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ORCIDShouling Ji
Person information
- affiliation: Zhejiang University, College of Computer Science and Technology, China
- affiliation (PhD 2016): Georgia Institute of Technology, Atlanta, GA, USA
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2020 – today
- 2023
[j75]Zhenguang Liu, Shuang Wu
, Shuyuan Jin, Shouling Ji, Qi Liu, Shijian Lu, Li Cheng:
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 681-697 (2023)- [j74]Shuiguang Deng, Yishan Chen, Gong Chen, Shouling Ji, Jianwei Yin, Albert Y. Zomaya:
Incentive-Driven Proactive Application Deployment and Pricing on Distributed Edges. IEEE Trans. Mob. Comput. 22(2): 951-967 (2023) - 2022
- [j73]Juan Du, Dajian Zeng, Zhao Li, Jingxuan Liu, Mingqi Lv, Ling Chen, Dan Zhang, Shouling Ji:
An interpretable outcome prediction model based on electronic health records and hierarchical attention. Int. J. Intell. Syst. 37(6): 3460-3479 (2022) - [j72]Lirong Fu, Shouling Ji, Changchang Liu, Peiyu Liu, Fuzheng Duan, Zonghui Wang, Whenzhi Chen, Ting Wang:
Focus : Function clone identification on cross-platform. Int. J. Intell. Syst. 37(8): 5082-5112 (2022) - [j71]Tianyu Du, Shouling Ji, Bo Wang, Sirui He, Jinfeng Li, Bo Li, Tao Wei, Yunhan Jia, Raheem Beyah, Ting Wang:
DetectS ec: Evaluating the robustness of object detection models to adversarial attacks. Int. J. Intell. Syst. 37(9): 6463-6492 (2022) - [j70]Yuwei Li, Shouling Ji, Chenyang Lyu, Yuan Chen, Jianhai Chen, Qinchen Gu, Chunming Wu, Raheem Beyah:
V-Fuzz: Vulnerability Prediction-Assisted Evolutionary Fuzzing for Binary Programs. IEEE Trans. Cybern. 52(5): 3745-3756 (2022) - [j69]Chenghui Shi, Xiaogang Xu, Shouling Ji, Kai Bu, Jianhai Chen, Raheem Beyah, Ting Wang:
Adversarial CAPTCHAs. IEEE Trans. Cybern. 52(7): 6095-6108 (2022) - [j68]Binbin Zhao, Shouling Ji, Wei-Han Lee, Changting Lin, Haiqin Weng, Jingzheng Wu, Pan Zhou, Liming Fang, Raheem Beyah:
A Large-Scale Empirical Study on the Vulnerability of Deployed IoT Devices. IEEE Trans. Dependable Secur. Comput. 19(3): 1826-1840 (2022) - [j67]Zhangjie Fu, Yueyan Zhi, Shouling Ji, Xingming Sun:
Remote Attacks on Drones Vision Sensors: An Empirical Study. IEEE Trans. Dependable Secur. Comput. 19(5): 3125-3135 (2022) - [j66]Qinchen Gu, David Formby, Shouling Ji, Brendan Saltaformaggio, Anu G. Bourgeois, Raheem Beyah:
This Hacker Knows Physics: Device Physics Aware Mimicry Attacks in Cyber-Physical Systems. IEEE Trans. Dependable Secur. Comput. 19(5): 3218-3230 (2022) - [j65]Liming Fang, Minghui Li, Zhe Liu, Changting Lin, Shouling Ji, Anni Zhou, Willy Susilo, Chunpeng Ge:
A Secure and Authenticated Mobile Payment Protocol Against Off-Site Attack Strategy. IEEE Trans. Dependable Secur. Comput. 19(5): 3564-3578 (2022) - [j64]Changjiang Li, Shouling Ji, Haiqin Weng, Bo Li, Jie Shi, Raheem Beyah, Shanqing Guo, Zonghui Wang, Ting Wang:
Towards Certifying the Asymmetric Robustness for Neural Networks: Quantification and Applications. IEEE Trans. Dependable Secur. Comput. 19(6): 3987-4001 (2022) - [j63]Haibin Zheng, Jinyin Chen, Hang Du, Weipeng Zhu, Shouling Ji, Xuhong Zhang:
GRIP-GAN: An Attack-Free Defense Through General Robust Inverse Perturbation. IEEE Trans. Dependable Secur. Comput. 19(6): 4204-4224 (2022) - [j62]Hanlu Wu, Tengfei Ma, Lingfei Wu, Fangli Xu, Shouling Ji:
Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing. ACM Trans. Knowl. Discov. Data 16(2): 27:1-27:18 (2022) - [j61]Mingqi Lv, Dajian Zeng, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji:
Private Cell-ID Trajectory Prediction Using Multi-Graph Embedding and Encoder-Decoder Network. IEEE Trans. Mob. Comput. 21(8): 2967-2977 (2022) - [c123]Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang:
"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution. CCS 2022: 1157-1171 - [c122]Qingyang Zhou, Qiushi Wu, Dinghao Liu, Shouling Ji, Kangjie Lu:
Non-Distinguishable Inconsistencies as a Deterministic Oracle for Detecting Security Bugs. CCS 2022: 3253-3267 - [c121]Yi Cao, Sihao Hu, Yu Gong, Zhao Li, Yazheng Yang, Qingwen Liu, Shouling Ji:
GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction. CIKM 2022: 2964-2973 - [c120]Ren Pang, Zheng Zhang, Xiangshan Gao, Zhaohan Xi, Shouling Ji, Peng Cheng, Xiapu Luo, Ting Wang:
TrojanZoo: Towards Unified, Holistic, and Practical Evaluation of Neural Backdoors. EuroS&P 2022: 684-702 - [c119]Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen:
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. ICSE 2022: 1519-1531 - [c118]Xiang Ling, Lingfei Wu, Wei Deng, Zhenqing Qu, Jiangyu Zhang, Sheng Zhang, Tengfei Ma, Bin Wang, Chunming Wu, Shouling Ji:
MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection. INFOCOM 2022: 1998-2007 - [c117]Chenyang Lyu, Hong Liang, Shouling Ji, Xuhong Zhang, Binbin Zhao, Meng Han, Yun Li, Zhe Wang, Wenhai Wang, Raheem Beyah:
SLIME: program-sensitive energy allocation for fuzzing. ISSTA 2022: 365-377 - [c116]Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah:
A large-scale empirical analysis of the vulnerabilities introduced by third-party components in IoT firmware. ISSTA 2022: 442-454 - [c115]Chenyang Lyu, Shouling Ji, Xuhong Zhang, Hong Liang, Binbin Zhao, Kangjie Lu, Raheem Beyah:
EMS: History-Driven Mutation for Coverage-based Fuzzing. NDSS 2022 - [c114]Jialuo Chen, Jingyi Wang, Tinglan Peng, Youcheng Sun, Peng Cheng, Shouling Ji, Xingjun Ma, Bo Li, Dawn Song:
Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models. IEEE Symposium on Security and Privacy 2022: 824-841 - [c113]Yuhao Mao, Chong Fu, Saizhuo Wang, Shouling Ji, Xuhong Zhang, Zhenguang Liu, Jun Zhou, Alex X. Liu, Raheem Beyah, Ting Wang:
Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings. IEEE Symposium on Security and Privacy 2022: 1423-1439 - [c112]Chong Fu, Xuhong Zhang, Shouling Ji, Jinyin Chen, Jingzheng Wu, Shanqing Guo, Jun Zhou, Alex X. Liu, Ting Wang:
Label Inference Attacks Against Vertical Federated Learning. USENIX Security Symposium 2022: 1397-1414 - [c111]Changjiang Li, Li Wang, Shouling Ji, Xuhong Zhang, Zhaohan Xi, Shanqing Guo, Ting Wang:
Seeing is Living? Rethinking the Security of Facial Liveness Verification in the Deepfake Era. USENIX Security Symposium 2022: 2673-2690 - [c110]Ren Pang, Zhaohan Xi, Shouling Ji, Xiapu Luo, Ting Wang:
On the Security Risks of AutoML. USENIX Security Symposium 2022: 3953-3970 - [i63]Changjiang Li, Li Wang, Shouling Ji, Xuhong Zhang, Zhaohan Xi, Shanqing Guo, Ting Wang:
Seeing is Living? Rethinking the Security of Facial Liveness Verification in the Deepfake Era. CoRR abs/2202.10673 (2022) - [i62]Sihao Hu, Yi Cao, Yu Gong, Zhao Li, Yazheng Yang, Qingwen Liu, Wengwu Ou, Shouling Ji:
GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction. CoRR abs/2202.11525 (2022) - [i61]Dayong Ye, Huiqiang Chen, Shuai Zhou, Tianqing Zhu, Wanlei Zhou, Shouling Ji:
Model Inversion Attack against Transfer Learning: Inverting a Model without Accessing It. CoRR abs/2203.06570 (2022) - [i60]Yuhao Mao, Chong Fu, Saizhuo Wang, Shouling Ji, Xuhong Zhang, Zhenguang Liu, Jun Zhou, Alex X. Liu, Raheem Beyah, Ting Wang:
Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings. CoRR abs/2204.04063 (2022) - [i59]Yangkai Du, Tengfei Ma, Lingfei Wu, Yiming Wu, Xuhong Zhang, Bo Long, Shouling Ji:
Improving Long Tailed Document-Level Relation Extraction via Easy Relation Augmentation and Contrastive Learning. CoRR abs/2205.10511 (2022) - [i58]Xiangshan Gao, Xingjun Ma, Jingyi Wang, Youcheng Sun, Bo Li, Shouling Ji, Peng Cheng, Jiming Chen:
VeriFi: Towards Verifiable Federated Unlearning. CoRR abs/2205.12709 (2022) - [i57]Qinying Wang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Yuhong Kan, Zhaowei Lin, Changting Lin, Shuiguang Deng, Alex X. Liu, Raheem Beyah:
MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols. CoRR abs/2208.08751 (2022) - [i56]Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang:
"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution. CoRR abs/2209.01782 (2022) - [i55]Zhaohan Xi, Ren Pang, Changjiang Li, Tianyu Du, Shouling Ji, Fenglong Ma, Ting Wang:
Reasoning over Multi-view Knowledge Graphs. CoRR abs/2209.13702 (2022) - [i54]Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang:
Demystifying Self-supervised Trojan Attacks. CoRR abs/2210.07346 (2022) - [i53]Ren Pang, Changjiang Li, Zhaohan Xi, Shouling Ji, Ting Wang:
The Dark Side of AutoML: Towards Architectural Backdoor Search. CoRR abs/2210.12179 (2022) - [i52]Pengyu Qiu, Xuhong Zhang, Shouling Ji, Changjiang Li, Yuwen Pu, Xing Yang, Ting Wang:
Hijack Vertical Federated Learning Models with Adversarial Embedding. CoRR abs/2212.00322 (2022) - [i51]Pengyu Qiu, Xuhong Zhang, Shouling Ji, Yuwen Pu, Ting Wang:
All You Need Is Hashing: Defending Against Data Reconstruction Attack in Vertical Federated Learning. CoRR abs/2212.00325 (2022) - [i50]Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah:
One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT Firmware. CoRR abs/2212.13716 (2022) - [i49]Rongkuan Ma, Qiang Wei, Jingyi Wang, Shunkai Zhu, Shouling Ji, Peng Cheng, Yan Jia, Qingxian Wang:
Towards Comprehensively Understanding the Run-time Security of Programmable Logic Controllers: A 3-year Empirical Study. CoRR abs/2212.14296 (2022) - 2021
- [j60]Jinyin Chen, Haibin Zheng, Hui Xiong, Ruoxi Chen, Tianyu Du, Zhen Hong, Shouling Ji:
FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique. Comput. Secur. 104: 102220 (2021) - [j59]Jianfeng Dong, Zhongzi Long, Xiaofeng Mao, Changting Lin, Yuan He, Shouling Ji:
Multi-level Alignment Network for Domain Adaptive Cross-modal Retrieval. Neurocomputing 440: 207-219 (2021) - [j58]Jinyin Chen, Haibin Zheng, Wenchang Shangguan, Liangying Liu, Shouling Ji:
ACT-Detector: Adaptive channel transformation-based light-weighted detector for adversarial attacks. Inf. Sci. 564: 163-192 (2021) - [j57]Haiqin Weng, Shouling Ji, Changchang Liu, Ting Wang, Qinming He, Jianhai Chen:
Fast-RCM: Fast Tree-Based Unsupervised Rare-Class Mining. IEEE Trans. Cybern. 51(10): 5198-5211 (2021) - [j56]Kun He, Jing Chen, Quan Yuan, Shouling Ji, Debiao He, Ruiying Du:
Dynamic Group-Oriented Provable Data Possession in the Cloud. IEEE Trans. Dependable Secur. Comput. 18(3): 1394-1408 (2021) - [j55]Xurong Li, Shouling Ji, Meng Han, Juntao Ji, Zhenyu Ren, Yushan Liu, Chunming Wu:
Adversarial Examples versus Cloud-Based Detectors: A Black-Box Empirical Study. IEEE Trans. Dependable Secur. Comput. 18(4): 1933-1949 (2021) - [j54]Chengkun Wei, Qinchen Gu, Shouling Ji, Wenzhi Chen, Zonghui Wang, Raheem Beyah:
OB-WSPES: A Uniform Evaluation System for Obfuscation-Based Web Search Privacy. IEEE Trans. Dependable Secur. Comput. 18(6): 2719-2735 (2021) - [j53]Qianjun Liu, Shouling Ji, Changchang Liu, Chunming Wu:
A Practical Black-Box Attack on Source Code Authorship Identification Classifiers. IEEE Trans. Inf. Forensics Secur. 16: 3620-3633 (2021) - [j52]Jianfeng Dong, Zhe Ma, Xiaofeng Mao, Xun Yang, Yuan He, Richang Hong, Shouling Ji:
Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning. IEEE Trans. Image Process. 30: 8410-8425 (2021) - [j51]Mingqi Lv, Zhaoxiong Hong, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji:
Temporal Multi-Graph Convolutional Network for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 22(6): 3337-3348 (2021) - [j50]Xiang Ling, Lingfei Wu, Saizhuo Wang, Gaoning Pan, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji:
Deep Graph Matching and Searching for Semantic Code Retrieval. ACM Trans. Knowl. Discov. Data 15(5): 88:1-88:21 (2021) - [j49]Jianhai Chen, Deshi Ye, Zhenguang Liu, Shouling Ji, Qinming He, Yang Xiang:
A Truthful and Near-Optimal Mechanism for Colocation Emergency Demand Response. IEEE Trans. Mob. Comput. 20(9): 2728-2744 (2021) - [c109]Zhenguang Liu, Kedi Lyu, Shuang Wu, Haipeng Chen, Yanbin Hao, Shouling Ji:
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction. AAAI 2021: 2225-2232 - [c108]Xinyang Zhang, Ren Pang, Shouling Ji, Fenglong Ma, Ting Wang:
i-Algebra: Towards Interactive Interpretability of Deep Neural Networks. AAAI 2021: 11691-11698 - [c107]Aiping Zhang, Kui Liu, Liming Fang, Qianjun Liu, Xinyu Yun, Shouling Ji:
Learn To Align: A Code Alignment Network For Code Clone Detection. APSEC 2021: 1-11 - [c106]Tianyu Du, Shouling Ji, Lujia Shen, Yao Zhang, Jinfeng Li, Jie Shi, Chengfang Fang, Jianwei Yin, Raheem Beyah, Ting Wang:
Cert-RNN: Towards Certifying the Robustness of Recurrent Neural Networks. CCS 2021: 516-534 - [c105]Lirong Fu, Shouling Ji, Kangjie Lu, Peiyu Liu, Xuhong Zhang, Yuxuan Duan, Zihui Zhang, Wenzhi Chen, Yanjun Wu:
CPscan: Detecting Bugs Caused by Code Pruning in IoT Kernels. CCS 2021: 794-810 - [c104]Linkang Du, Zhikun Zhang, Shaojie Bai, Changchang Liu, Shouling Ji, Peng Cheng, Jiming Chen:
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy. CCS 2021: 1266-1288 - [c103]Dinghao Liu, Qiushi Wu, Shouling Ji, Kangjie Lu, Zhenguang Liu, Jianhai Chen, Qinming He:
Detecting Missed Security Operations Through Differential Checking of Object-based Similar Paths. CCS 2021: 1627-1644 - [c102]Gaoning Pan, Xingwei Lin, Xuhong Zhang, Yongkang Jia, Shouling Ji, Chunming Wu, Xinlei Ying, Jiashui Wang, Yanjun Wu:
V-Shuttle: Scalable and Semantics-Aware Hypervisor Virtual Device Fuzzing. CCS 2021: 2197-2213 - [c101]Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang:
Backdoor Pre-trained Models Can Transfer to All. CCS 2021: 3141-3158 - [c100]Zhenguang Liu, Haoming Chen, Runyang Feng, Shuang Wu, Shouling Ji, Bailin Yang, Xun Wang:
Deep Dual Consecutive Network for Human Pose Estimation. CVPR 2021: 525-534 - [c99]Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Bo Long, Shouling Ji:
Constructing contrastive samples via summarization for text classification with limited annotations. EMNLP (Findings) 2021: 1365-1376 - [c98]Xinyang Zhang, Zheng Zhang, Shouling Ji, Ting Wang:
Trojaning Language Models for Fun and Profit. EuroS&P 2021: 179-197 - [c97]Zhixiao Fu, Xinyuan Chen, Jianfeng Dong, Shouling Ji:
Multi-Order Adversarial Representation Learning for Composed Query Image Retrieval. ICASSP 2021: 1685-1689 - [c96]Zhe Ma, Fenghao Liu, Jianfeng Dong, Xiaoye Qu, Yuan He, Shouling Ji:
Hierarchical Similarity Learning for Language-Based Product Image Retrieval. ICASSP 2021: 4335-4339 - [c95]Jinfeng Li, Tianyu Du, Xiangyu Liu, Rong Zhang, Hui Xue, Shouling Ji:
Enhancing Model Robustness by Incorporating Adversarial Knowledge into Semantic Representation. ICASSP 2021: 7708-7712 - [c94]Sihao Hu, Xuhong Zhang, Junfeng Zhou, Shouling Ji, Jiaqi Yuan, Zhao Li, Zhipeng Wang, Qi Chen, Qinming He, Liming Fang:
Turbo: Fraud Detection in Deposit-free Leasing Service via Real-Time Behavior Network Mining. ICDE 2021: 2583-2594 - [c93]Zhenguang Liu, Peng Qian, Xiang Wang, Lei Zhu, Qinming He, Shouling Ji:
Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion. IJCAI 2021: 2751-2759 - [c92]Meng Jia, Kun He, Jing Chen, Ruiying Du, Weihang Chen, Zhihong Tian, Shouling Ji:
PROCESS: Privacy-Preserving On-Chain Certificate Status Service. INFOCOM 2021: 1-10 - [c91]Peiyu Liu, Shouling Ji, Xuhong Zhang, Qinming Dai, Kangjie Lu, Lirong Fu, Wenzhi Chen, Peng Cheng, Wenhai Wang, Raheem Beyah:
IFIZZ: Deep-State and Efficient Fault-Scenario Generation to Test IoT Firmware. ASE 2021: 805-816 - [c90]Zuohui Chen, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang:
Detecting Adversarial Samples with Graph-Guided Testing. ASE 2021: 1196-1198 - [c89]Zhaohan Xi, Ren Pang, Shouling Ji, Ting Wang:
Graph Backdoor. USENIX Security Symposium 2021: 1523-1540 - [c88]Yuwei Li, Shouling Ji, Yuan Chen, Sizhuang Liang, Wei-Han Lee, Yueyao Chen, Chenyang Lyu, Chunming Wu, Raheem Beyah, Peng Cheng, Kangjie Lu, Ting Wang:
UNIFUZZ: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers. USENIX Security Symposium 2021: 2777-2794 - [c87]Qinying Wang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Yuhong Kan, Zhaowei Lin, Changting Lin, Shuiguang Deng, Alex X. Liu, Raheem Beyah:
MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols. USENIX Security Symposium 2021: 4205-4222 - [i48]Xinyang Zhang, Ren Pang, Shouling Ji, Fenglong Ma, Ting Wang:
i-Algebra: Towards Interactive Interpretability of Deep Neural Networks. CoRR abs/2101.09301 (2021) - [i47]Qi Zheng, Jianfeng Dong, Xiaoye Qu, Xun Yang, Shouling Ji, Xun Wang:
Progressive Localization Networks for Language-based Moment Localization. CoRR abs/2102.01282 (2021) - [i46]Zhe Ma, Fenghao Liu, Jianfeng Dong, Xiaoye Qu, Yuan He, Shouling Ji:
Hierarchical Similarity Learning for Language-based Product Image Retrieval. CoRR abs/2102.09375 (2021) - [i45]Jinfeng Li, Tianyu Du, Xiangyu Liu, Rong Zhang, Hui Xue, Shouling Ji:
Enhancing Model Robustness By Incorporating Adversarial Knowledge Into Semantic Representation. CoRR abs/2102.11584 (2021) - [i44]Zhenguang Liu, Haoming Chen, Runyang Feng, Shuang Wu, Shouling Ji, Bailin Yang, Xun Wang:
Deep Dual Consecutive Network for Human Pose Estimation. CoRR abs/2103.07254 (2021) - [i43]Zhenguang Liu, Kedi Lyu, Shuang Wu, Haipeng Chen, Yanbin Hao, Shouling Ji:
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction. CoRR abs/2103.09755 (2021) - [i42]Rui Wang, Zhihua Wei, Shouling Ji, Zhen Hong:
EfficientTDNN: Efficient Architecture Search for Speaker Recognition in the Wild. CoRR abs/2103.13581 (2021) - [i41]Jianfeng Dong, Zhe Ma, Xiaofeng Mao, Xun Yang, Yuan He, Richang Hong, Shouling Ji:
Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning. CoRR abs/2104.02429 (2021) - [i40]Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Shouling Ji:
Constructing Contrastive samples via Summarization for Text Classification with limited annotations. CoRR abs/2104.05094 (2021) - [i39]Zhenguang Liu, Peng Qian, Xiang Wang, Lei Zhu, Qinming He, Shouling Ji:
Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion. CoRR abs/2106.09282 (2021) - [i38]Zuohui Chen, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang:
GGT: Graph-Guided Testing for Adversarial Sample Detection of Deep Neural Network. CoRR abs/2107.07043 (2021) - [i37]Ren Pang, Zhaohan Xi, Shouling Ji, Xiapu Luo, Ting Wang:
On the Security Risks of AutoML. CoRR abs/2110.06018 (2021) - [i36]Linkang Du, Zhikun Zhang, Shaojie Bai, Changchang Liu, Shouling Ji, Peng Cheng, Jiming Chen:
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy. CoRR abs/2110.07505 (2021) - [i35]Zhaohan Xi, Ren Pang, Changjiang Li, Shouling Ji, Xiapu Luo, Xusheng Xiao, Ting Wang:
Towards Robust Reasoning over Knowledge Graphs. CoRR abs/2110.14693 (2021) - [i34]Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang:
Backdoor Pre-trained Models Can Transfer to All. CoRR abs/2111.00197 (2021) - [i33]Jialuo Chen, Jingyi Wang, Tinglan Peng, Youcheng Sun, Peng Cheng, Shouling Ji, Xingjun Ma, Bo Li, Dawn Song:
Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models. CoRR abs/2112.05588 (2021) - [i32]Xiang Ling, Lingfei Wu, Jiangyu Zhang, Zhenqing Qu, Wei Deng, Xiang Chen, Chunming Wu, Shouling Ji, Tianyue Luo, Jingzheng Wu, Yanjun Wu:
Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art. CoRR abs/2112.12310 (2021) - [i31]Ruoxi Chen, Haibo Jin, Jinyin Chen, Haibin Zheng, Yue Yu, Shouling Ji:
NIP: Neuron-level Inverse Perturbation Against Adversarial Attacks. CoRR abs/2112.13060 (2021) - [i30]Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen:
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. CoRR abs/2112.13214 (2021) - [i29]Zhenguang Liu, Shuang Wu, Shuyuan Jin, Shouling Ji, Qi Liu, Shijian Lu, Li Cheng:
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction. CoRR abs/2112.15012 (2021) - 2020
- [j48]Lujia Shen, Qianjun Liu, Gong Chen, Shouling Ji:
Text-based price recommendation system for online rental houses. Big Data Min. Anal. 3(2): 143-152 (2020) - [j47]Xurong Li, Shouling Ji, Juntao Ji, Zhenyu Ren, Chunming Wu, Bo Li, Ting Wang:
Adversarial examples detection through the sensitivity in space mappings. IET Comput. Vis. 14(5): 201-213 (2020) - [j46]Liming Fang, Yang Li, Xinyu Yun, Zhenyu Wen, Shouling Ji, Weizhi Meng, Zehong Cao, Muhammad Tanveer:
THP: A Novel Authentication Scheme to Prevent Multiple Attacks in SDN-Based IoT Network. IEEE Internet Things J. 7(7): 5745-5759 (2020) - [j45]Fei Wang, Yifan Lei, Zhenguang Liu, Xun Wang, Shouling Ji, Anthony K. H. Tung:
Fast and parameter-light rare behavior detection in maritime trajectories. Inf. Process. Manag. 57(5): 102268 (2020) - [j44]Liming Fang, Hongwei Zhu, Boqing Lv, Zhe Liu, Weizhi Meng, Yu Yu, Shouling Ji, Zehong Cao:
HandiText: Handwriting Recognition Based on Dynamic Characteristics with Incremental LSTM. Trans. Data Sci. 1(4): 25:1-25:18 (2020) - [j43]Chengkun Wei, Shouling Ji, Changchang Liu, Wenzhi Chen, Ting Wang:
AsgLDP: Collecting and Generating Decentralized Attributed Graphs With Local Differential Privacy. IEEE Trans. Inf. Forensics Secur. 15: 3239-3254 (2020) - [j42]Pan Zhou, Qiben Yan, Kehao Wang, Zichuan Xu, Shouling Ji, Kaigui Bian:
Jamsa: A Utility Optimal Contextual Online Learning Framework for Anti-Jamming Wireless Scheduling Under Reactive Jamming Attack. IEEE Trans. Netw. Sci. Eng. 7