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Lichao Sun

Lehigh University

Transferable Unlearnable Examples


Oct 18, 2022
Jie Ren, Han Xu, Yuxuan Wan, Xingjun Ma, Lichao Sun, Jiliang Tang


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Distributional Reward Estimation for Effective Multi-Agent Deep Reinforcement Learning


Oct 14, 2022
Jifeng Hu, Yanchao Sun, Hechang Chen, Sili Huang, haiyin piao, Yi Chang, Lichao Sun


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Toward Better Target Representation for Source-Free and Black-Box Domain Adaptation


Aug 22, 2022
Qucheng Peng, Zhengming Ding, Lingjuan Lyu, Lichao Sun, Chen Chen


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Benchmarking Node Outlier Detection on Graphs


Jun 21, 2022
Kay Liu, Yingtong Dou, Yue Zhao, Xueying Ding, Xiyang Hu, Ruitong Zhang, Kaize Ding, Canyu Chen, Hao Peng, Kai Shu, Lichao Sun, Jundong Li, George H. Chen, Zhihao Jia, Philip S. Yu

* Preprint. Under review. Benchmark available at https://github.com/pygod-team/pygod/tree/main/benchmark 

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Fully Privacy-Preserving Federated Representation Learning via Secure Embedding Aggregation


Jun 18, 2022
Jiaxiang Tang, Jinbao Zhu, Songze Li, Kai Zhang, Lichao Sun


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End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models


May 25, 2022
Barry Menglong Yao, Aditya Shah, Lichao Sun, Jin-Hee Cho, Lifu Huang

* 12 pages, 4 figures 

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Data-Free Adversarial Knowledge Distillation for Graph Neural Networks


May 08, 2022
Yuanxin Zhuang, Lingjuan Lyu, Chuan Shi, Carl Yang, Lichao Sun

* Accepted by IJCAI 2022. arXiv admin note: text overlap with arXiv:2011.14779, arXiv:1912.11006 by other authors 

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Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation


Apr 11, 2022
Kai Zhang, Yu Wang, Hongyi Wang, Lifu Huang, Carl Yang, Lichao Sun

* Accepted to ACL 2022 Workshop on Federated Learning for Natural Language Processing 

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FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization


Nov 29, 2021
Dezhong Yao, Wanning Pan, Yao Wan, Hai Jin, Lichao Sun


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Structure-Preserving Graph Kernel for Brain Network Classification


Nov 21, 2021
Zhaomin Kong, Aditya Kendre, Jun Yu, Hao Peng, Carl Yang, Lichao Sun, Alex Leow, Lifang He


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