Sunny Verma

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 29

Top Topics

Imitation Learning

Sentiment Analysis

Decision Making

Tensor Factorization

Top Venues

IEEE Trans. Cybern.

Publications

Boyuan Zheng, Sunny Verma, Jianlong Zhou, Ivor W. Tsang, Fang Chen
Imitation Learning: Progress, Taxonomies and Challenges. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Shuiqiao Yang, Sunny Verma, Borui Cai, Jiaojiao Jiang, Kun Yu, Fang Chen, Shui Yu
Variational co-embedding learning for attributed network clustering. Knowl. Based Syst. 270 (2023)
Sunny Verma, Swati Yadav, Vijay K. Yadav, S. P. Tiwari
On Minimal Realization of ILF-Languages: A Categorical Approach. New Math. Nat. Comput. 19 (1) (2023)
Benjamin Tag, Niels van Berkel, Sunny Verma, Benjamin Zi Hao Zhao, Shlomo Berkovsky, Dali Kaafar, Vassilis Kostakos, Olga Ohrimenko
DDoD: Dual Denial of Decision Attacks on Human-AI Teams. IEEE Pervasive Comput. 22 (1) (2023)
Nan Wu, Dinusha Vatsalan, Sunny Verma, Mohamed Ali Kâafar
Fairness and Cost Constrained Privacy-Aware Record Linkage. CoRR (2022)
Sunny Verma, Chen Wang, Liming Zhu, Wei Liu
Attn-HybridNet: Improving Discriminability of Hybrid Features With Attention Fusion. IEEE Trans. Cybern. 52 (7) (2022)
Nan Wu, Dinusha Vatsalan, Sunny Verma, Mohamed Ali Kâafar
Fairness and Cost Constrained Privacy-Aware Record Linkage. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Tao Zheng, Sunny Verma, Wei Liu
Interpretable Binaural Ratio for Visually Guided Binaural Audio Generation. IJCNN (2022)
Benjamin Tag, Niels van Berkel, Sunny Verma, Benjamin Zi Hao Zhao, Shlomo Berkovsky, Dali Kaafar, Vassilis Kostakos, Olga Ohrimenko
DDoD: Dual Denial of Decision Attacks on Human-AI Teams. CoRR (2022)
M. S. Sowmya, S. S. P. M. Sharma, Akash Kumar Bhagat, Pooja Verma, Sunny Verma, Durgesh Wadhwa
Construction of Data Driven Decomposition Based Soft Sensors with Auto Encoder Deep Neural Network for IoT Healthcare Applications. Int. J. Commun. Networks Inf. Secur. 14 (2) (2022)
Yiqiao Li, Jianlong Zhou, Sunny Verma, Fang Chen
A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics. CoRR (2022)
Yiqiao Li, Sunny Verma, Shuiqiao Yang, Jianlong Zhou, Fang Chen
Are Graph Neural Network Explainers Robust to Graph Noises? AI (2022)
Boyuan Zheng, Sunny Verma, Jianlong Zhou, Ivor W. Tsang, Fang Chen
Imitation Learning: Progress, Taxonomies and Opportunities. CoRR (2021)
Ajith Tom James, Dhruval Vaidya, Mustufa Sodawala, Sunny Verma
Selection of bus chassis for large fleet operators in India: An AHP-TOPSIS approach. Expert Syst. Appl. 186 (2021)
Shuiqiao Yang, Sunny Verma, Borui Cai, Jiaojiao Jiang, Kun Yu, Fang Chen, Shui Yu
Variational Co-embedding Learning for Attributed Network Clustering. CoRR (2021)
Jianlong Zhou, Sunny Verma, Mudit Mittal, Fang Chen
Understanding Relations Between Perception of Fairness and Trust in Algorithmic Decision Making. CoRR (2021)
Jianlong Zhou, Sunny Verma, Mudit Mittal, Fang Chen
Understanding Relations Between Perception of Fairness and Trust in Algorithmic Decision Making. BESC (2021)
Sunny Verma, Chen Wang, Liming Zhu, Wei Liu
Attn-HybridNet: Improving Discriminability of Hybrid Features with Attention Fusion. CoRR (2020)
Bin Liang, Sunny Verma, Jie Xu, Shuming Liang, Zhidong Li, Yang Wang, Fang Chen
A Data Driven Approach for Leak Detection with Smart Sensors. ICARCV (2020)
Sunny Verma, Jiwei Wang, Zhefeng Ge, Rujia Shen, Fan Jin, Yang Wang, Fang Chen, Wei Liu
Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis. ICDM (2020)
Sunny Verma, Jiwei Wang, Zhefeng Ge, Rujia Shen, Fan Jin, Yang Wang, Fang Chen, Wei Liu
Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis. CoRR (2020)
Sunny Verma, Chen Wang, Liming Zhu, Wei Liu
DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis. IJCAI (2019)
Sunny Verma, Chen Wang, Liming Zhu, Wei Liu
Towards Effective Data Augmentations via Unbiased GAN Utilization. PRICAI (3) (2019)
Quan Do, Sunny Verma, Fang Chen, Wei Liu
Multiple Knowledge Transfer for Cross-Domain Recommendation. PRICAI (3) (2019)
Xiaocai Zhang, Xuan Zhang, Sunny Verma, Yuansheng Liu, Michael Blumenstein, Jinyan Li
Detection of Anomalous Traffic Patterns and Insight Analysis from Bus Trajectory Data. PRICAI (3) (2019)
Sunny Verma, Chen Wang, Liming Zhu, Wei Liu
A Compliance Checking Framework for DNN Models. IJCAI (2019)
Sunny Verma, Wei Liu, Chen Wang, Liming Zhu
Hybrid Networks: Improving Deep Learning Networks via Integrating Two Views of Images. ICONIP (1) (2018)
Sunny Verma, Wei Liu, Chen Wang, Liming Zhu
Extracting Highly Effective Features for Supervised Learning via Simultaneous Tensor Factorization. AAAI (2017)
Meng-Hui Lim, Sunny Verma, Guangcan Mai, Pong C. Yuen
Learning discriminability-preserving histogram representation from unordered features for multibiometric feature-fused-template protection. Pattern Recognit. 60 (2016)
Kwok-Bun Yue, Dilhar De Silva, Dan J. Kim, Mirac Aktepe, Stewart Nagle, Chris Boerger, Anubha Jain, Sunny Verma
Building Real World Domain-Specific Social Network Websites as a Capstone Project. J. Inf. Syst. Educ. 20 (1) (2009)