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BibTeX records: Yingqi Liu
@inproceedings{DBLP:conf/iclr/LiuL0S0C25, author = {Yingqi Liu and Qinglun Li and Jie Tang and Yifan Shi and Li Shen and Xiaochun Cao}, title = {Understanding the Stability-based Generalization of Personalized Federated Learning}, booktitle = {The Thirteenth International Conference on Learning Representations, {ICLR} 2025, Singapore, April 24-28, 2025}, publisher = {OpenReview.net}, year = {2025}, url = {https://openreview.net/forum?id=znhZbonEoe}, timestamp = {Thu, 10 Jul 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/LiuL0S0C25.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LiuHLLYHQD24, author = {Yingqi Liu and Jingwen He and Yihao Liu and Xinqi Lin and Fanghua Yu and Jinfan Hu and Yu Qiao and Chao Dong}, title = {AdaptBIR: Adaptive Blind Image Restoration with latent diffusion prior for higher fidelity}, journal = {Pattern Recognit.}, volume = {155}, pages = {110659}, year = {2024}, url = {https://doi.org/10.1016/j.patcog.2024.110659}, doi = {10.1016/J.PATCOG.2024.110659}, timestamp = {Tue, 17 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/LiuHLLYHQD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/GaoLLGZ24, author = {Fei Gao and Jinshuo Liu and Yingqi Liu and Zhenhai Gao and Rui Zhao}, title = {Multi-Attack Intrusion Detection for In-Vehicle {CAN-FD} Messages}, journal = {Sensors}, volume = {24}, number = {11}, pages = {3461}, year = {2024}, url = {https://doi.org/10.3390/s24113461}, doi = {10.3390/S24113461}, timestamp = {Thu, 01 May 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sensors/GaoLLGZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acsac/00010WMALS0M024, author = {Guanhong Tao and Siyuan Cheng and Zhenting Wang and Shiqing Ma and Shengwei An and Yingqi Liu and Guangyu Shen and Zhuo Zhang and Yunshu Mao and Xiangyu Zhang}, title = {Exploring Inherent Backdoors in Deep Learning Models}, booktitle = {Annual Computer Security Applications Conference, {ACSAC} 2024, Honolulu, HI, USA, December 9-13, 2024}, pages = {923--939}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ACSAC63791.2024.00078}, doi = {10.1109/ACSAC63791.2024.00078}, timestamp = {Mon, 07 Apr 2025 15:25:50 +0200}, biburl = {https://dblp.org/rec/conf/acsac/00010WMALS0M024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiuSWL0024, author = {Yingqi Liu and Yifan Shi and Baoyuan Wu and Qinglun Li and Xueqian Wang and Li Shen}, title = {Decentralized Directed Collaboration for Personalized Federated Learning}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024}, pages = {23168--23178}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CVPR52733.2024.02186}, doi = {10.1109/CVPR52733.2024.02186}, timestamp = {Fri, 04 Jul 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/LiuSWL0024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/00050LSA0X0M024, author = {Siyuan Cheng and Guanhong Tao and Yingqi Liu and Guangyu Shen and Shengwei An and Shiwei Feng and Xiangzhe Xu and Kaiyuan Zhang and Shiqing Ma and Xiangyu Zhang}, title = {Lotus: Evasive and Resilient Backdoor Attacks through Sub-Partitioning}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024}, pages = {24798--24809}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/CVPR52733.2024.02342}, doi = {10.1109/CVPR52733.2024.02342}, timestamp = {Fri, 04 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/00050LSA0X0M024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-17188, author = {Siyuan Cheng and Guanhong Tao and Yingqi Liu and Guangyu Shen and Shengwei An and Shiwei Feng and Xiangzhe Xu and Kaiyuan Zhang and Shiqing Ma and Xiangyu Zhang}, title = {{LOTUS:} Evasive and Resilient Backdoor Attacks through Sub-Partitioning}, journal = {CoRR}, volume = {abs/2403.17188}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.17188}, doi = {10.48550/ARXIV.2403.17188}, eprinttype = {arXiv}, eprint = {2403.17188}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-17188.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-17876, author = {Yingqi Liu and Yifan Shi and Qinglun Li and Baoyuan Wu and Xueqian Wang and Li Shen}, title = {Decentralized Directed Collaboration for Personalized Federated Learning}, journal = {CoRR}, volume = {abs/2405.17876}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.17876}, doi = {10.48550/ARXIV.2405.17876}, eprinttype = {arXiv}, eprint = {2405.17876}, timestamp = {Fri, 21 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-17876.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2410-07272, author = {Qinglun Li and Miao Zhang and Yingqi Liu and Quanjun Yin and Li Shen and Xiaochun Cao}, title = {Boosting the Performance of Decentralized Federated Learning via Catalyst Acceleration}, journal = {CoRR}, volume = {abs/2410.07272}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2410.07272}, doi = {10.48550/ARXIV.2410.07272}, eprinttype = {arXiv}, eprint = {2410.07272}, timestamp = {Mon, 18 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2410-07272.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2411-07519, author = {Muhammed Fatih Bulut and Acar Tamersoy and Naveed Ahmad and Yingqi Liu and Lloyd G. Greenwald}, title = {{TIPS:} Threat Actor Informed Prioritization of Applications using SecEncoder}, journal = {CoRR}, volume = {abs/2411.07519}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2411.07519}, doi = {10.48550/ARXIV.2411.07519}, eprinttype = {arXiv}, eprint = {2411.07519}, timestamp = {Wed, 01 Jan 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2411-07519.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2411-07528, author = {Muhammed Fatih Bulut and Yingqi Liu and Naveed Ahmad and Maximilian Turner and Sami Ait Ouahmane and Cameron Andrews and Lloyd G. Greenwald}, title = {SecEncoder: Logs are All You Need in Security}, journal = {CoRR}, volume = {abs/2411.07528}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2411.07528}, doi = {10.48550/ARXIV.2411.07528}, eprinttype = {arXiv}, eprint = {2411.07528}, timestamp = {Wed, 01 Jan 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2411-07528.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/0002T0SXL0M023, author = {Shiwei Feng and Guanhong Tao and Siyuan Cheng and Guangyu Shen and Xiangzhe Xu and Yingqi Liu and Kaiyuan Zhang and Shiqing Ma and Xiangyu Zhang}, title = {Detecting Backdoors in Pre-trained Encoders}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023}, pages = {16352--16362}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPR52729.2023.01569}, doi = {10.1109/CVPR52729.2023.01569}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/0002T0SXL0M023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/XuTHLAS0023, author = {Qiuling Xu and Guanhong Tao and Jean Honorio and Yingqi Liu and Shengwei An and Guangyu Shen and Siyuan Cheng and Xiangyu Zhang}, title = {{MEDIC:} Remove Model Backdoors via Importance Driven Cloning}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023}, pages = {20485--20494}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPR52729.2023.01962}, doi = {10.1109/CVPR52729.2023.01962}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/XuTHLAS0023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ShiLWS0T23, author = {Yifan Shi and Yingqi Liu and Kang Wei and Li Shen and Xueqian Wang and Dacheng Tao}, title = {Make Landscape Flatter in Differentially Private Federated Learning}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023}, pages = {24552--24562}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPR52729.2023.02352}, doi = {10.1109/CVPR52729.2023.02352}, timestamp = {Tue, 05 Aug 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/ShiLWS0T23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/0002TX0AL0SCM023, author = {Kaiyuan Zhang and Guanhong Tao and Qiuling Xu and Siyuan Cheng and Shengwei An and Yingqi Liu and Shiwei Feng and Guangyu Shen and Pin{-}Yu Chen and Shiqing Ma and Xiangyu Zhang}, title = {{FLIP:} {A} Provable Defense Framework for Backdoor Mitigation in Federated Learning}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/forum?id=Xo2E217\_M4n}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/0002TX0AL0SCM023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ndss/0005TLAX0S0XM023, author = {Siyuan Cheng and Guanhong Tao and Yingqi Liu and Shengwei An and Xiangzhe Xu and Shiwei Feng and Guangyu Shen and Kaiyuan Zhang and Qiuling Xu and Shiqing Ma and Xiangyu Zhang}, title = {{BEAGLE:} Forensics of Deep Learning Backdoor Attack for Better Defense}, booktitle = {30th Annual Network and Distributed System Security Symposium, {NDSS} 2023, San Diego, California, USA, February 27 - March 3, 2023}, publisher = {The Internet Society}, year = {2023}, url = {https://www.ndss-symposium.org/ndss-paper/beagle-forensics-of-deep-learning-backdoor-attack-for-better-defense/}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ndss/0005TLAX0S0XM023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Shen000LAM023, author = {Guangyu Shen and Siyuan Cheng and Guanhong Tao and Kaiyuan Zhang and Yingqi Liu and Shengwei An and Shiqing Ma and Xiangyu Zhang}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/a102d6cb996be3482c059c1e18bbe523-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Shen000LAM023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sp/AnYXMTCZLSKZ23, author = {Shengwei An and Yuan Yao and Qiuling Xu and Shiqing Ma and Guanhong Tao and Siyuan Cheng and Kaiyuan Zhang and Yingqi Liu and Guangyu Shen and Ian Kelk and Xiangyu Zhang}, title = {ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes}, booktitle = {44th {IEEE} Symposium on Security and Privacy, {SP} 2023, San Francisco, CA, USA, May 21-25, 2023}, pages = {899--916}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SP46215.2023.10179360}, doi = {10.1109/SP46215.2023.10179360}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sp/AnYXMTCZLSKZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uss/0002TSAXLYW023, author = {Zhuo Zhang and Guanhong Tao and Guangyu Shen and Shengwei An and Qiuling Xu and Yingqi Liu and Yapeng Ye and Yaoxuan Wu and Xiangyu Zhang}, editor = {Joseph A. Calandrino and Carmela Troncoso}, title = {{PELICAN:} Exploiting Backdoors of Naturally Trained Deep Learning Models In Binary Code Analysis}, booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim, CA, USA, August 9-11, 2023}, pages = {2365--2382}, publisher = {{USENIX} Association}, year = {2023}, url = {https://www.usenix.org/conference/usenixsecurity23/presentation/zhang-zhuo-pelican}, timestamp = {Wed, 18 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uss/0002TSAXLYW023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-06241, author = {Siyuan Cheng and Guanhong Tao and Yingqi Liu and Shengwei An and Xiangzhe Xu and Shiwei Feng and Guangyu Shen and Kaiyuan Zhang and Qiuling Xu and Shiqing Ma and Xiangyu Zhang}, title = {{BEAGLE:} Forensics of Deep Learning Backdoor Attack for Better Defense}, journal = {CoRR}, volume = {abs/2301.06241}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.06241}, doi = {10.48550/ARXIV.2301.06241}, eprinttype = {arXiv}, eprint = {2301.06241}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-06241.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-11242, author = {Yifan Shi and Yingqi Liu and Kang Wei and Li Shen and Xueqian Wang and Dacheng Tao}, title = {Make Landscape Flatter in Differentially Private Federated Learning}, journal = {CoRR}, volume = {abs/2303.11242}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.11242}, doi = {10.48550/ARXIV.2303.11242}, eprinttype = {arXiv}, eprint = {2303.11242}, timestamp = {Tue, 05 Aug 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-11242.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-15180, author = {Shiwei Feng and Guanhong Tao and Siyuan Cheng and Guangyu Shen and Xiangzhe Xu and Yingqi Liu and Kaiyuan Zhang and Shiqing Ma and Xiangyu Zhang}, title = {Detecting Backdoors in Pre-trained Encoders}, journal = {CoRR}, volume = {abs/2303.15180}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.15180}, doi = {10.48550/ARXIV.2303.15180}, eprinttype = {arXiv}, eprint = {2303.15180}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-15180.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-00873, author = {Yifan Shi and Kang Wei and Li Shen and Yingqi Liu and Xueqian Wang and Bo Yuan and Dacheng Tao}, title = {Towards the Flatter Landscape and Better Generalization in Federated Learning under Client-level Differential Privacy}, journal = {CoRR}, volume = {abs/2305.00873}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.00873}, doi = {10.48550/ARXIV.2305.00873}, eprinttype = {arXiv}, eprint = {2305.00873}, timestamp = {Tue, 05 Aug 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-00873.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-15157, author = {Yifan Shi and Yingqi Liu and Yan Sun and Zihao Lin and Li Shen and Xueqian Wang and Dacheng Tao}, title = {Towards More Suitable Personalization in Federated Learning via Decentralized Partial Model Training}, journal = {CoRR}, volume = {abs/2305.15157}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.15157}, doi = {10.48550/ARXIV.2305.15157}, eprinttype = {arXiv}, eprint = {2305.15157}, timestamp = {Tue, 05 Aug 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-15157.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/ChenTLLBH22, author = {Xiaoyu Chen and Zhijie Teng and Yingqi Liu and Jun Lu and Lianfa Bai and Jing Han}, title = {Infrared-Visible Image Fusion Based on Semantic Guidance and Visual Perception}, journal = {Entropy}, volume = {24}, number = {10}, pages = {1327}, year = {2022}, url = {https://doi.org/10.3390/e24101327}, doi = {10.3390/E24101327}, timestamp = {Wed, 18 Dec 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/entropy/ChenTLLBH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/Chen0LCZ0T22, author = {Wenchao Chen and Bo Chen and Yingqi Liu and Xuefei Cao and Qianru Zhao and Hao Zhang and Long Tian}, title = {Max-Margin Deep Diverse Latent Dirichlet Allocation With Continual Learning}, journal = {{IEEE} Trans. Cybern.}, volume = {52}, number = {7}, pages = {5639--5653}, year = {2022}, url = {https://doi.org/10.1109/TCYB.2020.3044915}, doi = {10.1109/TCYB.2020.3044915}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcyb/Chen0LCZ0T22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiLCCGQD22, author = {Zheyuan Li and Yingqi Liu and Xiangyu Chen and Haoming Cai and Jinjin Gu and Yu Qiao and Chao Dong}, title = {Blueprint Separable Residual Network for Efficient Image Super-Resolution}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022}, pages = {832--842}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPRW56347.2022.00099}, doi = {10.1109/CVPRW56347.2022.00099}, timestamp = {Tue, 17 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/LiLCCGQD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiZTGKLLDLZCHLL22, author = {Yawei Li and Kai Zhang and Radu Timofte and Luc Van Gool and Fangyuan Kong and Mingxi Li and Songwei Liu and Zongcai Du and Ding Liu and Chenhui Zhou and Jingyi Chen and Qingrui Han and Zheyuan Li and Yingqi Liu and Xiangyu Chen and Haoming Cai and Yu Qiao and Chao Dong and Long Sun and Jinshan Pan and Yi Zhu and Zhikai Zong and Xiaoxiao Liu and Zheng Hui and Tao Yang and Peiran Ren and Xuansong Xie and Xian{-}Sheng Hua and Yanbo Wang and Xiaozhong Ji and Chuming Lin and Donghao Luo and Ying Tai and Chengjie Wang and Zhizhong Zhang and Yuan Xie and Shen Cheng and Ziwei Luo and Lei Yu and Zhihong Wen and Qi Wu and Youwei Li and Haoqiang Fan and Jian Sun and Shuaicheng Liu and Yuanfei Huang and Meiguang Jin and Hua Huang and Jing Liu and Xinjian Zhang and Yan Wang and Lingshun Long and Gen Li and Yuanfan Zhang and Zuowei Cao and Lei Sun and Panaetov Alexander and Yucong Wang and Minjie Cai and Li Wang and Lu Tian and Zheyuan Wang and Hongbing Ma and Jie Liu and Chao Chen and Yidong Cai and Jie Tang and Gangshan Wu and Weiran Wang and Shirui Huang and Honglei Lu and Huan Liu and Keyan Wang and Jun Chen and Shi Chen and Yuchun Miao and Zimo Huang and Lefei Zhang and Mustafa Ayazoglu and Wei Xiong and Chengyi Xiong and Fei Wang and Hao Li and Ruimian Wen and Zhijing Yang and Wenbin Zou and Weixin Zheng and Tian Ye and Yuncheng Zhang and Xiangzhen Kong and Aditya Arora and Syed Waqas Zamir and Salman H. Khan and Munawar Hayat and Fahad Shahbaz Khan and Dandan Gao and Dengwen Zhou and Qian Ning and Jingzhu Tang and Han Huang and Yufei Wang and Zhangheng Peng and Haobo Li and Wenxue Guan and Shenghua Gong and Xin Li and Jun Liu and Wanjun Wang and Kun Zeng and Hanjiang Lin and Xinyu Chen and Jinsheng Fang}, title = {{NTIRE} 2022 Challenge on Efficient Super-Resolution: Methods and Results}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022}, pages = {1061--1101}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPRW56347.2022.00118}, doi = {10.1109/CVPRW56347.2022.00118}, timestamp = {Fri, 25 Jul 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/LiZTGKLLDLZCHLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/TaoSLAXML022, author = {Guanhong Tao and Guangyu Shen and Yingqi Liu and Shengwei An and Qiuling Xu and Shiqing Ma and Pan Li and Xiangyu Zhang}, title = {Better Trigger Inversion Optimization in Backdoor Scanning}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {13358--13368}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.01301}, doi = {10.1109/CVPR52688.2022.01301}, timestamp = {Sun, 19 Jan 2025 13:39:04 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/TaoSLAXML022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiuSTWM022, author = {Yingqi Liu and Guangyu Shen and Guanhong Tao and Zhenting Wang and Shiqing Ma and Xiangyu Zhang}, title = {Complex Backdoor Detection by Symmetric Feature Differencing}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {14983--14993}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.01458}, doi = {10.1109/CVPR52688.2022.01458}, timestamp = {Sat, 31 May 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/LiuSTWM022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/ZhouCGLLCQD22, author = {Lin Zhou and Haoming Cai and Jinjin Gu and Zheyuan Li and Yingqi Liu and Xiangyu Chen and Yu Qiao and Chao Dong}, editor = {Leonid Karlinsky and Tomer Michaeli and Ko Nishino}, title = {Efficient Image Super-Resolution Using Vast-Receptive-Field Attention}, booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {13802}, pages = {256--272}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-25063-7\_16}, doi = {10.1007/978-3-031-25063-7\_16}, timestamp = {Thu, 01 May 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/ZhouCGLLCQD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ShenLTX0AM022, author = {Guangyu Shen and Yingqi Liu and Guanhong Tao and Qiuling Xu and Zhuo Zhang and Shengwei An and Shiqing Ma and Xiangyu Zhang}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Constrained Optimization with Dynamic Bound-scaling for Effective {NLP} Backdoor Defense}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {19879--19892}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/shen22e.html}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ShenLTX0AM022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icufn/QiuCWYZLMLLD22, author = {Kun Qiu and Harry Chang and Ying Wang and Xiahui Yu and Wenjun Zhu and Yingqi Liu and Jianwei Ma and Weigang Li and Xiaobo Liu and Shuo Dai}, title = {Traffic Analytics Development Kits {(TADK):} Enable Real-Time {AI} Inference in Networking Apps}, booktitle = {Thirteenth International Conference on Ubiquitous and Future Networks, {ICUFN} 2022, Barcelona, Spain, July 5-8, 2022}, pages = {392--398}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICUFN55119.2022.9829628}, doi = {10.1109/ICUFN55119.2022.9829628}, timestamp = {Wed, 01 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icufn/QiuCWYZLMLLD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ndss/TaoXLSAX0022, author = {Guanhong Tao and Qiuling Xu and Yingqi Liu and Guangyu Shen and Shengwei An and Jingwei Xu and Xiangyu Zhang and Yuan Yao}, title = {{MIRROR:} Model Inversion for Deep LearningNetwork with High Fidelity}, booktitle = {29th Annual Network and Distributed System Security Symposium, {NDSS} 2022, San Diego, California, USA, April 24-28, 2022}, publisher = {The Internet Society}, year = {2022}, url = {https://www.ndss-symposium.org/ndss-paper/auto-draft-203/}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ndss/TaoXLSAX0022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sp/TaoLSXA0022, author = {Guanhong Tao and Yingqi Liu and Guangyu Shen and Qiuling Xu and Shengwei An and Zhuo Zhang and Xiangyu Zhang}, title = {Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security}, booktitle = {43rd {IEEE} Symposium on Security and Privacy, {SP} 2022, San Francisco, CA, USA, May 22-26, 2022}, pages = {1372--1389}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SP46214.2022.9833688}, doi = {10.1109/SP46214.2022.9833688}, timestamp = {Mon, 03 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sp/TaoLSXA0022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sp/LiuSTAM022, author = {Yingqi Liu and Guangyu Shen and Guanhong Tao and Shengwei An and Shiqing Ma and Xiangyu Zhang}, title = {Piccolo: Exposing Complex Backdoors in {NLP} Transformer Models}, booktitle = {43rd {IEEE} Symposium on Security and Privacy, {SP} 2022, San Francisco, CA, USA, May 22-26, 2022}, pages = {2025--2042}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SP46214.2022.9833579}, doi = {10.1109/SP46214.2022.9833579}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sp/LiuSTAM022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-05749, author = {Guangyu Shen and Yingqi Liu and Guanhong Tao and Qiuling Xu and Zhuo Zhang and Shengwei An and Shiqing Ma and Xiangyu Zhang}, title = {Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense}, journal = {CoRR}, volume = {abs/2202.05749}, year = {2022}, url = {https://arxiv.org/abs/2202.05749}, eprinttype = {arXiv}, eprint = {2202.05749}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-05749.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-05675, author = {Yawei Li and Kai Zhang and Radu Timofte and Luc Van Gool and Fangyuan Kong and Mingxi Li and Songwei Liu and Zongcai Du and Ding Liu and Chenhui Zhou and Jingyi Chen and Qingrui Han and Zheyuan Li and Yingqi Liu and Xiangyu Chen and Haoming Cai and Yu Qiao and Chao Dong and Long Sun and Jinshan Pan and Yi Zhu and Zhikai Zong and Xiaoxiao Liu and Zheng Hui and Tao Yang and Peiran Ren and Xuansong Xie and Xian{-}Sheng Hua and Yanbo Wang and Xiaozhong Ji and Chuming Lin and Donghao Luo and Ying Tai and Chengjie Wang and Zhizhong Zhang and Yuan Xie and Shen Cheng and Ziwei Luo and Lei Yu and Zhihong Wen and Qi Wu and Youwei Li and Haoqiang Fan and Jian Sun and Shuaicheng Liu and Yuanfei Huang and Meiguang Jin and Hua Huang and Jing Liu and Xinjian Zhang and Yan Wang and Lingshun Long and Gen Li and Yuanfan Zhang and Zuowei Cao and Lei Sun and Panaetov Alexander and Yucong Wang and Minjie Cai and Li Wang and Lu Tian and Zheyuan Wang and Hongbing Ma and Jie Liu and Chao Chen and Yidong Cai and et al.}, title = {{NTIRE} 2022 Challenge on Efficient Super-Resolution: Methods and Results}, journal = {CoRR}, volume = {abs/2205.05675}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.05675}, doi = {10.48550/ARXIV.2205.05675}, eprinttype = {arXiv}, eprint = {2205.05675}, timestamp = {Thu, 24 Jul 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-05675.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-05996, author = {Zheyuan Li and Yingqi Liu and Xiangyu Chen and Haoming Cai and Jinjin Gu and Yu Qiao and Chao Dong}, title = {Blueprint Separable Residual Network for Efficient Image Super-Resolution}, journal = {CoRR}, volume = {abs/2205.05996}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.05996}, doi = {10.48550/ARXIV.2205.05996}, eprinttype = {arXiv}, eprint = {2205.05996}, timestamp = {Thu, 01 May 2025 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-05996.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-09272, author = {Guanhong Tao and Yingqi Liu and Siyuan Cheng and Shengwei An and Zhuo Zhang and Qiuling Xu and Guangyu Shen and Xiangyu Zhang}, title = {{DECK:} Model Hardening for Defending Pervasive Backdoors}, journal = {CoRR}, volume = {abs/2206.09272}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.09272}, doi = {10.48550/ARXIV.2206.09272}, eprinttype = {arXiv}, eprint = {2206.09272}, timestamp = {Mon, 03 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-09272.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-07558, author = {Kun Qiu and Harry Chang and Ying Wang and Xiahui Yu and Wenjun Zhu and Yingqi Liu and Jianwei Ma and Weigang Li and Xiaobo Liu and Shuo Dai}, title = {Traffic Analytics Development Kits {(TADK):} Enable Real-Time {AI} Inference in Networking Apps}, journal = {CoRR}, volume = {abs/2208.07558}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.07558}, doi = {10.48550/ARXIV.2208.07558}, eprinttype = {arXiv}, eprint = {2208.07558}, timestamp = {Wed, 01 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-07558.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-05960, author = {Lin Zhou and Haoming Cai and Jinjin Gu and Zheyuan Li and Yingqi Liu and Xiangyu Chen and Yu Qiao and Chao Dong}, title = {Efficient Image Super-Resolution using Vast-Receptive-Field Attention}, journal = {CoRR}, volume = {abs/2210.05960}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.05960}, doi = {10.48550/ARXIV.2210.05960}, eprinttype = {arXiv}, eprint = {2210.05960}, timestamp = {Tue, 17 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-05960.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-12873, author = {Kaiyuan Zhang and Guanhong Tao and Qiuling Xu and Siyuan Cheng and Shengwei An and Yingqi Liu and Shiwei Feng and Guangyu Shen and Pin{-}Yu Chen and Shiqing Ma and Xiangyu Zhang}, title = {{FLIP:} {A} Provable Defense Framework for Backdoor Mitigation in Federated Learning}, journal = {CoRR}, volume = {abs/2210.12873}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.12873}, doi = {10.48550/ARXIV.2210.12873}, eprinttype = {arXiv}, eprint = {2210.12873}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-12873.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-15929, author = {Guanhong Tao and Zhenting Wang and Siyuan Cheng and Shiqing Ma and Shengwei An and Yingqi Liu and Guangyu Shen and Zhuo Zhang and Yunshu Mao and Xiangyu Zhang}, title = {Backdoor Vulnerabilities in Normally Trained Deep Learning Models}, journal = {CoRR}, volume = {abs/2211.15929}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.15929}, doi = {10.48550/ARXIV.2211.15929}, eprinttype = {arXiv}, eprint = {2211.15929}, timestamp = {Mon, 03 Mar 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-15929.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/ChenLZ21, author = {Ruijun Chen and Yingqi Liu and Fei Zhou}, title = {Turning Danger into Safety: The Origin, Research Context and Theoretical Framework of Organizational Resilience}, journal = {{IEEE} Access}, volume = {9}, pages = {48899--48913}, year = {2021}, url = {https://doi.org/10.1109/ACCESS.2021.3069301}, doi = {10.1109/ACCESS.2021.3069301}, timestamp = {Thu, 29 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/ChenLZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/0005LMZ21, author = {Siyuan Cheng and Yingqi Liu and Shiqing Ma and Xiangyu Zhang}, title = {Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {1148--1156}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i2.16201}, doi = {10.1609/AAAI.V35I2.16201}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/0005LMZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ShenLTAX0M021, author = {Guangyu Shen and Yingqi Liu and Guanhong Tao and Shengwei An and Qiuling Xu and Siyuan Cheng and Shiqing Ma and Xiangyu Zhang}, editor = {Marina Meila and Tong Zhang}, title = {Backdoor Scanning for Deep Neural Networks through K-Arm Optimization}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {9525--9536}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/shen21c.html}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ShenLTAX0M021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-05123, author = {Guangyu Shen and Yingqi Liu and Guanhong Tao and Shengwei An and Qiuling Xu and Siyuan Cheng and Shiqing Ma and Xiangyu Zhang}, title = {Backdoor Scanning for Deep Neural Networks through K-Arm Optimization}, journal = {CoRR}, volume = {abs/2102.05123}, year = {2021}, url = {https://arxiv.org/abs/2102.05123}, eprinttype = {arXiv}, eprint = {2102.05123}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-05123.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-08820, author = {Yingqi Liu and Guangyu Shen and Guanhong Tao and Zhenting Wang and Shiqing Ma and Xiangyu Zhang}, title = {{EX-RAY:} Distinguishing Injected Backdoor from Natural Features in Neural Networks by Examining Differential Feature Symmetry}, journal = {CoRR}, volume = {abs/2103.08820}, year = {2021}, url = {https://arxiv.org/abs/2103.08820}, eprinttype = {arXiv}, eprint = {2103.08820}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-08820.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/WanCLYLJ20, author = {Jinwei Wan and Bo Chen and Yingqi Liu and Yijun Yuan and Hongwei Liu and Lin Jin}, title = {Recognizing the {HRRP} by Combining {CNN} and BiRNN With Attention Mechanism}, journal = {{IEEE} Access}, volume = {8}, pages = {20828--20837}, year = {2020}, url = {https://doi.org/10.1109/ACCESS.2020.2969450}, doi = {10.1109/ACCESS.2020.2969450}, timestamp = {Mon, 01 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/WanCLYLJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jss/LinXL020, author = {Junyu Lin and Lei Xu and Yingqi Liu and Xiangyu Zhang}, title = {Black-box adversarial sample generation based on differential evolution}, journal = {J. Syst. Softw.}, volume = {170}, pages = {110767}, year = {2020}, url = {https://doi.org/10.1016/j.jss.2020.110767}, doi = {10.1016/J.JSS.2020.110767}, timestamp = {Tue, 04 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jss/LinXL020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/LinXL020, author = {Junyu Lin and Lei Xu and Yingqi Liu and Xiangyu Zhang}, editor = {Jay Ligatti and Xinming Ou and Jonathan Katz and Giovanni Vigna}, title = {Composite Backdoor Attack for Deep Neural Network by Mixing Existing Benign Features}, booktitle = {{CCS} '20: 2020 {ACM} {SIGSAC} Conference on Computer and Communications Security, Virtual Event, USA, November 9-13, 2020}, pages = {113--131}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3372297.3423362}, doi = {10.1145/3372297.3423362}, timestamp = {Sun, 19 Jan 2025 13:26:35 +0100}, biburl = {https://dblp.org/rec/conf/ccs/LinXL020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/TaoMLXZ20, author = {Guanhong Tao and Shiqing Ma and Yingqi Liu and Qiuling Xu and Xiangyu Zhang}, editor = {Gregg Rothermel and Doo{-}Hwan Bae}, title = {{TRADER:} trace divergence analysis and embedding regulation for debugging recurrent neural networks}, booktitle = {{ICSE} '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June - 19 July, 2020}, pages = {986--998}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3377811.3380423}, doi = {10.1145/3377811.3380423}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icse/TaoMLXZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-15310, author = {Junyu Lin and Lei Xu and Yingqi Liu and Xiangyu Zhang}, title = {Black-box Adversarial Sample Generation Based on Differential Evolution}, journal = {CoRR}, volume = {abs/2007.15310}, year = {2020}, url = {https://arxiv.org/abs/2007.15310}, eprinttype = {arXiv}, eprint = {2007.15310}, timestamp = {Mon, 17 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-15310.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-11212, author = {Siyuan Cheng and Yingqi Liu and Shiqing Ma and Xiangyu Zhang}, title = {Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification}, journal = {CoRR}, volume = {abs/2012.11212}, year = {2020}, url = {https://arxiv.org/abs/2012.11212}, eprinttype = {arXiv}, eprint = {2012.11212}, timestamp = {Tue, 05 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-11212.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/LiuLTMAZ19, author = {Yingqi Liu and Wen{-}Chuan Lee and Guanhong Tao and Shiqing Ma and Yousra Aafer and Xiangyu Zhang}, editor = {Lorenzo Cavallaro and Johannes Kinder and XiaoFeng Wang and Jonathan Katz}, title = {{ABS:} Scanning Neural Networks for Back-doors by Artificial Brain Stimulation}, booktitle = {Proceedings of the 2019 {ACM} {SIGSAC} Conference on Computer and Communications Security, {CCS} 2019, London, UK, November 11-15, 2019}, pages = {1265--1282}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3319535.3363216}, doi = {10.1145/3319535.3363216}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ccs/LiuLTMAZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cgo/LeeLLMCZ019, author = {Wen{-}Chuan Lee and Yingqi Liu and Peng Liu and Shiqing Ma and Hongjun Choi and Xiangyu Zhang and Rajiv Gupta}, editor = {Mahmut Taylan Kandemir and Alexandra Jimborean and Tipp Moseley}, title = {White-Box Program Tuning}, booktitle = {{IEEE/ACM} International Symposium on Code Generation and Optimization, {CGO} 2019, Washington, DC, USA, February 16-20, 2019}, pages = {122--135}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/CGO.2019.8661177}, doi = {10.1109/CGO.2019.8661177}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cgo/LeeLLMCZ019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iceme/ZhouLX19, author = {Fei Zhou and Yingqi Liu and Rui Xi}, title = {Research on Comprehensive Evaluation System of Property Service Enterprises}, booktitle = {Proceedings of the 10th International Conference on E-business, Management and Economics, {ICEME} 2019, Beijing, China, July 15-17, 2019}, pages = {85--89}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3345035.3345060}, doi = {10.1145/3345035.3345060}, timestamp = {Fri, 03 Mar 2023 12:44:16 +0100}, biburl = {https://dblp.org/rec/conf/iceme/ZhouLX19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ndss/MaLTL019, author = {Shiqing Ma and Yingqi Liu and Guanhong Tao and Wen{-}Chuan Lee and Xiangyu Zhang}, title = {{NIC:} Detecting Adversarial Samples with Neural Network Invariant Checking}, booktitle = {26th Annual Network and Distributed System Security Symposium, {NDSS} 2019, San Diego, California, USA, February 24-27, 2019}, publisher = {The Internet Society}, year = {2019}, url = {https://www.ndss-symposium.org/ndss-paper/nic-detecting-adversarial-samples-with-neural-network-invariant-checking/}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ndss/MaLTL019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pldi/LeeLLMZ19, author = {Wen{-}Chuan Lee and Peng Liu and Yingqi Liu and Shiqing Ma and Xiangyu Zhang}, editor = {Kathryn S. McKinley and Kathleen Fisher}, title = {Programming support for autonomizing software}, booktitle = {Proceedings of the 40th {ACM} {SIGPLAN} Conference on Programming Language Design and Implementation, {PLDI} 2019, Phoenix, AZ, USA, June 22-26, 2019}, pages = {702--716}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3314221.3314593}, doi = {10.1145/3314221.3314593}, timestamp = {Sun, 19 Jan 2025 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pldi/LeeLLMZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/WuYDLL18, author = {Yuting Wu and Mei Yuan and Shaopeng Dong and Li Lin and Yingqi Liu}, title = {Remaining useful life estimation of engineered systems using vanilla {LSTM} neural networks}, journal = {Neurocomputing}, volume = {275}, pages = {167--179}, year = {2018}, url = {https://doi.org/10.1016/j.neucom.2017.05.063}, doi = {10.1016/J.NEUCOM.2017.05.063}, timestamp = {Fri, 22 Dec 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/WuYDLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ndss/LiuMALZW018, author = {Yingqi Liu and Shiqing Ma and Yousra Aafer and Wen{-}Chuan Lee and Juan Zhai and Weihang Wang and Xiangyu Zhang}, title = {Trojaning Attack on Neural Networks}, booktitle = {25th Annual Network and Distributed System Security Symposium, {NDSS} 2018, San Diego, California, USA, February 18-21, 2018}, publisher = {The Internet Society}, year = {2018}, url = {https://www.ndss-symposium.org/wp-content/uploads/2018/02/ndss2018\_03A-5\_Liu\_paper.pdf}, timestamp = {Thu, 15 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ndss/LiuMALZW018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TaoMLZ18, author = {Guanhong Tao and Shiqing Ma and Yingqi Liu and Xiangyu Zhang}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {7728--7739}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/b994697479c5716eda77e8e9713e5f0f-Abstract.html}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/TaoMLZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigsoft/MaLLZG18, author = {Shiqing Ma and Yingqi Liu and Wen{-}Chuan Lee and Xiangyu Zhang and Ananth Grama}, editor = {Gary T. Leavens and Alessandro Garcia and Corina S. Pasareanu}, title = {{MODE:} automated neural network model debugging via state differential analysis and input selection}, booktitle = {Proceedings of the 2018 {ACM} Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, {ESEC/SIGSOFT} {FSE} 2018, Lake Buena Vista, FL, USA, November 04-09, 2018}, pages = {175--186}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3236024.3236082}, doi = {10.1145/3236024.3236082}, timestamp = {Tue, 01 Feb 2022 10:45:16 +0100}, biburl = {https://dblp.org/rec/conf/sigsoft/MaLLZG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-11580, author = {Guanhong Tao and Shiqing Ma and Yingqi Liu and Xiangyu Zhang}, title = {Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples}, journal = {CoRR}, volume = {abs/1810.11580}, year = {2018}, url = {http://arxiv.org/abs/1810.11580}, eprinttype = {arXiv}, eprint = {1810.11580}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-11580.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kbse/WangKZAKLLMZE17, author = {Weihang Wang and Yonghwi Kwon and Yunhui Zheng and Yousra Aafer and I Luk Kim and Wen{-}Chuan Lee and Yingqi Liu and Weijie Meng and Xiangyu Zhang and Patrick Eugster}, editor = {Grigore Rosu and Massimiliano Di Penta and Tien N. Nguyen}, title = {{PAD:} programming third-party web advertisement censorship}, booktitle = {Proceedings of the 32nd {IEEE/ACM} International Conference on Automated Software Engineering, {ASE} 2017, Urbana, IL, USA, October 30 - November 03, 2017}, pages = {240--251}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ASE.2017.8115637}, doi = {10.1109/ASE.2017.8115637}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kbse/WangKZAKLLMZE17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigsoft/MaAXLZLZ17, author = {Shiqing Ma and Yousra Aafer and Zhaogui Xu and Wen{-}Chuan Lee and Juan Zhai and Yingqi Liu and Xiangyu Zhang}, editor = {Eric Bodden and Wilhelm Sch{\"{a}}fer and Arie van Deursen and Andrea Zisman}, title = {{LAMP:} data provenance for graph based machine learning algorithms through derivative computation}, booktitle = {Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, {ESEC/FSE} 2017, Paderborn, Germany, September 4-8, 2017}, pages = {786--797}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3106237.3106291}, doi = {10.1145/3106237.3106291}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigsoft/MaAXLZLZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/anor/PanLG15, author = {Huifeng Pan and Yingqi Liu and Hongwei Gao}, title = {Impact of agricultural industrial structure adjustment on energy conservation and income growth in Western China: a statistical study}, journal = {Ann. Oper. Res.}, volume = {228}, number = {1}, pages = {23--33}, year = {2015}, url = {https://doi.org/10.1007/s10479-012-1291-2}, doi = {10.1007/S10479-012-1291-2}, timestamp = {Thu, 13 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/anor/PanLG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ieicet/YuJL15, author = {Qiao Yu and Shujuan Jiang and Yingqi Liu}, title = {A Detection and Measurement Approach for Memory Leaked Objects in Java Programs}, journal = {{IEICE} Trans. Inf. Syst.}, volume = {98-D}, number = {5}, pages = {1053--1061}, year = {2015}, url = {https://doi.org/10.1587/transinf.2014EDP7320}, doi = {10.1587/TRANSINF.2014EDP7320}, timestamp = {Sat, 11 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ieicet/YuJL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/compsac/WangJJCL15, author = {Xingya Wang and Shujuan Jiang and Xiaolin Ju and Heling Cao and Yingqi Liu}, editor = {Sheikh Iqbal Ahamed and Carl K. Chang and William C. Chu and Ivica Crnkovic and Pao{-}Ann Hsiung and Gang Huang and Jingwei Yang}, title = {Mitigating the Dependence Confounding Effect for Effective Predicate-Based Statistical Fault Localization}, booktitle = {39th {IEEE} Annual Computer Software and Applications Conference, {COMPSAC} 2015, Taichung, Taiwan, July 1-5, 2015. Volume 2}, pages = {105--114}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/COMPSAC.2015.37}, doi = {10.1109/COMPSAC.2015.37}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/compsac/WangJJCL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/JiangYJWL14, author = {Shujuan Jiang and Dandan Yi and Xiaolin Ju and Lingsai Wang and Yingqi Liu}, title = {An approach for test data generation using program slicing and particle swarm optimization}, journal = {Neural Comput. Appl.}, volume = {25}, number = {7-8}, pages = {2047--2055}, year = {2014}, url = {https://doi.org/10.1007/s00521-014-1692-z}, doi = {10.1007/S00521-014-1692-Z}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nca/JiangYJWL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/qsic/LiuLJZJ13, author = {Yingqi Liu and Wei Li and Shujuan Jiang and Yanmei Zhang and Xiaolin Ju}, title = {An Approach for Fault Localization Based on Program Slicing and Bayesian}, booktitle = {2013 13th International Conference on Quality Software, Najing, China, July 29-30, 2013}, pages = {326--332}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/QSIC.2013.29}, doi = {10.1109/QSIC.2013.29}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/qsic/LiuLJZJ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/qsic/JiangLLZZL12, author = {Shujuan Jiang and Wei Li and Haiyang Li and Yanmei Zhang and Hongchang Zhang and Yingqi Liu}, editor = {Antony Tang and Henry Muccini}, title = {Fault Localization for Null Pointer Exception Based on Stack Trace and Program Slicing}, booktitle = {2012 12th International Conference on Quality Software, Xi'an, Shaanxi, China, August 27-29, 2012}, pages = {9--12}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/QSIC.2012.36}, doi = {10.1109/QSIC.2012.36}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/qsic/JiangLLZZL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcp/GuoL11, author = {Xiongfei Guo and Yingqi Liu}, title = {The Analysis of China New Energy Vehicle Industry Alliance Status Based on {UCINET} Software}, journal = {J. Comput.}, volume = {6}, number = {9}, pages = {1852--1856}, year = {2011}, url = {https://doi.org/10.4304/jcp.6.9.1852-1856}, doi = {10.4304/JCP.6.9.1852-1856}, timestamp = {Tue, 15 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcp/GuoL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }

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