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Unified Loss of Pair Similarity Optimization for Vision-Language Retrieval


Sep 28, 2022
Zheng Li, Caili Guo, Xin Wang, Zerun Feng, Jenq-Neng Hwang, Zhongtian Du

* 16 pages, 5 figures 

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Sparse Attention Acceleration with Synergistic In-Memory Pruning and On-Chip Recomputation


Sep 01, 2022
Amir Yazdanbakhsh, Ashkan Moradifirouzabadi, Zheng Li, Mingu Kang

* 15 pages; 14 figures; published at MICRO 2022; First three authors contributed equally 

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FDB: Fraud Dataset Benchmark


Aug 31, 2022
Prince Grover, Zheng Li, Jianbo Liu, Jakub Zablocki, Hao Zhou, Julia Xu, Anqi Cheng


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Auditing Membership Leakages of Multi-Exit Networks


Aug 23, 2022
Zheng Li, Yiyong Liu, Xinlei He, Ning Yu, Michael Backes, Yang Zhang

* Accepted by CCS 2022 

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Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models


Aug 22, 2022
Xinlei He, Zheng Li, Weilin Xu, Cory Cornelius, Yang Zhang


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Towards Reproducible Evaluations for Flying Drone Controllers in Virtual Environments


Jul 29, 2022
Zheng Li, Yiming Huang, Yui-Pan Yau, Pan Hui, Lik-Hang Lee

* Accepted in IROS 2022 

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Condensing Graphs via One-Step Gradient Matching


Jun 15, 2022
Wei Jin, Xianfeng Tang, Haoming Jiang, Zheng Li, Danqing Zhang, Jiliang Tang, Bin Ying

* 11 pages, KDD2022 

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Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training


Jun 01, 2022
Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu

* NAACL 2022 (Findings) 

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Pseudo-Data based Self-Supervised Federated Learning for Classification of Histopathological Images


May 31, 2022
Jun Shi, Yuanming Zhang, Zheng Li, Xiangmin Han, Saisai Ding, Jun Wang, Shihui Ying


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