Siyuan Feng

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Known people with the same name:

Bibliography

2026
Learning while Deploying: Fleet-Scale Reinforcement Learning for Generalist Robot Policies.
CoRR, May, 2026

daVinci-LLM:Towards the Science of Pretraining.
CoRR, March, 2026

Data Darwinism Part I: Unlocking the Value of Scientific Data for Pre-training.
CoRR, February, 2026

SOP: A Scalable Online Post-Training System for Vision-Language-Action Models.
CoRR, January, 2026

SVATA: A Spatial Visual Attention Tracking and Analysis Platform for Embodied Cognition Research.
Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

2025
ReSpec: Towards Optimizing Speculative Decoding in Reinforcement Learning Systems.
CoRR, October, 2025

Expert-as-a-Service: Towards Efficient, Scalable, and Robust Large-scale MoE Serving.
CoRR, September, 2025

DistFlow: A Fully Distributed RL Framework for Scalable and Efficient LLM Post-Training.
CoRR, July, 2025

LLM-ODDR: A Large Language Model Framework for Joint Order Dispatching and Driver Repositioning.
CoRR, May, 2025

Genie Centurion: Accelerating Scalable Real-World Robot Training with Human Rewind-and-Refine Guidance.
CoRR, May, 2025

Adversarial Data Collection: Human-Collaborative Perturbations for Efficient and Robust Robotic Imitation Learning.
CoRR, March, 2025

AgiBot World Colosseo: A Large-scale Manipulation Platform for Scalable and Intelligent Embodied Systems.
CoRR, March, 2025

BMG-Q: Localized Bipartite Match Graph Attention Q-Learning for Ride-Pooling Order Dispatch.
CoRR, January, 2025

ToiletPal: A Bathroom Interaction Robot to Mitigate Toilet Sedentary Behavior.
Proceedings of the 20th ACM/IEEE International Conference on Human-Robot Interaction, 2025

How Panel Layouts Define Manga: Insights from Visual Ablation Experiments.
Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

2024
Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain.
CoRR, 2024

Flight Path Optimization with Optimal Control Method.
Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

Deep Reinforcement Learning for Real-Time Ground Delay Program Revision and Corresponding Flight Delay Assignments.
Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

PolyVoice: Language Models for Speech to Speech Translation.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

A YOLOv7-Based Defect Detection Method for Metal Surfaces.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

2023
PolyVoice: Language Models for Speech to Speech Translation.
CoRR, 2023

Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition.
CoRR, 2023

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

Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Language-universal Phonetic Encoder for Low-resource Speech Recognition.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2021
Numerical and Graphical Results of Germany Population Projection Using WASD Neuronet.
Proceedings of the 13th International Conference on Advanced Computational Intelligence, 2021

2020
Exploiting Cross-Lingual Knowledge in Unsupervised Acoustic Modeling for Low-Resource Languages.
CoRR, 2020

2016
Detecting epileptic electroencephalogram by Recurrence Quantification Analysis.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016


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