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UAV-Assisted Over-the-Air Computation


Jan 25, 2021
Min Fu, Yong Zhou, Yuanming Shi, Ting Wang, Wei Chen

* 6 pages, 5 figures. This paper has been accepted by Pro. IEEE Int. Conf. Commun. (ICC), Jun. 2021 

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i-Algebra: Towards Interactive Interpretability of Deep Neural Networks


Jan 22, 2021
Xinyang Zhang, Ren Pang, Shouling Ji, Fenglong Ma, Ting Wang

* Accepted by the 35th AAAI Conference on Artificial Intelligence (AAAI '21) 

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Visual Perception Generalization for Vision-and-Language Navigation via Meta-Learning


Jan 19, 2021
Ting Wang, Zongkai Wu, Donglin Wang

* 8 pages, 4 figures, preprinted version 

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TROJANZOO: Everything you ever wanted to know about neural backdoors (but were afraid to ask)


Dec 22, 2020
Ren Pang, Zheng Zhang, Xiangshan Gao, Zhaohan Xi, Shouling Ji, Peng Cheng, Ting Wang


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Trojaning Language Models for Fun and Profit


Aug 01, 2020
Xinyang Zhang, Zheng Zhang, Ting Wang

* 19 pages (14 for main text, 5 for appendix), 6 figures, under review 

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Graph Backdoor


Jun 23, 2020
Zhaohan Xi, Ren Pang, Shouling Ji, Ting Wang

* 18 pages, 15 figures 

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AdvMind: Inferring Adversary Intent of Black-Box Attacks


Jun 16, 2020
Ren Pang, Xinyang Zhang, Shouling Ji, Xiapu Luo, Ting Wang

* Accepted as a full paper at KDD 2020 

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The Tale of Evil Twins: Adversarial Inputs versus Backdoored Models


Nov 05, 2019
Ren Pang, Xinyang Zhang, Shouling Ji, Yevgeniy Vorobeychik, Xiaopu Luo, Ting Wang


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TextBugger: Generating Adversarial Text Against Real-world Applications


Dec 13, 2018
Jinfeng Li, Shouling Ji, Tianyu Du, Bo Li, Ting Wang

* To appear in NDSS 2019 

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Interpretable Deep Learning under Fire


Dec 03, 2018
Xinyang Zhang, Ningfei Wang, Shouling Ji, Hua Shen, Ting Wang


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EagleEye: Attack-Agnostic Defense against Adversarial Inputs (Technical Report)


Aug 01, 2018
Yujie Ji, Xinyang Zhang, Ting Wang


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Differentially Private Releasing via Deep Generative Model (Technical Report)


Mar 25, 2018
Xinyang Zhang, Shouling Ji, Ting Wang


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Where Classification Fails, Interpretation Rises


Dec 02, 2017
Chanh Nguyen, Georgi Georgiev, Yujie Ji, Ting Wang

* 6 pages, 6 figures 

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Modular Learning Component Attacks: Today's Reality, Tomorrow's Challenge


Aug 25, 2017
Xinyang Zhang, Yujie Ji, Ting Wang


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Dense 3D Facial Reconstruction from a Single Depth Image in Unconstrained Environment


Apr 24, 2017
Shu Zhang, Hui Yu, Ting Wang, Junyu Dong, Honghai Liu


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DIMM-SC: A Dirichlet mixture model for clustering droplet-based single cell transcriptomic data


Apr 06, 2017
Zhe Sun, Ting Wang, Ke Deng, Xiao-Feng Wang, Robert Lafyatis, Ying Ding, Ming Hu, Wei Chen


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Context-Aware Online Learning for Course Recommendation of MOOC Big Data


Oct 16, 2016
Yifan Hou, Pan Zhou, Ting Wang, Li Yu, Yuchong Hu, Dapeng Wu


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Automatic Extraction of Protein Interaction in Literature


Aug 22, 2014
Peilei Liu, Ting Wang

* This paper has been withdrawn by the author due to its lack of academic value 

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Neural Mechanism of Language


Aug 22, 2014
Peilei Liu, Ting Wang

* 6 pages, 3 figures 

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Motor Learning Mechanism on the Neuron Scale


Jul 18, 2014
Peilei Liu, Ting Wang

* 8 pages, 4 figures 

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A Quantitative Neural Coding Model of Sensory Memory


Jun 25, 2014
Peilei Liu, Ting Wang

* 9 pages, 3 figures 

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A Unified Quantitative Model of Vision and Audition


Jun 23, 2014
Peilei Liu, Ting Wang

* 7 pages, 3 figures 

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