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A Tool for Neural Network Global Robustness Certification and Training


Aug 15, 2022
Zhilu Wang, Yixuan Wang, Feisi Fu, Ruochen Jiao, Chao Huang, Wenchao Li, Qi Zhu


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Enhancement by Your Aesthetic: An Intelligible Unsupervised Personalized Enhancer for Low-Light Images


Jul 15, 2022
Naishan Zheng, Jie Huang, Qi Zhu, Man Zhou, Feng Zhao, Zheng-Jun Zha

* Accepted to ACM MM 2022 

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Source-Free Domain Adaptation for Real-world Image Dehazing


Jul 14, 2022
Hu Yu, Jie Huang, Yajing Liu, Qi Zhu, Man Zhou, Feng Zhao

* Accepted to ACM MM 2022 

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GEMv2: Multilingual NLG Benchmarking in a Single Line of Code


Jun 24, 2022
Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bingsheng Yao, Bryan Wilie, Chandra Bhagavatula, Chaobin You, Craig Thomson, Cristina Garbacea, Dakuo Wang, Daniel Deutsch, Deyi Xiong, Di Jin, Dimitra Gkatzia, Dragomir Radev, Elizabeth Clark, Esin Durmus, Faisal Ladhak, Filip Ginter, Genta Indra Winata, Hendrik Strobelt, Hiroaki Hayashi, Jekaterina Novikova, Jenna Kanerva, Jenny Chim, Jiawei Zhou, Jordan Clive, Joshua Maynez, João Sedoc, Juraj Juraska, Kaustubh Dhole, Khyathi Raghavi Chandu, Laura Perez-Beltrachini, Leonardo F. R. Ribeiro, Lewis Tunstall, Li Zhang, Mahima Pushkarna, Mathias Creutz, Michael White, Mihir Sanjay Kale, Moussa Kamal Eddine, Nico Daheim, Nishant Subramani, Ondrej Dusek, Paul Pu Liang, Pawan Sasanka Ammanamanchi, Qi Zhu, Ratish Puduppully, Reno Kriz, Rifat Shahriyar, Ronald Cardenas, Saad Mahamood, Salomey Osei, Samuel Cahyawijaya, Sanja Štajner, Sebastien Montella, Shailza, Shailza Jolly, Simon Mille, Tahmid Hasan, Tianhao Shen, Tosin Adewumi, Vikas Raunak, Vipul Raheja, Vitaly Nikolaev, Vivian Tsai, Yacine Jernite, Ying Xu, Yisi Sang, Yixin Liu, Yufang Hou


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Semi-supervised Semantics-guided Adversarial Training for Trajectory Prediction


May 27, 2022
Ruochen Jiao, Xiangguo Liu, Takami Sato, Qi Alfred Chen, Qi Zhu

* 11 pages, adversarial training for trajectory prediction 

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Heterformer: A Transformer Architecture for Node Representation Learning on Heterogeneous Text-Rich Networks


May 20, 2022
Bowen Jin, Yu Zhang, Qi Zhu, Jiawei Han


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Augmentation-Free Graph Contrastive Learning


Apr 11, 2022
Haonan Wang, Jieyu Zhang, Qi Zhu, Wei Huang


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Efficient Global Robustness Certification of Neural Networks via Interleaving Twin-Network Encoding


Mar 26, 2022
Zhilu Wang, Chao Huang, Qi Zhu

* Published at DATE 2022 

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Federated Class-Incremental Learning


Mar 22, 2022
Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, Qi Zhu

* CVPR 2022, the first two authors contribute equally and they are ordered alphabetically 

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