no code implementations • 21 Nov 2022 • Shiqiang Zhu, Ting Yu, Tao Xu, Hongyang Chen, Schahram Dustdar, Sylvain Gigan, Deniz Gunduz, Ekram Hossain, Yaochu Jin, Feng Lin, Bo Liu, Zhiguo Wan, Ji Zhang, Zhifeng Zhao, Wentao Zhu, Zuoning Chen, Tariq Durrani, Huaimin Wang, Jiangxing Wu, Tongyi Zhang, Yunhe Pan
In recent years, we have witnessed the emergence of intelligent computing, a new computing paradigm that is reshaping traditional computing and promoting digital revolution in the era of big data, artificial intelligence and internet-of-things with new computing theories, architectures, methods, systems, and applications.
no code implementations • 4 Oct 2022 • Zixiao Wang, Yuluo Guo, Jin Zhao, Yu Zhang, Hui Yu, Xiaofei Liao, Hai Jin, Biao Wang, Ting Yu
In this paper, we propose a Graph Inception Diffusion Networks(GIDN) model.
Ranked #1 on
Link Property Prediction
on ogbl-ddi
no code implementations • 1 Oct 2022 • Sanjay Chawla, Preslav Nakov, Ahmed Ali, Wendy Hall, Issa Khalil, Xiaosong Ma, Husrev Taha Sencar, Ingmar Weber, Michael Wooldridge, Ting Yu
The rise of attention networks, self-supervised learning, generative modeling, and graph neural networks has widened the application space of AI.
no code implementations • 14 Apr 2022 • Yun Shen, Yufei Han, Zhikun Zhang, Min Chen, Ting Yu, Michael Backes, Yang Zhang, Gianluca Stringhini
Previous security research efforts orbiting around graphs have been exclusively focusing on either (de-)anonymizing the graphs or understanding the security and privacy issues of graph neural networks.
1 code implementation • 2 Apr 2021 • Raghvendra Mall, Shameem A. Parambath, Han Yufei, Ting Yu, Sanjay Chawla
PSPI can be viewed as a robust formulation of the permutation inference or graph matching, where the objective is to find a permutation between two graphs under the assumption that a set of edges may have undergone a perturbation due to an underlying cause.
no code implementations • 1 Jan 2021 • Mohammad Amin Sadeghi, Shameem Parambath, Ji Lucas, Youssef Meguebli, Maguette Toure, Fawaz Al Qahtani, Ting Yu, Sanjay Chawla
Log files are files that record events, messages, or transactions.
1 code implementation • 27 Dec 2020 • Lun-Pin Yuan, Euijin Choo, Ting Yu, Issa Khalil, Sencun Zhu
Autoencoder-based anomaly detection methods have been used in identifying anomalous users from large-scale enterprise logs with the assumption that adversarial activities do not follow past habitual patterns.
no code implementations • 4 Dec 2020 • Junwei Liang, Liangliang Cao, Xuehan Xiong, Ting Yu, Alexander Hauptmann
The experimental results show that the STAN model can consistently improve the state of the arts in both action detection and action recognition tasks.
no code implementations • 26 Oct 2020 • Linlin Hou, Ji Zhang, Ou wu, Ting Yu, Zhen Wang, Zhao Li, Jianliang Gao, Yingchun Ye, Rujing Yao
We finally apply our model on PAKDD papers published from 2009-2019 to mine insightful results from scientific papers published in a longer time span.
no code implementations • 11 Jun 2020 • Da-Wei Luo, Xiao-Feng Qian, Ting Yu
We investigate dynamical generation of macroscopic nonlocal entanglements between two remote massive magnon-superconducting-circuit hybrid systems.
Quantum Physics
1 code implementation • CVPR 2020 • Junwei Liang, Lu Jiang, Kevin Murphy, Ting Yu, Alexander Hauptmann
The first contribution is a new dataset, created in a realistic 3D simulator, which is based on real world trajectory data, and then extrapolated by human annotators to achieve different latent goals.
Ranked #1 on
Multi-future Trajectory Prediction
on ForkingPaths
1 code implementation • 10 Sep 2019 • Abhijat Sarma, Rupak Chatterjee, Kaitlin Gili, Ting Yu
Machine learning algorithms perform well on identifying patterns in many different datasets due to their versatility.
1 code implementation • 6 Jun 2019 • Zhou Yu, Dejing Xu, Jun Yu, Ting Yu, Zhou Zhao, Yueting Zhuang, DaCheng Tao
It is both crucial and natural to extend this research direction to the video domain for video question answering (VideoQA).
Ranked #15 on
Video Question Answering
on ActivityNet-QA
Visual Question Answering (VQA)
Zero-Shot Video Question Answer
no code implementations • CVPR 2019 • Yibing Zhan, Jun Yu, Ting Yu, DaCheng Tao
In this paper, we explore the beneficial effect of undetermined relationships on visual relationship detection.