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Towards Regression-Free Neural Networks for Diverse Compute Platforms


Sep 27, 2022
Rahul Duggal, Hao Zhou, Shuo Yang, Jun Fang, Yuanjun Xiong, Wei Xia

* To be presented at ECCV 2022 

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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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Manual-Guided Dialogue for Flexible Conversational Agents


Aug 16, 2022
Ryuichi Takanobu, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Minlie Huang


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Federated Deep Reinforcement Learning for Resource Allocation in O-RAN Slicing


Aug 02, 2022
Han Zhang, Hao Zhou, Melike Erol-Kantarci


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On the Learning of Non-Autoregressive Transformers


Jun 13, 2022
Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang

* accepted at ICML2022 

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Directed Acyclic Transformer for Non-Autoregressive Machine Translation


May 16, 2022
Fei Huang, Hao Zhou, Yang Liu, Hang Li, Minlie Huang

* accepted at ICML2022 

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Enhancing Cross-lingual Transfer by Manifold Mixup


May 09, 2022
Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li

* Accepted to ICLR2022 

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One-Class Model for Fabric Defect Detection


Apr 20, 2022
Hao Zhou, Yixin Chen, David Troendle, Byunghyun Jang


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Contextual Representation Learning beyond Masked Language Modeling


Apr 08, 2022
Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li

* ACL 2022 

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$\textit{latent}$-GLAT: Glancing at Latent Variables for Parallel Text Generation


Apr 05, 2022
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li

* 12 pages, 5 figures, 6 tables. Accepted as a long paper in the main conference of ACL-2022 

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