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

A game theoretic approach for energy-efficient communications in multi-hop cognitive radio networks.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2016

A cross-layer study for application-aware multi-hop cognitive radio networks.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2016

A new architecture for application-aware cognitive multihop wireless networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2016

Generic attack against robust steganography based on spring transform and geometrization.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2016

Energy harvesting for wireless sensor networks: applications and challenges in smart grid.

[BibT_eX]

[DOI]

Int. J. Sens. Networks, 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

A resource-efficient approach to steganography in mobile systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 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]

Deborah D. Duran-Herrmann

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

2015

A Measurement-Based Stochastic Model for High-Speed Railway Channels.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2015

Non-orthogonal multiple access with weighted sum-rate optimization for downlink broadcast channel.

[BibT_eX]

[DOI]

Xiaofang Sun

Zhangdui Zhong

Deborah D. Duran-Herrmann

Proceedings of the 34th IEEE Military Communications Conference, 2015

Leveraging martingales for robust cognitive radio transmission control.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE Military Communications Conference, 2015

Performance analysis of MANET routing protocols by varying mobility, speed and network load.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Signal Processing and Communication Systems, 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

Steganography attack based on Discrete Spring Transform and image geometrization.

[BibT_eX]

[DOI]

Proceedings of the International Wireless Communications and Mobile Computing Conference, 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

Frequency domain discrete spring transform: A novel frequency domain steganographic attack.

[BibT_eX]

[DOI]

Proceedings of the 9th International Symposium on Communication Systems, 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

Xing-zone bridge construction for multi-hop cognitive radio networks with channel bonding.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Channel allocation and multicast routing in cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

An active audio steganography attacking method using discrete spring transform.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

A novel active warden steganographic attack for next-generation steganography.

[BibT_eX]

[DOI]

Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

A video steganography attack using multi-dimensional Discrete Spring Transform.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Signal and Image Processing Applications, 2013

Distributed beamforming with imperfect phase synchronization for cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2013

2012

Securing wireless communications in transmit-beamforming systems by precoding jamming noise signals.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2012

Distributed Flow Scheduling in Unknown Environment

[BibT_eX]

[DOI]

Keqin Liu

Qing Zhao

CoRR, 2012

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

[BibT_eX]

[DOI]

Pingyi Fan

Yongming Huang

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2012

Constructing backbone of a multi-hop cognitive radio network with channel bonding.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Global Communications Conference, 2012

Network coding-aware channel allocation and routing in cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Global Communications Conference, 2012

Propagation measurements and analysis of fading behavior for high speed rail cutting scenarios.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011

Performance analysis of MIMO-SESS with Alamouti scheme over Rayleigh fading channels.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2011

Distributed MIMO technologies in cooperative wireless networks.

[BibT_eX]

[DOI]

Shichuan Ma