Lichao Sun 0001 - researchr alias

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Viewing Publication 1 - 28 from 28

2024

: Toward Heterogeneous Federated Learning via Global Knowledge DistillationDezhong Yao 0002, Wanning Pan, Yutong Dai 0002, Yao Wan 0001, Xiaofeng Ding 0001, Chen Yu 0003, Hai Jin 0001, Zheng Xu 0002, Lichao Sun 0001. TC, 73(1):3-17, January 2024. [doi]

Hawk: Rapid Android Malware Detection Through Heterogeneous Graph Attention NetworksYiming Hei, Renyu Yang, Hao Peng 0001, Lihong Wang, Xiaolin Xu, Jianwei Liu 0001, Hong Liu 0006, Jie Xu, Lichao Sun 0001. tnn, 35(4):4703-4717, April 2024. [doi]

Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing NoiseYixin Liu, Kaidi Xu, Xun Chen, Lichao Sun 0001. AAAI 2024: 3783-3791 [doi]

Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient AttacksLulu Xue, Shengshan Hu, Ruizhi Zhao, Leo Yu Zhang, Shengqing Hu, Lichao Sun 0001, Dezhong Yao 0002. AAAI 2024: 6404-6412 [doi]

2023

Scalable Adversarial Attack Algorithms on Influence MaximizationLichao Sun 0001, Xiaobin Rui, Wei Chen 0013. wsdm 2023: 760-768 [doi]

Personalized Edge Intelligence via Federated Self-Knowledge DistillationHai Jin 0001, Dongshan Bai, Dezhong Yao 0002, Yutong Dai 0002, Lin Gu 0002, Chen Yu 0003, Lichao Sun 0001. tpds, 34(2):567-580, February 2023. [doi]

Adversarial Attack and Defense on Graph Data: A SurveyLichao Sun 0001, Yingtong Dou, Carl Yang, Kai Zhang 0039, Ji Wang 0002, Philip S. Yu, Lifang He 0001, Bo Li. tkde, 35(8):7693-7711, August 2023. [doi]

Tackling Data Heterogeneity in Federated Learning with Class PrototypesYutong Dai 0002, Zeyuan Chen, Junnan Li 0001, Shelby Heinecke, Lichao Sun 0001, Ran Xu. AAAI 2023: 7314-7322 [doi]

Toward Personalized Federated Learning Via Group Collaboration in IIoTJianfeng Lu 0002, Haibo Liu, Riheng Jia, Jiangtao Wang 0001, Lichao Sun 0001, Shaohua Wan 0001. tii, 19(8):8923-8932, August 2023. [doi]

Attacking Neural Networks with Neural Networks: Towards Deep Synchronization for Backdoor AttacksZihan Guan, Lichao Sun 0001, Mengnan Du, Ninghao Liu. CIKM 2023: 608-618 [doi]

SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction ConsistencyJunfeng Guo, Yiming Li, Xun Chen, Hanqing Guo, Lichao Sun 0001, Cong Liu 0005. iclr 2023: [doi]

SEAT: Stable and Explainable AttentionLijie Hu, Yixin Liu, Ninghao Liu, Mengdi Huai, Lichao Sun 0001, Di Wang 0015. AAAI 2023: 12907-12915 [doi]

PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial ExamplesShengshan Hu, Junwei Zhang, Wei Liu, Junhui Hou, Minghui Li, Leo Yu Zhang, Hai Jin 0001, Lichao Sun 0001. AAAI 2023: 872-880 [doi]

Benchmarking and Analyzing Robust Point Cloud Recognition: Bag of Tricks for Defending Adversarial ExamplesQiufan Ji, Lin Wang, Cong Shi, Shengshan Hu, Yingying Chen, Lichao Sun 0001. iccv 2023: 4272-4281 [doi]

RAIN: RegulArization on Input and Network for Black-Box Domain AdaptationQucheng Peng, Zhengming Ding, Lingjuan Lyu, Lichao Sun 0001, Chen Chen 0001. IJCAI 2023: 4118-4126 [doi]

Transferable Unlearnable ExamplesJie Ren, Han Xu 0002, Yuxuan Wan, Xingjun Ma, Lichao Sun 0001, Jiliang Tang. iclr 2023: [doi]

Scalable Fair Influence MaximizationXiaobin Rui, Zhixiao Wang, Jiayu Zhao, Lichao Sun 0001, Wei Chen 0013. nips 2023: [doi]

An in-depth study on key nodes in social networksChengcheng Sun, Zhixiao Wang, Xiaobin Rui, Philip S. Yu, Lichao Sun 0001. ida, 27(6):1811-1838, 2023. [doi]

Secure Embedding Aggregation for Federated Representation LearningJiaxiang Tang, Jinbao Zhu, Songze Li, Lichao Sun 0001. isit 2023: 2392-2397 [doi]

Attacking Fake News Detectors via Manipulating News Social EngagementHaoran Wang, Yingtong Dou, Canyu Chen, Lichao Sun 0001, Philip S. Yu, Kai Shu. WWW 2023: 3978-3986 [doi]

A Comprehensive Study on Text-attributed Graphs: Benchmarking and RethinkingHao Yan, Chaozhuo Li, Ruosong Long, Chao Yan, Jianan Zhao 0002, Wenwen Zhuang, Jun Yin, Peiyan Zhang, Weihao Han, Hao Sun, Weiwei Deng, Qi Zhang, Lichao Sun 0001, Xing Xie, Senzhang Wang. nips 2023: [doi]

Triadic Closure Sensitive Influence MaximizationJie Yang, Zhixiao Wang, Xiaobin Rui, Yahui Chai, Philip S. Yu, Lichao Sun 0001. tkdd, 17(6), July 2023. [doi]

End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and ModelsBarry Menglong Yao, Aditya Shah, Lichao Sun 0001, Jin-Hee Cho, Lifu Huang. sigir 2023: 2733-2743 [doi]

2022

Membership Inference Attacks on Machine Learning: A SurveyHongsheng Hu, Zoran Salcic, Lichao Sun 0001, Gillian Dobbie, Philip S. Yu, Xuyun Zhang. ACM Comput. Surv., 54(11s), January 2022. [doi]

BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed GraphsKay Liu, Yingtong Dou, Yue Zhao, Xueying Ding, Xiyang Hu, Ruitong Zhang, Kaize Ding, Canyu Chen, Hao Peng, Kai Shu, Lichao Sun 0001, Jundong Li, George H. Chen, Zhihao Jia, Philip S. Yu. nips 2022: [doi]

Multi-View Brain Network Analysis with Cross-View Missing Network GenerationGongxu Luo, Chenyang Li, Hejie Cui, Lichao Sun 0001, Lifang He 0001, Carl Yang. bibm 2022: 108-115 [doi]

Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding AggregationKai Zhang, Yu Wang, Hongyi Wang, Lifu Huang, Carl Yang, Xun Chen, Lichao Sun 0001. emnlp 2022: 613-621 [doi]

Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence GroundingJiahao Zhu, Daizong Liu, Pan Zhou, Xing Di, Yu Cheng, Song Yang, Wenzheng Xu, Zichuan Xu, Yao Wan 0001, Lichao Sun 0001, Zeyu Xiong. emnlp 2022: 590-600 [doi]

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