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TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation


Jul 21, 2021
Jiawei Yang, Yao Zhang, Yuan Liang, Yang Zhang, Lei He, Zhiqiang He


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Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation


Jul 21, 2021
Yao Zhang, Jiawei Yang, Jiang Tian, Zhongchao Shi, Cheng Zhong, Yang Zhang, Zhiqiang He


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Tea: Program Repair Using Neural Network Based on Program Information Attention Matrix


Jul 17, 2021
Wenshuo Wang, Chen Wu, Liang Cheng, Yang Zhang


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Leveraging Domain Agnostic and Specific Knowledge for Acronym Disambiguation


Jul 01, 2021
Qiwei Zhong, Guanxiong Zeng, Danqing Zhu, Yang Zhang, Wangli Lin, Ben Chen, Jiayu Tang

* Second Place Solution, Accepted to [email protected] 

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ACN: Adversarial Co-training Network for Brain Tumor Segmentation with Missing Modalities


Jun 29, 2021
Yixin Wang, Yang Zhang, Yang Liu, Zihao Lin, Jiang Tian, Cheng Zhong, Zhongchao Shi, Jianping Fan, Zhiqiang He

* MICCAI 2021 

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Teacher Model Fingerprinting Attacks Against Transfer Learning


Jun 23, 2021
Yufei Chen, Chao Shen, Cong Wang, Yang Zhang


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Confidence-Guided Radiology Report Generation


Jun 22, 2021
Yixin Wang, Zihao Lin, Jiang Tian, Zhongchao Shi, Yang Zhang, Jianping Fan, Zhiqiang He

* 16 pages 

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AOMD: An Analogy-aware Approach to Offensive Meme Detection on Social Media


Jun 21, 2021
Lanyu Shang, Yang Zhang, Yuheng Zha, Yingxi Chen, Christina Youn, Dong Wang


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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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Voting for the right answer: Adversarial defense for speaker verification


Jun 15, 2021
Haibin Wu, Yang Zhang, Zhiyong Wu, Dong Wang, Hung-yi Lee

* Accepted by Interspeech 2021. Code is available at https://github.com/thuhcsi/adsv_voting 

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Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators


Jun 11, 2021
Yonggan Fu, Yongan Zhang, Yang Zhang, David Cox, Yingyan Lin

* Accepted at ICML 2021 

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PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition


Jun 10, 2021
Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David Cox, James Glass


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Conversational Question Answering: A Survey


Jun 03, 2021
Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng, Adnan Mahmood, Yang Zhang


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SGD-QA: Fast Schema-Guided Dialogue State Tracking for Unseen Services


May 17, 2021
Yang Zhang, Vahid Noroozi, Evelina Bakhturina, Boris Ginsburg


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Causal Intervention for Leveraging Popularity Bias in Recommendation


May 13, 2021
Yang Zhang, Fuli Feng, Xiangnan He, Tianxin Wei, Chonggang Song, Guohui Ling, Yongdong Zhang

* Appear in SIGIR 2021 

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NeMo Inverse Text Normalization: From Development To Production


Apr 11, 2021
Yang Zhang, Evelina Bakhturina, Kyle Gorman, Boris Ginsburg


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Hi-Fi Multi-Speaker English TTS Dataset


Apr 03, 2021
Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg, Yang Zhang


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Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features


Apr 01, 2021
Ashkan Khakzar, Yang Zhang, Wejdene Mansour, Yuezhi Cai, Yawei Li, Yucheng Zhang, Seong Tae Kim, Nassir Navab


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Graph Unlearning


Mar 27, 2021
Min Chen, Zhikun Zhang, Tianhao Wang, Michael Backes, Mathias Humbert, Yang Zhang


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Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation


Mar 27, 2021
Zixiang Zhou, Yang Zhang, Hassan Foroosh

* Accepted by CVPR 2021 

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Node-Level Membership Inference Attacks Against Graph Neural Networks


Feb 10, 2021
Xinlei He, Rui Wen, Yixin Wu, Michael Backes, Yun Shen, Yang Zhang


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Quantifying and Mitigating Privacy Risks of Contrastive Learning


Feb 08, 2021
Xinlei He, Yang Zhang


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ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models


Feb 04, 2021
Yugeng Liu, Rui Wen, Xinlei He, Ahmed Salem, Zhikun Zhang, Michael Backes, Emiliano De Cristofaro, Mario Fritz, Yang Zhang


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A Unified Light Framework for Real-time Fault Detection of Freight Train Images


Jan 31, 2021
Yang Zhang, Moyun Liu, Yang Yang, Yanwen Guo, Huiming Zhang

* 10 pages, 6 figures 

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AT-BERT: Adversarial Training BERT for Acronym Identification Winning Solution for [email protected]


Jan 12, 2021
Danqing Zhu, Wangli Lin, Yang Zhang, Qiwei Zhong, Guanxiong Zeng, Weilin Wu, Jiayu Tang

* Accepted to SDU @ AAAI 2021, 8 pages, 3 figures 

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Unified Mandarin TTS Front-end Based on Distilled BERT Model


Dec 31, 2020
Yang Zhang, Liqun Deng, Yasheng Wang

* 5 pages 

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Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer


Dec 29, 2020
Yao Zhang, Jiawei Yang, Feng Hou, Yang Liu, Yixin Wang, Jiang Tian, Cheng Zhong, Yang Zhang, Zhiqiang He


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Mention Extraction and Linking for SQL Query Generation


Dec 18, 2020
Jianqiang Ma, Zeyu Yan, Shuai Pang, Yang Zhang, Jianping Shen

* Accepted in EMNLP 2020. This work is also known as "IE-SQL: Text-to-SQL as Information Extraction" 

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The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models


Dec 12, 2020
Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang


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