Prateek Yadav

Orcid: 0000-0003-1445-3150

According to our database1, Prateek Yadav authored at least 21 papers between 2018 and 2023.

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Bibliography

2023
ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization.
CoRR, 2023

D2 Pruning: Message Passing for Balancing Diversity and Difficulty in Data Pruning.
CoRR, 2023

Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy.
CoRR, 2023

Resolving Interference When Merging Models.
CoRR, 2023

Self-Chained Image-Language Model for Video Localization and Question Answering.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

TIES-Merging: Resolving Interference When Merging Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exploring Continual Learning for Code Generation Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Exclusive Supermask Subnetwork Training for Continual Learning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Low-Cost Algorithmic Recourse for Users With Uncertain Cost Functions.
CoRR, 2021

multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
Evaluating the Impact of Region Based Content Popularity of Videos on the Cost of CDN Deployment.
Proceedings of the 2020 National Conference on Communications, 2020

NHP: Neural Hypergraph Link Prediction.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Lovasz Convolutional Networks.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Confidence-based Graph Convolutional Networks for Semi-Supervised Learning.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Graph Convolutional Networks based Word Embeddings.
CoRR, 2018

HyperGCN: Hypergraph Convolutional Networks for Semi-Supervised Classification.
CoRR, 2018

Lovasz Convolutional Networks.
CoRR, 2018


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