Siyuan Feng

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

Known people with the same name:

Bibliography

2025
Spatiotemporal Generalization Graph Neural Network-Based Prediction Models by Considering Morphological Diversity in Traffic Networks.
IEEE Trans. Intell. Transp. Syst., July, 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

Computational Design of Customized Vacuum-Driven Soft Grippers.
IEEE Robotics Autom. Lett., February, 2025

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

Productively Deploying Emerging Models on Emerging Platforms: A Top-Down Approach for Testing and Debugging.
Proc. ACM Softw. Eng., 2025

WHERE-Bot: a Wheel-less Helical-ring Everting Robot Capable of Omnidirectional Locomotion.
Proceedings of the 8th IEEE International Conference on Soft Robotics, 2025

Magneto: Accelerating Parallel Structures in DNNs via Co-Optimization of Operators.
Proceedings of the 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2025

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

Relax: Composable Abstractions for End-to-End Dynamic Machine Learning.
Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

2024
Spatial-Temporal Upfront Pricing Under a Mixed Pooling and Non-Pooling Market With Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst., November, 2024

Multi-View Spatial-Temporal Graph Convolutional Network for Traffic Prediction.
IEEE Trans. Intell. Transp. Syst., August, 2024

Multi-UAVs Collaborative Path Planning in the Cramped Environment.
IEEE CAA J. Autom. Sinica, February, 2024

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

How Panel Layouts Define Manga: Insights from Visual Ablation Experiments.
CoRR, 2024

WebLLM: A High-Performance In-Browser LLM Inference Engine.
CoRR, 2024

Vortex: Efficient Sample-Free Dynamic Tensor Program Optimization via Hardware-aware Strategy Space Hierarchization.
CoRR, 2024

Smart Navigation System for Parking Assignment at Large Events: Incorporating Heterogeneous Driver Characteristics.
CoRR, 2024

Airport Delay Prediction with Temporal Fusion Transformers.
CoRR, 2024

Emerging Platforms Meet Emerging LLMs: A Year-Long Journey of Top-Down Development.
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
Spectral Dual-Channel Encoding for Image Dehazing.
IEEE Trans. Circuits Syst. Video Technol., November, 2023

Dynamic Adjustment of Matching Radii under the Broadcasting Mode: A Novel Multitask Learning Strategy and Temporal Modeling Approach.
CoRR, 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

A multi-functional simulation platform for on-demand ride service operations.
CoRR, 2023

Cross-City Traffic Prediction via Semantic-Fused Hierarchical Graph Transfer Learning.
CoRR, 2023

Effectively Scheduling Computational Graphs of Deep Neural Networks toward Their Domain-Specific Accelerators.
Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 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

Multi-UGVs Collaborative Path Planning and Conflicts Eliminating in Emergent Situations.
Proceedings of the 9th International Conference on Automation, Robotics and Applications, 2023

TensorIR: An Abstraction for Automatic Tensorized Program Optimization.
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022
A Multi-Task Matrix Factorized Graph Neural Network for Co-Prediction of Zone-Based and OD-Based Ride-Hailing Demand.
IEEE Trans. Intell. Transp. Syst., 2022

A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling.
CoRR, 2022

Tensor Program Optimization with Probabilistic Programs.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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

2020
Joint predictions of multi-modal ride-hailing demands: a deep multi-task multigraph learning-based approach.
CoRR, 2020

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

2019
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario.
Proceedings of the World Wide Web Conference, 2019

CoT: Cooperative Training for Generative Modeling of Discrete Data.
Proceedings of the 36th International Conference on Machine Learning, 2019

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


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