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Sunny Verma

Imitation Learning: Progress, Taxonomies and Challenges
2022 · Boyuan Zheng, Sunny Verma, et al. · IEEE Transactions on Neural Networks and Learning Systems · 176
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Variational co-embedding learning for attributed network clustering
2023 · Shuiqiao Yang, Sunny Verma, et al. · Knowledge-Based Systems · 56
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DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis
2019 · Sunny Verma, Chen Wang, et al. · International Joint Conference on Artificial Intelligence · 53
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A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics
2022 · Li, Yiqiao, Zhou, Jianlong, et al. · arXiv (Cornell University) · 51
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Understanding Relations Between Perception of Fairness and Trust in Algorithmic Decision Making
2021 · Jianlong Zhou, Sunny Verma, et al. · International Conference on Behavioral, Economic, and Socio-Cultural Computing · 44
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Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis
2020 · Sunny Verma, Jiwei Wang, et al. · Proceedings · 26
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DDoD: Dual Denial of Decision Attacks on Human-AI Teams
2023 · Benjamin Tag, Niels van Berkel, et al. · IEEE Pervasive Computing · 17
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Fairness and Cost Constrained Privacy-Aware Record Linkage
2022 · Nan Wu, Dinusha Vatsalan, et al. · IEEE Transactions on Information Forensics and Security · 9
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Learning discriminability-preserving histogram representation from unordered features for multibiometric feature-fused-template protection
2016 · Meng-Hui Lim, Sunny Verma, et al. · Pattern Recognition · 8
A Data Driven Approach for Leak Detection with Smart Sensors
2020 · Bin Liang, Sunny Verma, et al. · International Conference on Control, Automation, Robotics and Vision (ICARCV) · 7
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Detection of Anomalous Traffic Patterns and Insight Analysis from Bus Trajectory Data
2019 · Xiaocai Zhang, Xuan Zhang, et al. · Lecture notes in computer science · 6
Attn-HybridNet: Improving Discriminability of Hybrid Features With Attention Fusion
2021 · Sunny Verma, Chen Wang, et al. · IEEE Transactions on Cybernetics · 5
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Extracting Highly Effective Features for Supervised Learning via Simultaneous Tensor Factorization
2017 · Sunny Verma, Wei Liu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 5
On Minimal Realization of ILF-Languages: A Categorical Approach
2022 · Sunny Verma, Swati Yadav, et al. · New Mathematics and Natural Computation · 4
Are Graph Neural Network Explainers Robust to Graph Noises?
2022 · Yiqiao Li, Sunny Verma, et al. · Lecture notes in computer science · 4
Hybrid Networks: Improving Deep Learning Networks via Integrating Two Views of Images
2018 · Sunny Verma, Wei Liu, et al. · Lecture notes in computer science · 4
Interpretable Binaural Ratio for Visually Guided Binaural Audio Generation
2022 · Tao Zheng, Sunny Verma, et al. · International Joint Conference on Neural Networks (IJCNN) · 3
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A Compliance Checking Framework for DNN Models
2019 · Sunny Verma, Chen Wang, et al. · International Joint Conference on Artificial Intelligence · 3
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Towards Effective Data Augmentations via Unbiased GAN Utilization
2019 · Sunny Verma, Chen Wang, et al. · Lecture notes in computer science · 1
On Brzozowski’s algorithm, pumping lemma, and monoid representation for a typical hesitant fuzzy multiset language
2025 · Sunny Verma, Vijay K. Yadav, et al. · International Journal of Information Technology
Common and Unique Feature Learning for Data Fusion
2020 · Sunny Verma · UTS ePRESS (University of Technology Sydney)
Multiple Knowledge Transfer for Cross-Domain Recommendation
2019 · Quan Do, Sunny Verma, et al. · Lecture notes in computer science
Works count: 22
Citation count: 482
H-index: 8
I10-index: 7
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