Yiyue Qian, Yiming Zhang, Yanfang Ye, Chuxu Zhang

Keywords Abstract Paper

Multidisciplinary Topics and Applications, Security and Privacy, Classification, Mining Graphs, Semi Structured Data, Complex Data

Guangyu Shen, Yingqi Liu, Guanhong Tao and

Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang

Keywords Abstract Paper

Social Aspects of Machine Learning, Privacy, Anonymity, and Security

Yang Song, Qiyu Kang, Wee Peng Tay

Keywords Abstract Paper

Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang

Keywords Abstract Paper

Algorithms, Unsupervised Learning

Izzeddin Gur, Natasha Jaques, Yingjie Miao and

Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust

Keywords Abstract Paper

reinforcement learning and planning, robustness, graph learning

Hadhemi Jebnoun, Houssem Ben Braiek, Mohammad Masudur Rahman, Foutse Khomh

Keywords Abstract Paper

code quality, code smells, Deep learning

Ziyu Yao, Yiqi Tang, Wen-tau Yih and

Huan Sun, Yu Su

Keywords Abstract Paper

bootstrapping, fine-tuning parsers, theoretical analysis, text-to-sql problem

Syed Zawad, Ahsan Ali, Pin-Yu Chen and

Ali Anwar, Yi Zhou, Nathalie Baracaldo, Yuan Tian, Feng Yan

Keywords Abstract Paper

Shashank Srikant, Sijia Liu, Tamara Mitrovska and

Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, Una-May O'Reilly

Keywords Abstract Paper

Models for code, Differentiable program generator, Combinatorial optimization, Program obfuscation, Adversarial computer programs, Machine Learning (ML) for Programming Languages (PL)/Software Engineering (SE)

Yonggang Zhang, Ya Li, Tongliang Liu, Xinmei Tian

Keywords Abstract Paper

Adversarial Examples

Jiaxi Tang, Hongyi Wen, Ke Wang

Keywords Abstract Paper

Recommender System, Security and Privacy, Adversarial Machine Learning

Yongshun Zhang, Xiu-Shen Wei, Boyan Zhou, Jianxin Wu

Keywords Abstract Paper

Sanghyun Hong, Michael Davinroy, Yiǧitcan Kaya and

Dana Dachman-Soled, Tudor Dumitraş

Keywords Abstract Paper

Reconstructing Novel Deep Learning Systems

Yuan Zang, Fanchao Qi, Chenghao Yang and

Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun

Keywords Abstract Paper

Textual attacking, Word-level attacking, combinatorial problem, Word-level Attacking

Changlin Li, Jiefeng Peng, Liuchun Yuan and

Guangrun Wang, Xiaodan Liang, Liang Lin, Xiaojun Chang

Keywords Abstract Paper

neural architecture search, knowledge distillation, automated machine learning, weight sharing nas, one-shot nas, auto-ml, efficient model, image classification

Avi Singh, Huihan Liu, Gaoyue Zhou and

Albert Yu, Nicholas Rhinehart, Sergey Levine

Keywords Abstract Paper

reinforcement learning, imitation learning

Jesse Mu, Noah Goodman

Keywords Abstract Paper

interpretability

Jeevana Priya Inala, Osbert Bastani, Zenna Tavares, Armando Solar-Lezama

Keywords Abstract Paper

Program synthesis, reinforcement learning, inductive generalization

Mi Luo, Fei Chen, Dapeng Hu and

Yifan Zhang, Jian Liang, Jiashi Feng

Keywords Abstract Paper

optimization, machine learning, federated learning

Fengxiang Yang, Zhun Zhong, Hong Liu and

Zheng Wang, Zhiming Luo, Shaozi Li, Nicu Sebe, Shin'ichi Satoh

Keywords Abstract Paper

Fan Yao, Adnan Siraj Rakin, Deliang Fan

Keywords Abstract Paper

Nauman Ahad, Mark A. Davenport

Keywords Abstract Paper

Haripriya Harikumar, Vuong Le, Santu Rana and

Sourangshu Bhattacharya, Sunil Gupta, Svetha Venkatesh

Keywords Abstract Paper

trojan attack, backdoor detection, deep learning model, optimisation

Tianxing He, James Glass

Keywords Abstract Paper

Neural Generation, open-domain generation, Negative Training, deep models

Emily Dinan, Angela Fan, Ledell Wu and

Jason Weston, Douwe Kiela, Adina Williams

Keywords Abstract Paper

detecting bias, machine models, nlp models, fine-grained framework

Kamal Ndousse, Douglas Eck, Sergey Levine, Natasha Jaques

Keywords Abstract Paper

Reinforcement Learning and Planning, Multi-Agent RL

Roberta Raileanu, Maxwell Goldstein, Denis Yarats and

Ilya Kostrikov, Rob Fergus

Keywords Abstract Paper

reinforcement learning and planning, machine learning

Stephen Roller, Emily Dinan, Naman Goyal and

Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, Jason Weston

Keywords Abstract Paper

Daiyi Peng, Xuanyi Dong, Esteban Real and

Mingxing Tan, Yifeng Lu, Gabriel Bender, Hanxiao Liu, Adam Kraft, Chen Liang, Quoc V Le

Keywords Abstract Paper

Ricky Fajri, Samaneh Khoshrou, Robert Peharz, Mykola Pechenizkiy

Keywords Abstract Paper

batch-mode active learning, imbalance data, hate-speech recognition

Yiming Gao, Bei Shi, Xueying Du and

Liang Wang, Guangwei Chen, Zhenjie Lian, Fuhao Qiu, GUOAN HAN, Weixuan Wang, Deheng Ye, Qiang Fu, Wei Yang, Lanxiao Huang

Keywords Abstract Paper

reinforcement learning and planning

Caleb Ziems, Ymir Vigfusson, Fred Morstatter

Keywords Abstract Paper

behaviors, cases, classification, classifiers, communities, detection, factors, large_scale, learning, linguistic, linguistic aspects, networks, performance, representations

Sina Mohseni, Fan Yang, Shiva Pentyala and

Mengnan Du, Yi Liu, Nic Lupfer, Xia Hu, Shuiwang Ji, Eric Ragan

Keywords Abstract Paper

Qualitative and quantitative studies of social media, Credibility of online content, Trust, reputation, recommendation systems, Human computer interaction, social media tools, navigation and visualization

Yi Tu, Li Niu, Junjie Chen and

Dawei Cheng, Liqing Zhang

Keywords Abstract Paper

weakly supervised learning, multi-instance learning, memory network, image classification, clustering

Nils Lukas, Yuxuan Zhang, Florian Kerschbaum

Keywords Abstract Paper

Adversarial Examples, Conferrability, Transferability, Fingerprinting

Mattia Samory, Indira Sen, Julian Kohne and

Fabian Flöck, Claudia Wagner

Keywords Abstract Paper

Psychological, personality-based and ethnographic studies of social media, Qualitative and quantitative studies of social media, Subjectivity in textual data, sentiment analysis, polarity/opinion identification and extraction, linguistic analyses of social

Julian R. H. Mariño, Rubens O. Moraes, Tassiana C. Oliveira and

Claudio Toledo, Levi H. S. Lelis

Keywords Abstract Paper

Ahmed Salem, Apratim Bhattacharya, Michael Backes and

Mario Fritz, Yang Zhang

Keywords Abstract Paper

Yu Wang, Ke Wang, Fengjuan Gao, Linzhang Wang

Keywords Abstract Paper

Intervals, Control-flow graphs, Null pointer dereference detection, Graph neural networks, Program embeddings

Jonas Geiping, Liam H Fowl, Ronny Huang and

Wojciech Czaja, Gavin Taylor, Michael Moeller, Tom Goldstein

Keywords Abstract Paper

clean-label, from-scratch, Backdoor Attacks, Gradient Alignment, Large-scale, Data Poisoning, ImageNet, Security