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Challenges and Opportunities in Multi-device Speech Processing



Gregory Ciccarelli , Jarred Barber , Arun Nair , Israel Cohen , Tao Zhang

* Accepted for INTERSPEECH 2022 

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InfoAT: Improving Adversarial Training Using the Information Bottleneck Principle



Mengting Xu , Tao Zhang , Zhongnian Li , Daoqiang Zhang

* Published in: IEEE Transactions on Neural Networks and Learning Systems ( Early Access ) 

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Hybridization of evolutionary algorithm and deep reinforcement learning for multi-objective orienteering optimization



Wei Liu , Rui Wang , Tao Zhang , Kaiwen Li , Wenhua Li , Hisao Ishibuchi


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CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping



Jilan Xu , Junlin Hou , Yuejie Zhang , Rui Feng , Rui-Wei Zhao , Tao Zhang , Xuequan Lu , Shang Gao

* 10 pages, CVPR 2022 

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Task Offloading with Multi-Tier Computing Resources in Next Generation Wireless Networks



Kunlun Wang , Jiong Jin , Yang Yang , Tao Zhang , Arumugam Nallanathan , Chintha Tellambura , Bijan Jabbari


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Deep Reinforcement Learning for Orienteering Problems Based on Decomposition



Wei Liu , Tao Zhang , Rui Wang , Kaiwen Li , Wenhua Li , Kang Yang


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Deep Reinforcement Learning for Online Routing of Unmanned Aerial Vehicles with Wireless Power Transfer



Kaiwen Li , Tao Zhang , Rui Wang , Ling Wang


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Self-Aware Personalized Federated Learning



Huili Chen , Jie Ding , Eric Tramel , Shuang Wu , Anit Kumar Sahu , Salman Avestimehr , Tao Zhang


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SuperMVS: Non-Uniform Cost Volume For High-Resolution Multi-View Stereo



Tao Zhang


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Leveraging Search History for Improving Person-Job Fit



Yupeng Hou , Xingyu Pan , Wayne Xin Zhao , Shuqing Bian , Yang Song , Tao Zhang , Ji-Rong Wen

* Accepted by DASFAA 2022 

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