Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Enhancing Model Robustness By Incorporating Adversarial Knowledge Into Semantic Representation

Feb 23, 2021
Jinfeng Li, Tianyu Du, Xiangyu Liu, Rong Zhang, Hui Xue, Shouling Ji

* Accepted to ICASSP 2021. 5 pages, 3 tables, 5 figures 

  Access Paper or Ask Questions

Hierarchical Similarity Learning for Language-based Product Image Retrieval

Feb 18, 2021
Zhe Ma, Fenghao Liu, Jianfeng Dong, Xiaoye Qu, Yuan He, Shouling Ji

* Accepted by ICASSP 2021. Code and data will be available at https://github.com/liufh1/hsl 

  Access Paper or Ask Questions

Progressive Localization Networks for Language-based Moment Localization

Feb 02, 2021
Qi Zheng, Jianfeng Dong, Xiaoye Qu, Xun Yang, Shouling Ji, Xun Wang

* 12pages 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing

Oct 25, 2020
Hanlu Wu, Tengfei Ma, Lingfei Wu, Shouling Ji


  Access Paper or Ask Questions

Deep Graph Matching and Searching for Semantic Code Retrieval

Oct 24, 2020
Xiang Ling, Lingfei Wu, Saizhuo Wang, Gaoning Pan, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji

* 21 pages 

  Access Paper or Ask Questions

Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning

Oct 05, 2020
Hanlu Wu, Tengfei Ma, Lingfei Wu, Tariro Manyumwa, Shouling Ji

* Long Paper in EMNLP 2020 

  Access Paper or Ask Questions

Hierarchical Graph Matching Networks for Deep Graph Similarity Learning

Jul 08, 2020
Xiang Ling, Lingfei Wu, Saizhuo Wang, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji

* 17 pages 

  Access Paper or Ask Questions

Graph Backdoor

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

* 18 pages, 15 figures 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network

Feb 07, 2020
Zhe Ma, Jianfeng Dong, Yao Zhang, Zhongzi Long, Yuan He, Hui Xue, Shouling Ji

* 16 pages, 13 figutes. Accepted by AAAI 2020. Code and data are available at https://github.com/Maryeon/asen 

  Access Paper or Ask Questions

Efficient Global String Kernel with Random Features: Beyond Counting Substructures

Nov 25, 2019
Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu Aggarwal

* KDD'19 Oral Paper, Data and Code link available in the paper 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Attend To Count: Crowd Counting with Adaptive Capacity Multi-scale CNNs

Aug 26, 2019
Zhikang Zou, Yu Cheng, Xiaoye Qu, Shouling Ji, Xiaoxiao Guo, Pan Zhou

* Accepted to Neurocomputing, code will be released soon 

  Access Paper or Ask Questions

Adversarial Examples versus Cloud-based Detectors: A Black-box Empirical Study

Jan 13, 2019
Xurong Li, Shouling Ji, Meng Han, Juntao Ji, Zhenyu Ren, Yushan Liu, Chunming Wu


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Interpretable Deep Learning under Fire

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


  Access Paper or Ask Questions

Dual Dense Encoding for Zero-Example Video Retrieval

Sep 17, 2018
Jianfeng Dong, Xirong Li, Chaoxi Xu, Shouling Ji, Xun Wang

* 8 pages, 3 figures 

  Access Paper or Ask Questions

Differentially Private Releasing via Deep Generative Model (Technical Report)

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


  Access Paper or Ask Questions