Yue Wang. jirs, 105(3):61, 2022. [doi]

Digital twin-driven surface roughness prediction and process parameter adaptive optimizationLilan Liu, Xiangyu Zhang, Xiang Wan, Shuaichang Zhou, Zenggui Gao. aei, 51:101470, 2022. [doi]

Generating Effective Software Obfuscation Sequences With Reinforcement LearningHuaijin Wang, Shuai Wang 0011, Dongpeng Xu 0001, Xiangyu Zhang, Xiao Liu 0025. tdsc, 19(3):1900-1917, 2022. [doi]

Daedalus: Breaking Nonmaximum Suppression in Object Detection via Adversarial ExamplesDerui Wang, Chaoran Li, Sheng Wen, Qing-Long Han, Surya Nepal, Xiangyu Zhang, Yang Xiang 0001. tcyb, 52(8):7427-7440, 2022. [doi]

A Block PatchMatch-Based Energy-Resource Efficient Stereo Matching Processor on FPGAHongyu Wang, Wei Zhou 0037, Xiangyu Zhang, Xin Lou. tcasI, 69(7):2893-2905, 2022. [doi]

Anchor DETR: Query Design for Transformer-Based DetectorYingming Wang, Xiangyu Zhang, Tong Yang, Jian Sun. AAAI 2022: 2567-2575 [doi]

A 39pJ/label 1920x1080 165.7 FPS Block PatchMatch Based Stereo Matching Processor on FPGAHongyu Wang, Wei Zhou, Xiangyu Zhang, Xin Lou. cicc 2022: 1-2 [doi]

DocTer: documentation-guided fuzzing for testing deep learning API functionsDanning Xie, Yitong Li, Mijung Kim, Hung Viet Pham, Lin Tan 0001, Xiangyu Zhang, Michael W. Godfrey. ISSTA 2022: 176-188 [doi]

Deep Reinforcement Learning Approach for Joint Trajectory Design in Multi-UAV IoT NetworksShu Xu, Xiangyu Zhang, Chunguo Li, Dongming Wang 0002, Luxi Yang. tvt, 71(3):3389-3394, 2022. [doi]

Deep Learning-Based Signal Quality Assessment for Wearable ECGsXiangyu Zhang, Jianqing Li, Zhipeng Cai 0002, Li Zhao 0003, Chengyu Liu 0001. imm, 25(5):41-52, 2022. [doi]

LGD: Label-Guided Self-Distillation for Object DetectionPeizhen Zhang, Zijian Kang, Tong Yang, Xiangyu Zhang, Nanning Zheng 0001, Jian Sun. AAAI 2022: 3309-3317 [doi]

2021

Deep Feature Space Trojan Attack of Neural Networks by Controlled DetoxificationSiyuan Cheng 0005, Yingqi Liu, ShiQing Ma, Xiangyu Zhang. AAAI 2021: 1148-1156 [doi]

You Only Look One-Level FeatureQiang Chen, Yingming Wang, Tong Yang, Xiangyu Zhang, Jian Cheng, Jian Sun 0015. cvpr 2021: 13039-13048 [doi]

*Chao Chen, Caiyun Ma, Yantao Xing, Zinan Li, Hongxiang Gao, Xiangyu Zhang, Chenxi Yang, Chengyu Liu 0001, Jianqin Li. embc 2021: 1423-1426 [doi]

Motion Assisted Video-based Stereo MatchingShengyu Gao, Hongyu Wang, Teng Wang, Yang Wang, Xiangyu Zhang, Xin Lou. apccas 2021: 57-60 [doi]

Robust Multi-Source Direction of Arrival Estimation Using a Single Acoustic Vector SensorJianhua Geng, Sifan Wang, Juan Li, Jingwei Li, Xiangyu Zhang, Xin Lou. apccas 2021: 161-164 [doi]

PyART: Python API Recommendation in Real-TimeXincheng He, Lei Xu, Xiangyu Zhang, Rui Hao, Yang Feng, Baowen Xu. ICSE 2021: 246-247 [doi]

PyART: Python API Recommendation in Real-TimeXincheng He, Lei Xu, Xiangyu Zhang, Rui Hao, Yang Feng, Baowen Xu. ICSE 2021: 1634-1645 [doi]

User Association and Power Allocation Based on Unsupervised Graph Model in Ultra-Dense NetworkKunlin Hou, Qinzhen Xu, Xiangyu Zhang, Yongming Huang, Luxi Yang. wcnc 2021: 1-6 [doi]

PHYSFRAME: type checking physical frames of reference for robotic systemsSayali Kate, Michael Chinn, Hongjun Choi, Xiangyu Zhang, Sebastian G. Elbaum. FSE 2021: 45-56 [doi]

Complexity Analysis of Three-Dimensional Fractional-Order Chaotic System Based on Entropy TheoryGuohui Li, Xiangyu Zhang, Hong Yang. access, 9:73012-73028, 2021. [doi]

Stereo Point Cloud Refinement for 3D Object DetectionWangchao Liu, Teng Wang, Yang Wang, Xiangyu Zhang, Xin Lou. apccas 2021: 61-64 [doi]

Implicit Feature Refinement for Instance SegmentationLufan Ma, Tiancai Wang, Bin Dong, Jiangpeng Yan, Xiu Li, Xiangyu Zhang. mm 2021: 3088-3096 [doi]

Co-mining: Self-Supervised Learning for Sparsely Annotated Object DetectionTiancai Wang, Tong Yang, Jiale Cao, Xiangyu Zhang. AAAI 2021: 2800-2808 [doi]

Exposing numerical bugs in deep learning via gradient back-propagationMing Yan, Junjie Chen, Xiangyu Zhang, Lin Tan, Gan Wang, Zan Wang. FSE 2021: 627-638 [doi]

Design and Implementation of Full Adder in One-Transistor-One-Resistor RRAM ArrayXiangyu Zhang, Feng Wei, Xiaoyan Liu, Xiaole Cui. asicon 2021: 1-4 [doi]

Learning to Navigate for Secure UAV CommunicationXiangyu Zhang, Shu Xu, Luxi Yang. globecom 2021: 1-6 [doi]

Spatial Non-Maximum Suppression for Object Detection using Correlation and Dynamic ThresholdsXiangyu Zhang, Wenyan Su, Juan Li, Jingwei Li, Xin Lou. isocc 2021: 264-265 [doi]

A neural network architecture optimizer based on DARTS and generative adversarial learningTing Zhang, Muhammad Waqas 0001, Hao Shen, Zhaoying Liu, Xiangyu Zhang, Yujian Li, Zahid Halim, Sheng Chen. isci, 581:448-468, 2021. [doi]

2020

Learning Delicate Local Representations for Multi-person Pose EstimationYuanhao Cai, Zhicheng Wang, Zhengxiong Luo, Binyi Yin, Angang Du, Haoqian Wang, Xiangyu Zhang, Xinyu Zhou, Erjin Zhou, Jian Sun. eccv 2020: 455-472 [doi]

Structure Design and Characteristic Analysis of Compound-Driven Unit for Pipeline RobotJun Chen, Xianli Cao, Haigang Xu, Xiangyu Zhang, Zongquan Deng. icarm 2020: 353-358 [doi]

MPG-Net: Multi-Prediction Guided Network for Segmentation of Retinal Layers in OCT ImagesZeyu Fu, Yang Sun, Xiangyu Zhang, Scott Stainton, Shaun Barney, Jeffry Hogg, William Innes, Satnam Singh Dlay. eusipco 2020: 1299-1303 [doi]

Single Path One-Shot Neural Architecture Search with Uniform SamplingZichao Guo, Xiangyu Zhang, Haoyuan Mu, Wen Heng, Zechun Liu, Yichen Wei, Jian Sun. eccv 2020: 544-560 [doi]

Angle-Based Search Space Shrinking for Neural Architecture SearchYiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun. eccv 2020: 119-134 [doi]

Learning Dynamic Routing for Semantic SegmentationYanwei Li, Lin Song, Yukang Chen, Zeming Li, Xiangyu Zhang, Xingang Wang, Jian Sun. cvpr 2020: 8550-8559 [doi]

Complexity Analysis and Synchronization Control of Fractional-Order Jafari-Sprott Chaotic SystemGuohui Li, Xiangyu Zhang, Hong Yang. access, 8:53360-53373, 2020. [doi]

Weight-Dependent Gates for Differentiable Neural Network PruningYun Li, Weiqun Wu, Zechun Liu, Chi Zhang, Xiangyu Zhang, Haotian Yao, Baoqun Yin. eccv 2020: 23-37 [doi]

Towards Programming and Verification for Activity-Oriented Smart Home SystemsXuansong Li, Wei Song, Xiangyu Zhang. ASE 2020: 1270-1272 [doi]

WATCHER: in-situ failure diagnosisHongyu Liu, Sam Silvestro, Xiangyu Zhang, Jian Huang, Tongping Liu. PACMPL, 4(OOPSLA), 2020. [doi]

Impact analysis of cross-project bugs on software ecosystemsWanwangying Ma, Lin Chen, Xiangyu Zhang, Yang Feng, Zhaogui Xu, Zhifei Chen, Yuming Zhou, Baowen Xu. ICSE 2020: 100-111 [doi]

Glasses-Free 3-D and Augmented Reality Display Advances: From Theory to ImplementationPhil Surman, Xiangyu Zhang, WeiTao Song, Xinxing Xia, Shizheng Wang, Yuanjin Zheng. ieeemm, 27(1):17-26, 2020. [doi]

TRADER: trace divergence analysis and embedding regulation for debugging recurrent neural networksGuanhong Tao, ShiQing Ma, Yingqi Liu, Qiuling Xu, Xiangyu Zhang. ICSE 2020: 986-998 [doi]

Attentive Normalization for Conditional Image GenerationYi Wang, Ying-Cong Chen, Xiangyu Zhang, Jian Sun, Jiaya Jia. cvpr 2020: 5093-5102 [doi]

How Android developers handle evolution-induced API compatibility issues: a large-scale studyHao Xia, Yuan Zhang 0009, Yingtian Zhou, Xiaoting Chen, Yang Wang, Xiangyu Zhang, Shuaishuai Cui, Geng Hong, Xiaohan Zhang, Min Yang 0001, Zhemin Yang. ICSE 2020: 886-898 [doi]

Towards Stabilizing Batch Statistics in Backward Propagation of Batch NormalizationJunjie Yan, Ruosi Wan, Xiangyu Zhang, Wei Zhang 0016, Yichen Wei, Jian Sun 0015. iclr 2020: [doi]

UIScope: Accurate, Instrumentation-free, and Visible Attack Investigation for GUI ApplicationsRunqing Yang, ShiQing Ma, Haitao Xu, Xiangyu Zhang, Yan Chen 0004. ndss 2020: [doi]

PRBN: A Pipelined Implementation of RBN for CNN TrainingZhijie Yang, Lei Wang 0011, Xiangyu Zhang, Dong Ding, Chuan Xie, Li Luo. aca 2020: 117-131 [doi]

PMP: Cost-effective Forced Execution with Probabilistic Memory Pre-planningWei You, Zhuo Zhang 0002, Yonghwi Kwon, Yousra Aafer, Fei Peng, Yu Shi, Carson Harmon, Xiangyu Zhang. sp 2020: 1121-1138 [doi]

CPC: automatically classifying and propagating natural language comments via program analysisJuan Zhai, Xiangzhe Xu, Yu Shi, Guanhong Tao, Minxue Pan, ShiQing Ma, Lei Xu, Weifeng Zhang, Lin Tan, Xiangyu Zhang. ICSE 2020: 1359-1371 [doi]

Restoring Distribution System Under Renewable Uncertainty Using Reinforcement LearningXiangyu Zhang, Abinet Tesfaye Eseye, Bernard Knueven, Wesley Jones. smartgridcomm 2020: 1-6 [doi]

Cooperative Load Scheduling for Multiple Aggregators Using Hierarchical ADMMXiangyu Zhang, Dave Biagioni, Peter Graf, Jennifer King. isgt 2020: 1-5 [doi]

An IoT-Based Thermal Model Learning Framework for Smart BuildingsXiangyu Zhang, Manisa Pipattanasomporn, Tao Chen, Saifur Rahman. iotj, 7(1):518-527, 2020. [doi]

Exploring the Application of BIM Technology in Bridge InspectionXiaojian Zhang, Zhuopeng Shi, Jiwu Liu, Kai Han, Weiyang Yan, Xiangyu Zhang, Qi Li. icite 2020: 446-450 [doi]

2019

Signal Quality Assessment and Lightweight QRS Detection for Wearable ECG SmartVest SystemChengyu Liu 0001, Xiangyu Zhang, Lina Zhao, Feifei Liu, Xingwen Chen, Yingjia Yao, Jianqing Li. iotj, 6(2):1363-1374, 2019. [doi]

Objects365: A Large-Scale, High-Quality Dataset for Object DetectionShuai Shao 0005, Zeming Li, Tianyuan Zhang, Chao Peng, Gang Yu, Xiangyu Zhang, Jing Li, Jian Sun. iccv 2019: 8429-8438 [doi]

Effects of Inferior Myocardial Infarction Sizes and Sites on Simulated Electrocardiograms Based on a Torso-Heart ModelZhipeng Cai, Jianqing Li, Kan Luo, Bor-Shyh Lin, Zhigang Wang, Xiangyu Zhang, Chengyu Liu 0001. access, 7:35470-35479, 2019. [doi]

Phase Partition and Fault Diagnosis of Batch Process Based on KECA Angular SimilarityPeng Chang, Junfei Qiao, Xiangyu Zhang, Ruiwei Lu. access, 7:125676-125687, 2019. [doi]

DetNAS: Backbone Search for Object DetectionYukang Chen, Tong Yang, Xiangyu Zhang, Gaofeng Meng, Xinyu Xiao, Jian Sun. nips 2019: 6638-6648 [doi]

Report on the First Knowledge Graph Reasoning Challenge 2018Takahiro Kawamura, Shusaku Egami, Koutarou Tamura, Yasunori Hokazono, Takanori Ugai, Yusuke Koyanagi, Fumihito Nishino, Seiji Okajima, Katsuhiko Murakami, Kunihiko Takamatsu, Aoi Sugiura, Shun Shiramatsu, Xiangyu Zhang, Kouji Kozaki. jist 2020: 18-34 [doi]

Programming support for autonomizing softwareWen-Chuan Lee, Peng Liu, Yingqi Liu, ShiQing Ma, Xiangyu Zhang. PLDI 2019: 702-716 [doi]

White-Box Program TuningWen-Chuan Lee, Yingqi Liu, Peng Liu, ShiQing Ma, Hongjun Choi, Xiangyu Zhang, Rajiv Gupta 0001. CGO 2019: 122-135 [doi]

MetaPruning: Meta Learning for Automatic Neural Network Channel PruningZechun Liu, Haoyuan Mu, Xiangyu Zhang, Zichao Guo, Xin Yang 0008, Kwang-Ting Cheng, Jian Sun 0015. iccv 2019: 3295-3304 [doi]

ABS: Scanning Neural Networks for Back-doors by Artificial Brain StimulationYingqi Liu, Wen-Chuan Lee, Guanhong Tao, ShiQing Ma, Yousra Aafer, Xiangyu Zhang. ccs 2019: 1265-1282 [doi]

Probabilistic disassemblyKenneth A. Miller, Yonghwi Kwon, Yi Sun, Zhuo Zhang, Xiangyu Zhang, Zhiqiang Lin. ICSE 2019: 1187-1198 [doi]

SemCluster: clustering of imperative programming assignments based on quantitative semantic featuresDavid Mitchel Perry, Dohyeong Kim, Roopsha Samanta, Xiangyu Zhang. PLDI 2019: 860-873 [doi]

I'm tired of demos: an adaptive MR remote collaborative platformPeng Wang, Xiaoliang Bai, Mark Billinghurst, Dechuan Han, Shusheng Zhang, Weiping He, Xiangyu Zhang, Yuxiang Yan. siggrapha 2019: 17-18 [doi]

Why Did Polls or OPOs Get Forecast Wrong? Perceived Bias and Inference of Bias ImpactZheng Xie, Xiangyu Zhang, Chunyang Liu. cybconf 2019: 1-6 [doi]

SLF: fuzzing without valid seed inputsWei You, Xuwei Liu, ShiQing Ma, David Mitchel Perry, Xiangyu Zhang, Bin Liang 0002. ICSE 2019: 712-723 [doi]

ProFuzzer: On-the-fly Input Type Probing for Better Zero-Day Vulnerability DiscoveryWei You, Xueqiang Wang, ShiQing Ma, JianJun Huang, Xiangyu Zhang, Xiaofeng Wang 0001, Bin Liang 0002. sp 2019: 769-786 [doi]

A Dynamic Programming Based TBD Algorithm for Near Space Targets Under Range AmbiguityHongbo Yu, Shuncheng Tan, Qian Cao, Xiangyu Zhang, Lin Li, Qiang Guo. csps 2020: 1029-1037 [doi]

PreMedKB: an integrated precision medicine knowledgebase for interpreting relationships between diseases, genes, variants and drugsYing Yu, Yunjin Wang, Zhaojie Xia, Xiangyu Zhang, Kailiang Jin, Jingcheng Yang, Luyao Ren, Zheng Zhou, Dong Yu, Tao Qing, Chengdong Zhang, Li Jin, Yuanting Zheng, Li Guo 0009, Leming Shi. nar, 47(Database-Issue), 2019. [doi]

Online Data Quality Learning for Quality-Aware CrowdsensingXiangyu Zhang, Xiaowen Gong. secon 2019: 1-9 [doi]

Rolling dice at the nanoscaleXiangyu Zhang, Ramin Bashizade. crossroads, 26(1):18-22, 2019. [doi]

Hypersonic Target Tracking With High Dynamic BiasesXiangyu Zhang, Jingli Huang, Guohong Wang, Lin Li. taes, 55(1):506-510, 2019. [doi]

Machine Learning Prediction on Properties of Nanoporous Materials Utilizing Pore Geometry BarcodesXiangyu Zhang, Jing Cui, Kexin Zhang, Jiasheng Wu, Yongjin Lee. jcisd, 59(11):4636-4644, 2019. [doi]

Automated Refactoring for StampedlockYang Zhang, Shicheng Dong, Xiangyu Zhang, Huan Liu, Dongwen Zhang. access, 7:104900-104911, 2019. [doi]

Improved 3D-QSAR prediction by multiple-conformational alignment: A case study on PTP1B inhibitorsXiangyu Zhang, Jianping Mao, Wei Li, Kazuo Koike, Jian Wang 0019. CANDC, 83, 2019. [doi]

2018

Precise Android API Protection Mapping Derivation and ReasoningYousra Aafer, Guanhong Tao, JianJun Huang, Xiangyu Zhang, Ninghui Li. ccs 2018: 1151-1164 [doi]

Analysis and Experiments for IGBT, IEGT, and IGCT in Hybrid DC Circuit BreakerZhengyu Chen, Zhanqing Yu, Xiangyu Zhang, Tianyu Wei, Gang Lyu, Lu Qu, Yulong Huang, Rong Zeng. tie, 65(4):2883-2892, 2018. [doi]

Detecting Attacks Against Robotic Vehicles: A Control Invariant ApproachHongjun Choi, Wen-Chuan Lee, Yousra Aafer, Fan Fei, Zhan Tu, Xiangyu Zhang, Dongyan Xu, Xinyan Xinyan. ccs 2018: 801-816 [doi]

Cross-Layer Retrofitting of UAVs Against Cyber-Physical AttacksFan Fei, Zhan Tu, Ruikun Yu, TaeGyu Kim, Xiangyu Zhang, Dongyan Xu, Xinyan Deng. icra 2018: 550-557 [doi]

Study of Phase Shift Control in High-Speed Ultrasonic Vibration CuttingXinggang Jiang, Xiangyu Zhang, Xianbin Zhu, He Sui, Deyuan Zhang. tie, 65(3):2467-2474, 2018. [doi]

Phys: probabilistic physical unit assignment and inconsistency detectionSayali Kate, John-Paul Ore, Xiangyu Zhang, Sebastian G. Elbaum, Zhaogui Xu. FSE 2018: 563-573 [doi]

AdBudgetKiller: Online Advertising Budget Draining AttackI Luk Kim, Weihang Wang, Yonghwi Kwon, Yunhui Zheng, Yousra Aafer, Weijie Meng, Xiangyu Zhang. WWW 2018: 297-307 [doi]

Study on the Rigid-Flexible Coupling Dynamics of Welding RobotNa Liu, Xiangyu Zhang, Lin Zhang, Deyong Shang, Yin-Fan Xu. wpc, 102(2):1683-1694, 2018. [doi]

Resource-Efficient Object-Recognition Coprocessor With Parallel Processing of Multiple Scan Windows in 65-nm CMOSAiwen Luo, Fengwei An, Xiangyu Zhang, Lei Chen 0001, Hans Jürgen Mattausch. tvlsi, 26(3):431-444, 2018. [doi]

MODE: automated neural network model debugging via state differential analysis and input selectionShiQing Ma, Yingqi Liu, Wen-Chuan Lee, Xiangyu Zhang, Ananth Grama. FSE 2018: 175-186 [doi]

ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture DesignNingning Ma, Xiangyu Zhang, Hai-Tao Zheng, Jian Sun. eccv 2018: 122-138 [doi]

MegDet: A Large Mini-Batch Object DetectorChao Peng, Tete Xiao, Zeming Li, Yuning Jiang, Xiangyu Zhang, Kai Jia, Gang Yu, Jian Sun. cvpr 2018: 6181-6189 [doi]

Visualizing Multi-document Semantics via Open Domain Information ExtractionYongpan Sheng, Zenglin Xu, Yafang Wang, Xiangyu Zhang, Jia Jia, Zhonghui You, Gerard de Melo. pkdd 2019: 695-699 [doi]

Latest Research at the Advanced Displays Laboratory at NTUPhil Surman, Xiangyu Zhang, WeiTao Song, Xinxing Xia, Shizheng Wang, Yuanjin Zheng. 3dtv 2018: 1-4 [doi]

Attacks Meet Interpretability: Attribute-steered Detection of Adversarial SamplesGuanhong Tao, ShiQing Ma, Yingqi Liu, Xiangyu Zhang. nips 2018: 7728-7739 [doi]

Lprov: Practical Library-aware Provenance TracingFei Wang, Yonghwi Kwon, ShiQing Ma, Xiangyu Zhang, Dongyan Xu. acsac 2018: 605-617 [doi]

Systolic Array Based Accelerator and Algorithm Mapping for Deep Learning AlgorithmsZhijie Yang, Lei Wang, Dong Ding, Xiangyu Zhang, Yu Deng, Shiming Li, Qiang Dou. npc 2018: 153-158 [doi]

MetaAnchor: Learning to Detect Objects with Customized AnchorsTong Yang, Xiangyu Zhang, Zeming Li, Wenqiang Zhang, Jian Sun. nips 2018: 318-328 [doi]

Architecting a Stochastic Computing Unit with Molecular Optical DevicesXiangyu Zhang, Ramin Bashizade, Craig LaBoda, Chris Dwyer, Alvin R. Lebeck. isca 2018: 301-314 [doi]

A Power Disaggregation Approach to Identify Power-Temperature Models of HVAC UnitsXiangyu Zhang, Mengmeng Cai, Manisa Pipattanasomporn, Saifur Rahman. isc2 2018: 1-6 [doi]

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile DevicesXiangyu Zhang, Xinyu Zhou, Mengxiao Lin, Jian Sun. cvpr 2018: 6848-6856 [doi]

ExFuse: Enhancing Feature Fusion for Semantic SegmentationZhenli Zhang, Xiangyu Zhang, Chao Peng, Xiangyang Xue, Jian Sun. eccv 2018: 273-288 [doi]

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