Mangal Prakash

39 papers A* 6A 1C 2Journal 22Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Beyond Sequence: Impact of Geometric Context for RNA Property Prediction. ICLR Junjie Xu, Artem Moskalev, Tommaso Mansi, Mangal Prakash, Rui Liao
2025	J	`jnl`	BioBO: Biology-informed Bayesian Optimization for Perturbation Design. CoRR Yanke Li, Tianyu Cui, Tommaso Mansi, Mangal Prakash, Rui Liao
2025	J	`jnl`	BioLangFusion: Multimodal Fusion of DNA, mRNA, and Protein Language Models. CoRR Amina Mollaysa, Artem Moskalev, Pushpak Pati, Tommaso Mansi, Mangal Prakash, Rui Liao
2025	J	`jnl`	DualEquiNet: A Dual-Space Hierarchical Equivariant Network for Large Biomolecules. CoRR Junjie Xu, Jiahao Zhang, Mangal Prakash, Xiang Zhang, Suhang Wang
2025	J	`jnl`	GRAM-TDI: adaptive multimodal representation learning for drug target interaction prediction. CoRR Feng Jiang, Amina Mollaysa, Hehuan Ma, Tommaso Mansi, Junzhou Huang, Mangal Prakash, Rui Liao
2025	A*	`conf`	Geometric Hyena Networks for Large-scale Equivariant Learning. ICML Artem Moskalev, Mangal Prakash, Junjie Xu, Tianyu Cui, Rui Liao, Tommaso Mansi
2025	J	`jnl`	Geometric Hyena Networks for Large-scale Equivariant Learning. CoRR Artem Moskalev, Mangal Prakash, Junjie Xu, Tianyu Cui, Rui Liao, Tommaso Mansi
2025	A*	`conf`	HELM: Hierarchical Encoding for mRNA Language Modeling. ICLR Mehdi Yazdani-Jahromi, Mangal Prakash, Tommaso Mansi, Artem Moskalev, Rui Liao
2025	J	`jnl`	HyperHELM: Hyperbolic Hierarchy Encoding for mRNA Language Modeling. CoRR Max van Spengler, Artem Moskalev, Tommaso Mansi, Mangal Prakash, Rui Liao
2025	A*	`conf`	InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference. ICML Tianyu Cui, Song-Jun Xu, Artem Moskalev, Shuwei Li, Tommaso Mansi, Mangal Prakash, Rui Liao
2025	J	`jnl`	InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference. CoRR Tianyu Cui, Song-Jun Xu, Artem Moskalev, Shuwei Li, Tommaso Mansi, Mangal Prakash, Rui Liao
2025	J	`jnl`	Multimodal Modeling of CRISPR-Cas12 Activity Using Foundation Models and Chromatin Accessibility Data. CoRR Azim Dehghani Amirabad, Yanfei Zhang, Artem Moskalev, Sowmya Rajesh, Tommaso Mansi, Shuwei Li, Mangal Prakash, Rui Liao
2025	J	`jnl`	TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence. CoRR Feng Jiang, Mangal Prakash, Hehuan Ma, Jianyuan Deng, Yuzhi Guo, Amina Mollaysa, Tommaso Mansi, Rui Liao, Junzhou Huang
2024	J	`jnl`	Addressing label noise for electronic health records: insights from computer vision for tabular data. BMC Medical Informatics Decis. Mak. Jenny Yang, Hagen Triendl, Andrew A. S. Soltan, Mangal Prakash, David A. Clifton
2024	J	`jnl`	Beyond Sequence: Impact of Geometric Context for RNA Property Prediction. CoRR Junjie Xu, Artem Moskalev, Tommaso Mansi, Mangal Prakash, Rui Liao
2024	J	`jnl`	HELM: Hierarchical Encoding for mRNA Language Modeling. CoRR Mehdi Yazdani-Jahromi, Mangal Prakash, Tommaso Mansi, Artem Moskalev, Rui Liao
2024	—	`conf`	SE(3)-Hyena Operator for Scalable Equivariant Learning. GRaM Artem Moskalev, Mangal Prakash, Rui Liao, Tommaso Mansi
2024	J	`jnl`	SE(3)-Hyena Operator for Scalable Equivariant Learning. CoRR Artem Moskalev, Mangal Prakash, Rui Liao, Tommaso Mansi
2022	—	`—`	Fully Unsupervised Image Denoising, Diversity Denoising and Image Segmentation with Limited Annotations. Mangal Prakash
2022	A*	`conf`	Interpretable Unsupervised Diversity Denoising and Artefact Removal. ICLR Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug
2021	A*	`conf`	Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders. ICLR Mangal Prakash, Alexander Krull, Florian Jug
2021	J	`jnl`	Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods. CoRR Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug
2020	A	`conf`	A Primal-Dual Solver for Large-Scale Tracking-by-Assignment. AISTATS Stefan Haller, Mangal Prakash, Lisa Hutschenreiter, Tobias Pietzsch, Carsten Rother, Florian Jug, Paul Swoboda, Bogdan Savchynskyy
2020	J	`jnl`	A Primal-Dual Solver for Large-Scale Tracking-by-Assignment. CoRR Stefan Haller, Mangal Prakash, Lisa Hutschenreiter, Tobias Pietzsch, Carsten Rother, Florian Jug, Paul Swoboda, Bogdan Savchynskyy
2020	—	`conf`	DenoiSeg: Joint Denoising and Segmentation. ECCV Workshops (1) Tim-Oliver Buchholz, Mangal Prakash, Deborah Schmidt, Alexander Krull, Florian Jug
2020	J	`jnl`	DenoiSeg: Joint Denoising and Segmentation. CoRR Tim-Oliver Buchholz, Mangal Prakash, Alexander Krull, Florian Jug
2020	J	`jnl`	Distributed Stopping Criterion for Consensus in the Presence of Delays. IEEE Trans. Control. Netw. Syst. Mangal Prakash, Saurav Talukdar, Sandeep Attree, Vikas Yadav, Murti V. Salapaka
2020	J	`jnl`	DivNoising: Diversity Denoising with Fully Convolutional Variational Autoencoders. CoRR Mangal Prakash, Alexander Krull, Florian Jug
2020	—	`conf`	Fully Unsupervised Probabilistic Noise2Void. ISBI Mangal Prakash, Manan Lalit, Pavel Tomancak, Alexander Krull, Florian Jug
2020	—	`conf`	Leveraging Self-supervised Denoising for Image Segmentation. ISBI Mangal Prakash, Tim-Oliver Buchholz, Manan Lalit, Pavel Tomancak, Florian Jug, Alexander Krull
2020	J	`jnl`	Probabilistic Noise2Void: Unsupervised Content-Aware Denoising. Frontiers Comput. Sci. Alexander Krull, Tomás Vicar, Mangal Prakash, Manan Lalit, Florian Jug
2019	J	`jnl`	Fully Unsupervised Probabilistic Noise2Void. CoRR Mangal Prakash, Manan Lalit, Pavel Tomancak, Alexander Krull, Florian Jug
2019	J	`jnl`	Leveraging Self-supervised Denoising for Image Segmentation. CoRR Mangal Prakash, Tim-Oliver Buchholz, Manan Lalit, Pavel Tomancak, Florian Jug, Alexander Krull
2018	—	`conf`	Distributed Stopping Criterion for Ratio Consensus. Allerton Mangal Prakash, Saurav Talukdar, Sandeep Attree, Sourav Patel, Murti V. Salapaka
2017	J	`jnl`	Distributed Apportioning in a Power Network for providing Demand Response Services. CoRR Sourav Patel, Sandeep Attree, Saurav Talukdar, Mangal Prakash, Murti V. Salapaka
2017	—	`conf`	Distributed apportioning in a power network for providing demand response services. SmartGridComm Sourav Patel, Sandeep Attree, Saurav Talukdar, Mangal Prakash, Murti V. Salapaka
2015	—	`conf`	Reconstruction of networks of cyclostationary processes. CDC Saurav Talukdar, Mangal Prakash, Donatello Materassi, Murti V. Salapaka
2014	C	`conf`	A comparison among PID, Sliding Mode and internal model control for a buck converter. IECON Arnab Ghosh, Mangal Prakash, Sourav Pradhan, Subrata Banerjee
2014	C	`conf`	A novel neuro-classifier using Multiscale Permutation Entropy for motor fault diagnosis. CCA Partha Sarathee Bhowmik, Mangal Prakash, Sourav Pradhan