Aircraft Recognition Based on Landmark Detection in Remote Sensing Images. - An Zhao; Kun Fu 001; Siyue Wang; Jiawei Zuo; Yuhang Zhang 006; Yanfeng Hu; Hongqi Wang (IEEE Geosci. Remote. Sens. Lett., 2017)

Defending DNN Adversarial Attacks with Pruning and Logits Augmentation. - Siyue Wang; Xiao Wang 028; Shaokai Ye; Pu Zhao 001; Xue Lin 001 (GlobalSIP, 2018)

Defensive dropout for hardening deep neural networks under adversarial attacks. - Siyue Wang; Xiao Wang 028; Pu Zhao 001; Wujie Wen; David R. Kaeli; Peter Chin 001; Xue Lin 001 (ICCAD, 2018)

Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks. - Yanzhi Wang; Zheng Zhan 001; Liang Zhao 002; Jian Tang 008; Siyue Wang; Jiayu Li; Bo Yuan 001; Wujie Wen; Xue Lin 001 (AAAI, 2019)

Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks. - Pu Zhao 001; Siyue Wang; Cheng Gongye; Yanzhi Wang; Yunsi Fei; Xue Lin 001 (DAC, 2019)

E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs. - Zhe Li 001; Caiwen Ding; Siyue Wang; Wujie Wen; Youwei Zhuo; Chang Liu; Qinru Qiu; Wenyao Xu; Xue Lin 001; Xuehai Qian; Yanzhi Wang (HPCA, 2019)

Aerial Image and Map Synthesis Using Generative Adversarial Networks. - Jun Gu; Yue Zhang; Wenkai Zhang; Hongfeng Yu; Siyue Wang; Yaoling Wang; Lei Wang (IGARSS, 2019)

Effective Classification of Local Climate Zones Based on Multi-Source Remote Sensing Data. - Hao Jing; Yingchao Feng; Wenkai Zhang; Yue Zhang 016; Siyue Wang; Kun Fu 001; Kaiqiang Chen (IGARSS, 2019)

Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses. - Xiao Wang 028; Siyue Wang; Pin-Yu Chen; Yanzhi Wang; Brian Kulis; Xue Lin 001; Sang Chin 001 (IJCAI, 2019)

Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent. - Pu Zhao 001; Pin-Yu Chen; Siyue Wang; Xue Lin 001 (AAAI, 2020)

RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition. - Peiyan Dong; Siyue Wang; Wei Niu 002; Chengming Zhang 006; Sheng Lin 001; Zhengang Li; Yifan Gong 004; Bin Ren; Xue Lin 001; Dingwen Tao (DAC, 2020)

AdvMS: A Multi-Source Multi-Cost Defense Against Adversarial Attacks. - Xiao Wang 028; Siyue Wang; Pin-Yu Chen; Xue Lin 001; Peter Chin 001 (ICASSP, 2020)

Block Switching: A Stochastic Approach for Deep Learning Security. - Xiao Wang 028; Siyue Wang; Pin-Yu Chen; Xue Lin 001; Peter Chin 001 (CoRR, 2020)

RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition. - Peiyan Dong; Siyue Wang; Wei Niu 002; Chengming Zhang 006; Sheng Lin 001; Zhengang Li; Yifan Gong 004; Bin Ren; Xue Lin 001; Yanzhi Wang; Dingwen Tao (CoRR, 2020)

Intrinsic Examples: Robust Fingerprinting of Deep Neural Networks. - Siyue Wang; Pu Zhao 001; Xiao Wang 028; Sang Chin 001; Thomas Wahl; Yunsi Fei; Qi Alfred Chen; Xue Lin 001 (BMVC, 2021)

Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks. - Siyue Wang; Xiao Wang 028; Pin-Yu Chen; Pu Zhao 001; Xue Lin 001 (IJCAI, 2021)

MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge. - Geng Yuan; Xiaolong Ma; Wei Niu 002; Zhengang Li; Zhenglun Kong; Ning Liu 007; Yifan Gong 004; Zheng Zhan 001; Chaoyang He 001; Qing Jin; Siyue Wang; Minghai Qin; et al. (NeurIPS, 2021)

High-Robustness, Low-Transferability Fingerprinting of Neural Networks. - Siyue Wang; Xiao Wang 028; Pin-Yu Chen; Pu Zhao 001; Xue Lin 001 (CoRR, 2021)

Fault-Tolerant Deep Neural Networks for Processing-In-Memory based Autonomous Edge Systems. - Siyue Wang; Geng Yuan; Xiaolong Ma; Yanyu Li; Xue Lin 001; Bhavya Kailkhura (DATE, 2022)

EMShepherd: Detecting Adversarial Samples via Side-channel Leakage. - Ruyi Ding; Cheng Gongye; Siyue Wang; A. Adam Ding; Yunsi Fei (AsiaCCS, 2023)

Research and Application Based on Probability Statistics and Gaussian Mixture Clustering. - Siyue Wang; Fangtong Liu; Xiaojun Niu (CIPAE, 2024)

EscIRL: Evolving Self-Contrastive IRL for Trajectory Prediction in Autonomous Driving. - Siyue Wang; Zhaorun Chen; Zhuokai Zhao; Chaoli Mao; Yiyang Zhou; Jiayu He; Albert Sibo Hu (CoRL, 2024)

Detection and Recovery Against Deep Neural Network Fault Injection Attacks Based on Contrastive Learning. - Chenan Wang; Pu Zhao 001; Siyue Wang; Xue Lin 001 (CoRR, 2024)

AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks. - Jiacen Xu; Jack W. Stokes; Geoff McDonald; Xuesong Bai; David Marshall 001; Siyue Wang; Adith Swaminathan; Zhou Li 001 (CoRR, 2024)

Social network analysis method of teaching constraints and development approach of online courses. - Siyue Wang; Weisheng Wang (Int. J. Netw. Virtual Organisations, 2025)

RepILN: Reparameterized Inertial Localization Network. - Shanshan Zhang; Tianshui Wen; Siyue Wang; Qi Zhang; Ziheng Zhou; Lingxiang Zheng; Yu Yang (CoRR, 2025)

FTIN: Frequency-Time Integration Network for Inertial Odometry. - Shanshan Zhang; Qi Zhang; Siyue Wang; Tianshui Wen; Ziheng Zhou; Lingxiang Zheng; Yu Yang (CoRR, 2025)

DWSFormer: A Lightweight Inertial Odometry Network for Complex Motion Modeling. - Shanshan Zhang; Qi Zhang; Siyue Wang; Tianshui Wen; Ziheng Zhou; Lingxiang Zheng; Yu Yang (CoRR, 2025)

ResKACNNet: A Residual ChebyKAN Network for Inertial Odometry. - Shanshan Zhang; Tianshui Wen; Siyue Wang; Qi Zhang; Ziheng Zhou; Huiru Zheng; Lingxiang Zheng; Yu Yang (CoRR, 2025)

IONext: Unlocking the Next Era of Inertial Odometry. - Shanshan Zhang; Siyue Wang; Tianshui Wen; Qi Zhang; Ziheng Zhou; Lingxiang Zheng; Yu Yang (CoRR, 2025)