Yao Lu

Affiliations:
  • Google
  • University of California, San Diego, USA (PhD 2016)


According to our database1, Yao Lu authored at least 60 papers between 2011 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
COAT: Compressing Optimizer states and Activation for Memory-Efficient FP8 Training.
CoRR, 2024

HART: Efficient Visual Generation with Hybrid Autoregressive Transformer.
CoRR, 2024

Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models.
CoRR, 2024

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers.
CoRR, 2024

VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation.
CoRR, 2024

LongVILA: Scaling Long-Context Visual Language Models for Long Videos.
CoRR, 2024

Wolf: Captioning Everything with a World Summarization Framework.
CoRR, 2024

VILA<sup>2</sup>: VILA Augmented VILA.
CoRR, 2024

X-VILA: Cross-Modality Alignment for Large Language Model.
CoRR, 2024

AutoRT: Embodied Foundation Models for Large Scale Orchestration of Robotic Agents.
CoRR, 2024


SARA-RT: Scaling up Robotics Transformers with Self-Adaptive Robust Attention.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

RT-Trajectory: Robotic Task Generalization via Hindsight Trajectory Sketches.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
VILA: On Pre-training for Visual Language Models.
CoRR, 2023

Deep RL at Scale: Sorting Waste in Office Buildings with a Fleet of Mobile Manipulators.
CoRR, 2023

Open-World Object Manipulation using Pre-trained Vision-Language Models.
CoRR, 2023

Grounded Decoding: Guiding Text Generation with Grounded Models for Robot Control.
CoRR, 2023



Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous Driving Research.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Robotic Table Wiping via Reinforcement Learning and Whole-body Trajectory Optimization.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Jump-Start Reinforcement Learning.
Proceedings of the International Conference on Machine Learning, 2023

Token Turing Machines.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Open-World Object Manipulation using Pre-Trained Vision-Language Models.
Proceedings of the Conference on Robot Learning, 2023


2022
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.
CoRR, 2022

Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale.
Proceedings of the Conference on Robot Learning, 2022


2021
AW-Opt: Learning Robotic Skills with Imitation and Reinforcement at Scale.
CoRR, 2021

Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills.
CoRR, 2021

Delayed Gradient Averaging: Tolerate the Communication Latency for Federated Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Visionary: Vision architecture discovery for robot learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills.
Proceedings of the 38th International Conference on Machine Learning, 2021

Taskology: Utilizing Task Relations at Scale.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

AW-Opt: Learning Robotic Skills with Imitation andReinforcement at Scale.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

2019
User performance evaluation and real-time guidance in cloud-based physical therapy monitoring and guidance system.
Multim. Tools Appl., 2019

2018
Novel Hybrid-Cast Approach to Reduce Bandwidth and Latency for Cloud-Based Virtual Space.
ACM Trans. Multim. Comput. Commun. Appl., 2018

2017
Asymmetric and selective object rendering for optimized Cloud Mobile 3D Display Gaming user experience.
Multim. Tools Appl., 2017

PRINCESS: Privacy-protecting Rare disease International Network Collaboration via Encryption through Software guard extensionS.
Bioinform., 2017

Wireless VR/AR with Edge/Cloud Computing.
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

2016
Modeling and Optimizing User Experience for Cloud Mobile 3D Applications.
PhD thesis, 2016

JAVRE: A Joint Asymmetric Video Rendering and Encoding Approach to Enable Optimized Cloud Mobile 3D Virtual Immersive User Experience.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2016

A Novel Hyper-Cast Approach to Enable Cloud-Based Virtual Classroom Applications.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Novel 3D-WPP algorithms for parallel HEVC encoding.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

PREMIX: PRivacy-preserving EstiMation of Individual admiXture.
Proceedings of the AMIA 2016, 2016

2015
Enhancing Video Encoding for Cloud Gaming Using Rendering Information.
IEEE Trans. Circuits Syst. Video Technol., 2015

Cloud Mobile 3D Display Gaming User Experience Modeling and Optimization by Asymmetric Graphics Rendering.
IEEE J. Sel. Top. Signal Process., 2015

Motion data alignment and real-time guidance in cloud-based virtual training system.
Proceedings of the conference on Wireless Health, 2015

Optimizing Cloud Mobile 3D Display Gaming user experience by asymmetric object of interest rendering.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Motion data alignment for real-time guidance in avatar based physical therapy training system.
Proceedings of the 17th International Conference on E-health Networking, 2015

2014
Enhancing Cloud Mobile 3D display gaming user experience by asymmetric graphics rendering.
Proceedings of the International Conference on Computing, Networking and Communications, 2014

2013
Image Super-Resolution Via Analysis Sparse Prior.
IEEE Signal Process. Lett., 2013

Cross Segment Decoding of HEVC for Network Video Applications.
Proceedings of the 20th International Packet Video Workshop, 2013

Cross Segment Decoding for Improved Quality of Experience for Video Applications.
Proceedings of the 2013 Data Compression Conference, 2013

Ultra Fast H.264/AVC to HEVC Transcoder.
Proceedings of the 2013 Data Compression Conference, 2013

2011
An Efficient and Integrated Algorithm for Video Enhancement in Challenging Lighting Conditions
CoRR, 2011

Fast efficient algorithm for enhancement of low lighting video.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011


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