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Jinjun Xiong

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MLHarness: A Scalable Benchmarking System for MLCommons

Nov 09, 2021
Yen-Hsiang Chang, Jianhao Pu, Wen-mei Hwu, Jinjun Xiong

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Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Pruned Neural Networks

Oct 12, 2021
Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong

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Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs

Sep 08, 2021
Zhepeng Wang, Zhiding Liang, Shanglin Zhou, Caiwen Ding, Jinjun Xiong, Yiyu Shi, Weiwen Jiang

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Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow

Sep 08, 2021
Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Jinjun Xiong, Yiyu Shi, Weiwen Jiang

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Open Relation Modeling: Learning to Define Relations between Entities

Aug 20, 2021
Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-mei Hwu

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Generic Neural Architecture Search via Regression

Aug 04, 2021
Yuhong Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen

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Global Rhythm Style Transfer Without Text Transcriptions

Jun 16, 2021
Kaizhi Qian, Yang Zhang, Shiyu Chang, Jinjun Xiong, Chuang Gan, David Cox, Mark Hasegawa-Johnson

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Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach

May 27, 2021
Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-mei Hwu

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Heterogeneous Contrastive Learning

May 19, 2021
Lecheng Zheng, Yada Zhu, Jingrui He, Jinjun Xiong

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Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection

Apr 29, 2021
Jiachen Li, Bowen Cheng, Rogerio Feris, Jinjun Xiong, Thomas S. Huang, Wen-Mei Hwu, Humphrey Shi

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