Sunny Verma

According to our database, Sunny Verma authored at least 25 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Imitation Learning: Progress, Taxonomies and Challenges.

Boyuan Zheng, Sunny Verma, Jianlong Zhou, Ivor W. Tsang, Fang Chen

IEEE Trans. Neural Networks Learn. Syst., May, 2024

2023

On Minimal Realization of ILF-Languages: A Categorical Approach.

Sunny Verma, Swati Yadav, Vijay K. Yadav, S. P. Tiwari

New Math. Nat. Comput., March, 2023

DDoD: Dual Denial of Decision Attacks on Human-AI Teams.

Benjamin Tag, Niels van Berkel, Sunny Verma, Benjamin Zi Hao Zhao, Shlomo Berkovsky, Dali Kaafar, Vassilis Kostakos, Olga Ohrimenko

IEEE Pervasive Comput., 2023

Variational co-embedding learning for attributed network clustering.

Shuiqiao Yang, Sunny Verma, Borui Cai, Jiaojiao Jiang, Kun Yu, Fang Chen, Shui Yu

Knowl. Based Syst., 2023

2022

Construction of Data Driven Decomposition Based Soft Sensors with Auto Encoder Deep Neural Network for IoT Healthcare Applications.

M. S. Sowmya, S. S. P. M. Sharma, Akash Kumar Bhagat, Pooja Verma, Sunny Verma, Durgesh Wadhwa

Int. J. Commun. Networks Inf. Secur., August, 2022

Fairness and Cost Constrained Privacy-Aware Record Linkage.

Nan Wu, Dinusha Vatsalan, Sunny Verma, Mohamed Ali Kâafar

IEEE Trans. Inf. Forensics Secur., 2022

Attn-HybridNet: Improving Discriminability of Hybrid Features With Attention Fusion.

Sunny Verma, Chen Wang, Liming Zhu, Wei Liu

IEEE Trans. Cybern., 2022

A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics.

Yiqiao Li, Jianlong Zhou, Sunny Verma, Fang Chen

CoRR, 2022

Interpretable Binaural Ratio for Visually Guided Binaural Audio Generation.

Tao Zheng, Sunny Verma, Wei Liu

Proceedings of the International Joint Conference on Neural Networks, 2022

Are Graph Neural Network Explainers Robust to Graph Noises?

Yiqiao Li, Sunny Verma, Shuiqiao Yang, Jianlong Zhou, Fang Chen

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021

Selection of bus chassis for large fleet operators in India: An AHP-TOPSIS approach.

Ajith Tom James, Dhruval Vaidya, Mustufa Sodawala, Sunny Verma

Expert Syst. Appl., 2021

Imitation Learning: Progress, Taxonomies and Opportunities.

Boyuan Zheng, Sunny Verma, Jianlong Zhou, Ivor W. Tsang, Fang Chen

CoRR, 2021

Understanding Relations Between Perception of Fairness and Trust in Algorithmic Decision Making.

Jianlong Zhou, Sunny Verma, Mudit Mittal, Fang Chen

Proceedings of the 8th International Conference on Behavioral and Social Computing, 2021

2020

Common and Unique Feature Learning for Data Fusion

Sunny Verma

PhD thesis, 2020

Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis.

Sunny Verma, Jiwei Wang, Zhefeng Ge, Rujia Shen, Fan Jin, Yang Wang, Fang Chen, Wei Liu

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

A Data Driven Approach for Leak Detection with Smart Sensors.

Bin Liang, Sunny Verma, Jie Xu, Shuming Liang, Zhidong Li, Yang Wang, Fang Chen

Proceedings of the 16th International Conference on Control, 2020

2019

Detection of Anomalous Traffic Patterns and Insight Analysis from Bus Trajectory Data.

Xiaocai Zhang, Xuan Zhang, Sunny Verma, Yuansheng Liu, Michael Blumenstein, Jinyan Li

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Towards Effective Data Augmentations via Unbiased GAN Utilization.

Sunny Verma, Chen Wang, Liming Zhu, Wei Liu

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Multiple Knowledge Transfer for Cross-Domain Recommendation.

Quan Do, Sunny Verma, Fang Chen, Wei Liu

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

A Compliance Checking Framework for DNN Models.

Sunny Verma, Chen Wang, Liming Zhu, Wei Liu

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis.

Sunny Verma, Chen Wang, Liming Zhu, Wei Liu

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Hybrid Networks: Improving Deep Learning Networks via Integrating Two Views of Images.

Sunny Verma, Wei Liu, Chen Wang, Liming Zhu

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Extracting Highly Effective Features for Supervised Learning via Simultaneous Tensor Factorization.

Sunny Verma, Wei Liu, Chen Wang, Liming Zhu

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Learning discriminability-preserving histogram representation from unordered features for multibiometric feature-fused-template protection.

Meng-Hui Lim, Sunny Verma, Guangcan Mai, Pong C. Yuen

Pattern Recognit., 2016

2009

Building Real World Domain-Specific Social Network Websites as a Capstone Project.

Kwok-Bun Yue, Dilhar De Silva, Dan J. Kim, Mirac Aktepe, Stewart Nagle, Chris Boerger, Anubha Jain, Sunny Verma

J. Inf. Syst. Educ., 2009