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Han Xu 0002 Michigan State University, USA https://sites.google.com/view/han-xu-123/home https://scholar.google.com/citations?user=mX2rL3IAAAAJ https://orcid.org/0000-0002-4016-6748 Han Xu Han Xu 0001 Wuhan University, China https://scholar.google.com/citations?user=ZsxOdRUAAAAJ https://orcid.org/0000-0002-6291-2924 Han Xu 0003 Huazhong University of Science and Technology, Wuhan, China https://orcid.org/0000-0001-9861-4868 https://ieeexplore.ieee.org/author/37089443321 Han Xu 0004 Peking University, Beijing, China https://orcid.org/0000-0002-2548-6866 Han Xu 0005 South China Agricultural University, Guangzhou, China https://orcid.org/0000-0002-0249-2956 Han Xu 0006 Tsinghua University, Beijing, China https://orcid.org/0000-0002-2469-1286 Han Xu 0007 Auckland Tongji Rehabilitation Medical Equipment Research Centre, Tongji Zhejiang College, China https://orcid.org/0000-0003-0661-8955 https://www.wikidata.org/entity/Q92660502 Han Xu 0008 National University of Defense Technology, Changsha, China Han Xu 0009 Technische Universität München, Garching, Germany Han Xu 0010 University of New South Wales, Sydney, NSW, Australia https://orcid.org/0000-0002-2217-3709 Han Xu 0011 CSE, Hong Kong University of Science and Technology Han Xu 0012 Nanjing University of Aeronautics and Astronautics, Nanjing, China Han Xu 0013 Nanyang Technological University, Singapore Shenglai Zeng Yaxin Li 0001 Jie Ren 0019 Yiding Liu Han Xu 0002 Pengfei He Yue Xing 0002 Shuaiqiang Wang Jiliang Tang Dawei Yin Exploring Memorization in Fine-tuned Language Models. 3917-3948 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.216 https://aclanthology.org/2024.acl-long.216 conf/acl/2024-1 db/conf/acl/acl2024-1.html#ZengLRL0HXWTY24 Shenglai Zeng Jiankun Zhang Pengfei He Yiding Liu Yue Xing 0002 Han Xu 0002 Jie Ren 0019 Yi Chang 0001 Shuaiqiang Wang Dawei Yin Jiliang Tang The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG). 4505-4524 2024 ACL (Findings) https://doi.org/10.18653/v1/2024.findings-acl.267 https://aclanthology.org/2024.findings-acl.267 conf/acl/2024f db/conf/acl/acl2024f.html#ZengZHLX000WYT24 Jie Ren 0019 Yaxin Li 0001 Shenglai Zeng Han Xu 0002 Lingjuan Lyu Yue Xing 0002 Jiliang Tang Unveiling and Mitigating Memorization in Text-to-Image Diffusion Models Through Cross Attention. 340-356 2024 ECCV (77) https://doi.org/10.1007/978-3-031-72980-5_20 conf/eccv/2024-77 db/conf/eccv/eccv2024-77.html#RenLZXLXT24 streams/conf/eccv Yuping Lin Pengfei He Han Xu 0002 Yue Xing 0002 Makoto Yamada Hui Liu 0031 Jiliang Tang Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis. 7067-7085 2024 EMNLP https://aclanthology.org/2024.emnlp-main.401 conf/emnlp/2024 db/conf/emnlp/emnlp2024.html#LinH0XYLT24 Han Xu 0002 Jie Ren 0019 Pengfei He Shenglai Zeng Yingqian Cui Amy Liu Hui Liu 0031 Jiliang Tang On the Generalization of Training-based ChatGPT Detection Methods. 7223-7243 2024 EMNLP (Findings) https://aclanthology.org/2024.findings-emnlp.424 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#XuRHZCLLT24 Pengfei He Han Xu 0002 Jie Ren 0019 Yingqian Cui Shenglai Zeng Hui Liu 0031 Charu C. Aggarwal Jiliang Tang Sharpness-Aware Data Poisoning Attack. 2024 ICLR https://openreview.net/forum?id=bxITGFPVWh conf/iclr/2024 db/conf/iclr/iclr2024.html#He0RCZ0AT24 Jie Ren 0019 Han Xu 0002 Yiding Liu Yingqian Cui Shuaiqiang Wang Dawei Yin Jiliang Tang A Robust Semantics-based Watermark for Large Language Model against Paraphrasing. 613-625 2024 NAACL-HLT (Findings) https://doi.org/10.18653/v1/2024.findings-naacl.40 conf/naacl/2024f db/conf/naacl/naacl2024f.html#RenXLCWYT24 streams/conf/naacl Yaxin Li 0001 Jie Ren 0019 Han Xu 0002 Hui Liu 0031 Neural Style Protection: Counteracting Unauthorized Neural Style Transfer. 3954-3963 2024 WACV https://doi.org/10.1109/WACV57701.2024.00392 conf/wacv/2024 db/conf/wacv/wacv2024.html#LiRXL24
Pengfei He Han Xu 0002 Yue Xing 0002 Hui Liu 0031 Makoto Yamada Jiliang Tang Data Poisoning for In-context Learning. 2024 abs/2402.02160 CoRR https://doi.org/10.48550/arXiv.2402.02160 db/journals/corr/corr2402.html#abs-2402-02160
Jie Ren 0019 Han Xu 0002 Pengfei He Yingqian Cui Shenglai Zeng Jiankun Zhang Hongzhi Wen Jiayuan Ding Hui Liu 0031 Yi Chang 0001 Jiliang Tang Copyright Protection in Generative AI: A Technical Perspective. 2024 abs/2402.02333 CoRR https://doi.org/10.48550/arXiv.2402.02333 db/journals/corr/corr2402.html#abs-2402-02333
Shenglai Zeng Jiankun Zhang Pengfei He Yue Xing 0002 Yiding Liu Han Xu 0002 Jie Ren 0019 Shuaiqiang Wang Dawei Yin Yi Chang 0001 Jiliang Tang The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG). 2024 abs/2402.16893 CoRR https://doi.org/10.48550/arXiv.2402.16893 db/journals/corr/corr2402.html#abs-2402-16893
Jie Ren 0019 Yaxin Li 0001 Shenglai Zeng Han Xu 0002 Lingjuan Lyu Yue Xing 0002 Jiliang Tang Unveiling and Mitigating Memorization in Text-to-image Diffusion Models through Cross Attention. 2024 abs/2403.11052 CoRR https://doi.org/10.48550/arXiv.2403.11052 db/journals/corr/corr2403.html#abs-2403-11052
Yuping Lin Pengfei He Han Xu 0002 Yue Xing 0002 Makoto Yamada Hui Liu 0031 Jiliang Tang Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis. 2024 abs/2406.10794 CoRR https://doi.org/10.48550/arXiv.2406.10794 db/journals/corr/corr2406.html#abs-2406-10794 streams/journals/corr
Shenglai Zeng Jiankun Zhang Pengfei He Jie Ren 0019 Tianqi Zheng Hanqing Lu Han Xu 0002 Hui Liu 0031 Yue Xing 0002 Jiliang Tang Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data. 2024 abs/2406.14773 CoRR https://doi.org/10.48550/arXiv.2406.14773 db/journals/corr/corr2406.html#abs-2406-14773
Pengfei He Yingqian Cui Han Xu 0002 Hui Liu 0031 Makoto Yamada Jiliang Tang Yue Xing 0002 Towards the Effect of Examples on In-Context Learning: A Theoretical Case Study. 2024 abs/2410.09411 CoRR https://doi.org/10.48550/arXiv.2410.09411 db/journals/corr/corr2410.html#abs-2410-09411 streams/journals/corr
Wenqi Fan Han Xu 0002 Wei Jin 0009 Xiaorui Liu Xianfeng Tang Suhang Wang Qing Li 0001 Jiliang Tang Jianping Wang 0001 Charu C. Aggarwal Jointly Attacking Graph Neural Network and its Explanations. 654-667 2023 ICDE https://doi.org/10.1109/ICDE55515.2023.00056 conf/icde/2023 db/conf/icde/icde2023.html#FanXJLTWLT0A23 Jie Ren 0019 Han Xu 0002 Yuxuan Wan Xingjun Ma Lichao Sun 0001 Jiliang Tang Transferable Unlearnable Examples. 2023 ICLR https://openreview.net/forum?id=-htnolWDLvP conf/iclr/2023 db/conf/iclr/iclr2023.html#Ren0WM0T23 Han Xu 0002 Pengfei He Jie Ren 0019 Yuxuan Wan Zitao Liu 0001 Hui Liu 0031 Jiliang Tang Probabilistic Categorical Adversarial Attack and Adversarial Training. 38428-38442 2023 ICML https://proceedings.mlr.press/v202/xu23e.html conf/icml/2023 db/conf/icml/icml2023.html#XuHRW0LT23 Han Xu 0002 Xiaorui Liu Wentao Wang 0006 Zitao Liu 0001 Anil K. Jain 0001 Jiliang Tang How does the Memorization of Neural Networks Impact Adversarial Robust Models? 2801-2812 2023 KDD https://doi.org/10.1145/3580305.3599381 conf/kdd/2023 db/conf/kdd/kdd2023.html#0002L000T23
Pengfei He Han Xu 0002 Jie Ren 0019 Yingqian Cui Hui Liu 0031 Charu C. Aggarwal Jiliang Tang Sharpness-Aware Data Poisoning Attack. 2023 abs/2305.14851 CoRR https://doi.org/10.48550/arXiv.2305.14851 db/journals/corr/corr2305.html#abs-2305-14851
Yingqian Cui Jie Ren 0019 Han Xu 0002 Pengfei He Hui Liu 0031 Lichao Sun 0001 Jiliang Tang DiffusionShield: A Watermark for Copyright Protection against Generative Diffusion Models. 2023 abs/2306.04642 CoRR https://doi.org/10.48550/arXiv.2306.04642 db/journals/corr/corr2306.html#abs-2306-04642
Han Xu 0002 Jie Ren 0019 Pengfei He Shenglai Zeng Yingqian Cui Amy Liu Hui Liu 0031 Jiliang Tang On the Generalization of Training-based ChatGPT Detection Methods. 2023 abs/2310.01307 CoRR https://doi.org/10.48550/arXiv.2310.01307 db/journals/corr/corr2310.html#abs-2310-01307
Yingqian Cui Jie Ren 0019 Yuping Lin Han Xu 0002 Pengfei He Yue Xing 0002 Wenqi Fan Hui Liu 0031 Jiliang Tang FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models. 2023 abs/2310.02401 CoRR https://doi.org/10.48550/arXiv.2310.02401 db/journals/corr/corr2310.html#abs-2310-02401
Pengfei He Han Xu 0002 Yue Xing 0002 Jie Ren 0019 Yingqian Cui Shenglai Zeng Jiliang Tang Makoto Yamada Mohammad Sabokrou Confidence-driven Sampling for Backdoor Attacks. 2023 abs/2310.05263 CoRR https://doi.org/10.48550/arXiv.2310.05263 db/journals/corr/corr2310.html#abs-2310-05263
Shenglai Zeng Yaxin Li 0001 Jie Ren 0019 Yiding Liu Han Xu 0002 Pengfei He Yue Xing 0002 Shuaiqiang Wang Jiliang Tang Dawei Yin Exploring Memorization in Fine-tuned Language Models. 2023 abs/2310.06714 CoRR https://doi.org/10.48550/arXiv.2310.06714 db/journals/corr/corr2310.html#abs-2310-06714
Jie Ren 0019 Han Xu 0002 Yiding Liu Yingqian Cui Shuaiqiang Wang Dawei Yin Jiliang Tang A Robust Semantics-based Watermark for Large Language Model against Paraphrasing. 2023 abs/2311.08721 CoRR https://doi.org/10.48550/arXiv.2311.08721 db/journals/corr/corr2311.html#abs-2311-08721
Wentao Wang 0006 Han Xu 0002 Xiaorui Liu Yaxin Li 0001 Bhavani Thuraisingham Jiliang Tang Imbalanced Adversarial Training with Reweighting. 1209-1214 2022 ICDM https://doi.org/10.1109/ICDM54844.2022.00156 conf/icdm/2022 db/conf/icdm/icdm2022.html#WangXL0TT22 Wentao Wang 0006 Han Xu 0002 Yuxuan Wan Jie Ren 0019 Jiliang Tang Towards Adversarial Learning: From Evasion Attacks to Poisoning Attacks. 4830-4831 2022 KDD https://doi.org/10.1145/3534678.3542608 conf/kdd/2022 db/conf/kdd/kdd2022.html#0006XWRT22 Han Xu 0002 Doctoral Consortium of WSDM'22: Exploring the Bias of Adversarial Defenses. 1559-1560 2022 WSDM https://doi.org/10.1145/3488560.3502215 conf/wsdm/2022 db/conf/wsdm/wsdm2022.html#Xu22
Yaxin Li 0001 Xiaorui Liu Han Xu 0002 Wentao Wang 0006 Jiliang Tang Enhancing Adversarial Training with Feature Separability. 2022 abs/2205.00637 CoRR https://doi.org/10.48550/arXiv.2205.00637 db/journals/corr/corr2205.html#abs-2205-00637
Yuxuan Wan Han Xu 0002 Xiaorui Liu Jie Ren 0019 Wenqi Fan Jiliang Tang Defense Against Gradient Leakage Attacks via Learning to Obscure Data. 2022 abs/2206.00769 CoRR https://doi.org/10.48550/arXiv.2206.00769 db/journals/corr/corr2206.html#abs-2206-00769
Wenqi Fan Xiangyu Zhao 0001 Xiao Chen 0016 Jingran Su Jingtong Gao Lin Wang 0040 Qidong Liu Yiqi Wang 0001 Han Xu 0002 Lei Chen 0002 Qing Li 0001 A Comprehensive Survey on Trustworthy Recommender Systems. 2022 abs/2209.10117 CoRR https://doi.org/10.48550/arXiv.2209.10117 db/journals/corr/corr2209.html#abs-2209-10117
Pengfei He Han Xu 0002 Jie Ren 0019 Yuxuan Wan Zitao Liu 0001 Jiliang Tang Probabilistic Categorical Adversarial Attack & Adversarial Training. 2022 abs/2210.09364 CoRR https://doi.org/10.48550/arXiv.2210.09364 db/journals/corr/corr2210.html#abs-2210-09364
Han Xu 0002 Xiaorui Liu Yuxuan Wan Jiliang Tang Towards Fair Classification against Poisoning Attacks. 2022 abs/2210.09503 CoRR https://doi.org/10.48550/arXiv.2210.09503 db/journals/corr/corr2210.html#abs-2210-09503
Jie Ren 0019 Han Xu 0002 Yuxuan Wan Xingjun Ma Lichao Sun 0001 Jiliang Tang Transferable Unlearnable Examples. 2022 abs/2210.10114 CoRR https://doi.org/10.48550/arXiv.2210.10114 db/journals/corr/corr2210.html#abs-2210-10114
Yaxin Li 0001 Wei Jin 0009 Han Xu 0002 Jiliang Tang DeepRobust: a Platform for Adversarial Attacks and Defenses. 16078-16080 2021 AAAI https://doi.org/10.1609/aaai.v35i18.18017 conf/aaai/2021 db/conf/aaai/aaai2021.html#LiJXT21 Han Xu 0002 Xiaorui Liu Yaxin Li 0001 Anil K. Jain 0001 Jiliang Tang To be Robust or to be Fair: Towards Fairness in Adversarial Training. 11492-11501 2021 ICML http://proceedings.mlr.press/v139/xu21b.html conf/icml/2021 db/conf/icml/icml2021.html#XuLLJT21 Han Xu 0002 Yaxin Li 0001 Xiaorui Liu Wentao Wang 0006 Jiliang Tang Adversarial Robustness in Deep Learning: From Practices to Theories. 4086-4087 2021 KDD https://doi.org/10.1145/3447548.3470812 conf/kdd/2021 db/conf/kdd/kdd2021.html#XuLLWT21 Xiaorui Liu Jiayuan Ding Wei Jin 0009 Han Xu 0002 Yao Ma 0001 Zitao Liu 0001 Jiliang Tang Graph Neural Networks with Adaptive Residual. 9720-9733 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/50abc3e730e36b387ca8e02c26dc0a22-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#LiuDJXMLT21 Han Xu 0002 Yaxin Li 0001 Xiaorui Liu Hui Liu 0031 Jiliang Tang Yet Meta Learning Can Adapt Fast, it Can Also Break Easily. 540-548 2021 SDM https://doi.org/10.1137/1.9781611976700.61 conf/sdm/2021 db/conf/sdm/sdm2021.html#XuLLLT21
Han Xu 0002 Xiaorui Liu Wentao Wang 0006 Wenbiao Ding Zhongqin Wu Zitao Liu 0001 Anil K. Jain 0001 Jiliang Tang Towards the Memorization Effect of Neural Networks in Adversarial Training. 2021 abs/2106.04794 CoRR https://arxiv.org/abs/2106.04794 db/journals/corr/corr2106.html#abs-2106-04794
Wentao Wang 0006 Han Xu 0002 Xiaorui Liu Yaxin Li 0001 Bhavani Thuraisingham Jiliang Tang Imbalanced Adversarial Training with Reweighting. 2021 abs/2107.13639 CoRR https://arxiv.org/abs/2107.13639 db/journals/corr/corr2107.html#abs-2107-13639
Wenqi Fan Wei Jin 0009 Xiaorui Liu Han Xu 0002 Xianfeng Tang Suhang Wang Qing Li 0001 Jiliang Tang Jianping Wang 0001 Charu C. Aggarwal Jointly Attacking Graph Neural Network and its Explanations. 2021 abs/2108.03388 CoRR https://arxiv.org/abs/2108.03388 db/journals/corr/corr2108.html#abs-2108-03388
Han Xu 0002 Yao Ma 0001 Haochen Liu Debayan Deb Hui Liu 0031 Jiliang Tang Anil K. Jain 0001 Adversarial Attacks and Defenses in Images, Graphs and Text: A Review. 151-178 2020 17 Int. J. Autom. Comput. 2 https://doi.org/10.1007/s11633-019-1211-x db/journals/ijautcomp/ijautcomp17.html#XuMLDLTJ20
Wei Jin 0009 Yaxin Li 0001 Han Xu 0002 Yiqi Wang 0001 Shuiwang Ji Charu Aggarwal 0001 Jiliang Tang Adversarial Attacks and Defenses on Graphs. 19-34 2020 22 SIGKDD Explor. 2 https://doi.org/10.1145/3447556.3447566 db/journals/sigkdd/sigkdd22.html#JinLXWJAT20
Han Xu 0002 Yaxin Li 0001 Wei Jin 0009 Jiliang Tang Adversarial Attacks and Defenses: Frontiers, Advances and Practice. 3541-3542 2020 KDD https://doi.org/10.1145/3394486.3406467 conf/kdd/2020 db/conf/kdd/kdd2020.html#XuLJT20 Wenqi Fan Yao Ma 0001 Han Xu 0002 Xiaorui Liu Jianping Wang 0001 Qing Li 0001 Jiliang Tang Deep Adversarial Canonical Correlation Analysis. 352-360 2020 SDM https://doi.org/10.1137/1.9781611976236.40 conf/sdm/2020 db/conf/sdm/sdm2020.html#Fan0XLWLT20
Wei Jin 0009 Yaxin Li 0001 Han Xu 0002 Yiqi Wang 0001 Jiliang Tang Adversarial Attacks and Defenses on Graphs: A Review and Empirical Study. 2020 abs/2003.00653 CoRR https://arxiv.org/abs/2003.00653 db/journals/corr/corr2003.html#abs-2003-00653
Yaxin Li 0001 Wei Jin 0009 Han Xu 0002 Jiliang Tang DeepRobust: A PyTorch Library for Adversarial Attacks and Defenses. 2020 abs/2005.06149 CoRR https://arxiv.org/abs/2005.06149 db/journals/corr/corr2005.html#abs-2005-06149
Han Xu 0002 Yaxin Li 0001 Xiaorui Liu Hui Liu 0031 Jiliang Tang Yet Meta Learning Can Adapt Fast, It Can Also Break Easily. 2020 abs/2009.01672 CoRR https://arxiv.org/abs/2009.01672 db/journals/corr/corr2009.html#abs-2009-01672
Han Xu 0002 Xiaorui Liu Yaxin Li 0001 Jiliang Tang To be Robust or to be Fair: Towards Fairness in Adversarial Training. 2020 abs/2010.06121 CoRR https://arxiv.org/abs/2010.06121 db/journals/corr/corr2010.html#abs-2010-06121
Han Xu 0002 Yao Ma 0001 Haochen Liu Debayan Deb Hui Liu 0031 Jiliang Tang Anil K. Jain 0001 Adversarial Attacks and Defenses in Images, Graphs and Text: A Review. 2019 abs/1909.08072 CoRR http://arxiv.org/abs/1909.08072 db/journals/corr/corr1909.html#abs-1909-08072
Charu C. AggarwalCharu Aggarwal 0001 Yi Chang 0001 Lei Chen 0002 Xiao Chen 0016 Yingqian Cui Debayan Deb Jiayuan Ding Wenbiao Ding Wenqi Fan Jingtong Gao Pengfei He Anil K. Jain 0001 Shuiwang Ji Wei Jin 0009 Qing Li 0001 Yaxin Li 0001 Yuping Lin Amy Liu Haochen Liu Hui Liu 0031 Qidong Liu Xiaorui Liu Yiding Liu Zitao Liu 0001 Hanqing Lu Lingjuan Lyu Xingjun Ma Yao Ma 0001 Jie Ren 0019 Mohammad Sabokrou Jingran Su Lichao Sun 0001 Jiliang Tang Xianfeng Tang Bhavani Thuraisingham Yuxuan Wan Jianping Wang 0001 Lin Wang 0040 Shuaiqiang Wang Suhang Wang Wentao Wang 0006 Yiqi Wang 0001 Hongzhi Wen Zhongqin Wu Yue Xing 0002 Makoto Yamada Dawei Yin Shenglai Zeng Jiankun Zhang Xiangyu Zhao 0001 Tianqi Zheng