Publications

SocioDojo: Building Lifelong Analytical Agents with Real-world Text and Time Series. The 12th International Conference on Learning Representations (ICLR'24), 2024.
Bridging Neural and Symbolic Representations with Transitional Dictionary Learning. The 12th International Conference on Learning Representations (ICLR'24), 2024.
Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes. The 38th Annual AAAI Conference on Artificial Intelligence (AAAI'24), 2023.
Training Robust Zero-Shot Voice Conversion Models with Self-Supervised Features. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
Neural Network Optimization with Biologically Inspired Low-Dimensional Manifold Learning. 2021 International Conference on Computational Science and Computational Intelligence (CSCI), 2021.
Mixed Spatio-Temporal Neural Networks on Real-time Prediction of Crimes. 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 2021.
Corrupting Data to Remove Deceptive Perturbation: Using Preprocessing Method to Improve System Robustness. 2021 International Conference on Computational Science and Computational Intelligence (CSCI), 2021.
PATCHCOMM: Using Commonsense Knowledge to Guide Syntactic Parsers. Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021.
A Scale Invariant Measure of Flatness for Deep Network Minima. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
Training Many-to-Many Recurrent Neural Networks with Target Propagation. Artificial Neural Networks and Machine Learning – ICANN 2021, 2021.
AdvMS: A Multi-Source Multi-Cost Defense Against Adversarial Attacks. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.
JOBS: Joint-Sparse Optimization from Bootstrap Samples. 2019 IEEE International Symposium on Information Theory (ISIT), 2019.
Deep Learning for Minimal-context Block Tracking through Side-channel Analysis. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019.
A Greedy Pursuit Algorithm for Separating Signals from Nonlinear Compressive Observations. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018.
Tree Structured Multimedia Signal Modeling. Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, FLAIRS 2018, Melbourne, Florida, USA. May 21-23 2018, 2018.
Sound Signal Processing with Seq2Tree Network. Proceedings of the Eleventh International Conference on Language Resources and Evaluation, LREC 2018, Miyazaki, Japan, May 7-12, 2018, 2018.
A provable nonconvex model for factoring nonnegative matrices. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017.
Compressive coding via random replicate mirror. 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2016.
Predicting local field potentials with recurrent neural networks. 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016.
Partial face recognition: A sparse representation-based approach. 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016.
Low-rank matrices recovery via entropy function. 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016.
Wi(Deband)-Fi: A Proposal for an Opportunistic Wideband Architecture Based on Wi-Fi. Proceedings of the 14th ACM International Symposium on Mobility Management and Wireless Access, 2016.
Local sensing with global recovery. 2015 IEEE International Conference on Image Processing (ICIP), 2015.
Ultrawideband RF compressed sensing using spectrally-encoded ultrafast laser pulses. 2015 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), 2015.
Nonnegative matrix factorization with gradient vertex pursuit. 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015.
Targeted Dot Product Representation for Friend Recommendation in Online Social Networks. Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015, 2015.
Structured sparse representation with low-rank interference. 2014 48th Asilomar Conference on Signals, Systems and Computers, 2014.
Video frame interpolation via weighted robust principal component analysis. 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, 2013.
Simultaneous sparse recovery for unsupervised hyperspectral unmixing. Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII, 2011.
On application of game theory for understanding trust in networks. 2009 International Symposium on Collaborative Technologies and Systems, 2009.
Game-theoretic High-Level Distributed Fusion. BAE SYSTEMS NATIONAL SECURITY SOLUTION INC BURLINGTON MA, 2008.
Opportunistic Sensor Resource Management for Extended Conditions. Proceedings of 8th International Conference on Fusions, 2007.
Filtering Techniques Applied to Dynamic Games and Their Applications. Proceedings of 2007 National Symposium on Sensor and Data Fusion, 2007.