Yaoqing Yang

Prateek Mittal

Proceedings of the Twelfth International Conference on Learning Representations, 2024

AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Model Balancing Helps Low-data Training and Fine-tuning.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

When are ensembles really effective?

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Test Accuracy vs. Generalization Gap: Model Selection in NLP without Accessing Training or Testing Data.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Three-regime Model of Network Pruning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

2022

Evaluating natural language processing models with generalization metrics that do not need access to any training or testing data.

[BibT_eX]

[DOI]

CoRR, 2022

Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Neurotoxin: Durable Backdoors in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Self-supervised Spatial Reasoning on Multi-View Line Drawings.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

The Effect of Model Size on Worst-Group Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

Contrastive Spatial Reasoning on Multi-View Line Drawings.

[BibT_eX]

[DOI]

CoRR, 2021

Taxonomizing local versus global structure in neural network loss landscapes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

A Dataset-Dispersion Perspective on Reconstruction Versus Recognition in Single-View 3D Reconstruction Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on 3D Vision, 2021

2020

Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Addressing Unreliability in Emerging Devices and Non-von Neumann Architectures Using Coded Computing.

[BibT_eX]

[DOI]

Proc. IEEE, 2020

Benchmarking Semi-supervised Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Serverless Straggler Mitigation using Local Error-Correcting Codes.

[BibT_eX]

[DOI]

CoRR, 2020

Boundary thickness and robustness in learning models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Serverless Straggler Mitigation using Error-Correcting Codes.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

3D Coded SUMMA: Communication-Efficient and Robust Parallel Matrix Multiplication.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2020: Parallel Processing, 2020

Robust Class Parallelism - Error Resilient Parallel Inference with Low Communication Cost.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Proactive Caching for Vehicular Multi-View 3D Video Streaming via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2019

Coded Elastic Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Systematic Matrix Multiplication Codes.

[BibT_eX]

[DOI]

Haewon Jeong

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Fast Temporal Path Localization on Graphs via Multiscale Viterbi Decoding.

[BibT_eX]

[DOI]

Siheng Chen

Mohammad Ali Maddah-Ali

Jelena Kovacevic

IEEE Trans. Signal Process., 2018

Straggler-Resilient and Communication-Efficient Distributed Iterative Linear Solver.

[BibT_eX]

[DOI]

CoRR, 2018

Coded Iterative Computing using Substitute Decoding.

[BibT_eX]

[DOI]

CoRR, 2018

Coding for a Single Sparse Inverse Problem.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

FoldingNet: Point Cloud Auto-Encoder via Deep Grid Deformation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication: Fast k-Nearest Neighbors Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Cross-Iteration Coded Computing.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Detecting Localized Categorical Attributes on Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Spectrum Reuse Ratio in 5G Cellular Networks: A Matrix Graph Approach.

[BibT_eX]

[DOI]

Bo Bai

Wei Chen

IEEE Trans. Mob. Comput., 2017

Graph Codes for Distributed Instant Message Collection in an Arbitrary Noisy Broadcast Network.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

Rate Distortion for Lossy In-Network Linear Function Computation and Consensus: Distortion Accumulation and Sequential Reverse Water-Filling.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

Computing Linear Transformations With Unreliable Components.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

FoldingNet: Interpretable Unsupervised Learning on 3D Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2017

Neighbors Do Help: Deeply Exploiting Local Structures of Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2017

Coding Method for Parallel Iterative Linear Solver.

[BibT_eX]

[DOI]

CoRR, 2017

Coded Distributed Computing for Inverse Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Fast path localization on graphs via multiscale Viterbi decoding.

[BibT_eX]

[DOI]

Siheng Chen

Mohammad Ali Maddah-Ali

Jelena Kovacevic

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Rate Distortion for Lossy In-network Function Computation: Information Dissipation and Sequential Reverse Water-Filling.

[BibT_eX]

[DOI]

CoRR, 2016

Detecting Structure-correlated Attributes on Graphs.

[BibT_eX]

[DOI]

CoRR, 2016

Signal Localization, Decomposition and Dictionary Learning on Graphs.

[BibT_eX]

[DOI]

CoRR, 2016

Fault-tolerant parallel linear filtering using compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the 9th International Symposium on Turbo Codes and Iterative Information Processing, 2016

Energy efficient distributed coding for data collection in a noisy sparse network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Computing linear transforms with unreliable components.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Coding for lossy function computation: Analyzing sequential function computation with distortion accumulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Signal detection on graphs: Bernoulli noise model.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Monitoring Manhattan's traffic at 5 intersections?

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Fault-tolerant distributed logistic regression using unreliable components.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Information dissipation in noiseless lossy in-network function computation.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

How Much Frequency Can Be Reused in 5G Cellular Networks - A Matrix Graph Model.

[BibT_eX]

[DOI]

Bo Bai

Wei Chen

CoRR, 2014

Achieving high frequency reuse in dense cellular networks: A matrix graph approach.

[BibT_eX]

[DOI]

Bo Bai

Wei Chen

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Can a noisy encoder be used to communicate reliably?

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

Distributed flow scheduling in an unknown environment.

[BibT_eX]

[DOI]

Keqin Liu

Pingyi Fan

Proceedings of the 11th International Symposium and Workshops on Modeling and Optimization in Mobile, 2013

2012

Doppler frequency offsets estimation and diversity reception scheme of high speed railway with multiple antennas on separated carriages.

[BibT_eX]

[DOI]