Si Liu

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

Bibliography

2025
OSWorld-MCP: Benchmarking MCP Tool Invocation In Computer-Use Agents.
CoRR, October, 2025

CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation.
CoRR, June, 2025

OctoNav: Towards Generalist Embodied Navigation.
CoRR, June, 2025

Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs.
CoRR, March, 2025

MIH-TCCT: Mitigating Inconsistent Hallucinations in LLMs via Event-Driven Text-Code Cyclic Training.
CoRR, February, 2025

A Linear Mapping Dispersion Compensation Method for Debonding Detection of Honeycomb Sandwich Structure Based on Air-Coupled Ultrasound.
IEEE Trans. Instrum. Meas., 2025

ATA: An Abstract-Train-Abstract approach for explanation-friendly deep reinforcement learning.
Neural Networks, 2025

Tool-Mediated Robot Perception of Granular Substances Using Multiple Sensory Modalities.
Proceedings of the IEEE International Conference on Robotics and Automation, 2025

LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Explaining AI in Autonomous Vehicles: A Path to Trust and Adoption.
Proceedings of the 31st Americas Conference on Information Systems: Intelligent Technologies for a Better Future, 2025

2024
Comparison of Pixel-Level and Feature-Level Image Fusion Networks for Slow-Moving Landslide Detection.
Proceedings of the IGARSS 2024, 2024

Communication-Efficient Collaborative Perception via Information Filling with Codebook.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Neural network models for sequence-based TCR and HLA association prediction.
PLoS Comput. Biol., November, 2023

A novel dual-fusion algorithm of single image dehazing based on anisotropic diffusion and Gaussian filter.
Int. J. Comput. Sci. Eng., 2023

An Effective Dynamic Reweighting Method for Unbiased Scene Graph Generation.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Detecting Transactional Bugs in Database Engines via Graph-Based Oracle Construction.
Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

MARBLE: Music Audio Representation Benchmark for Universal Evaluation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

LyricWhiz: Robust Multilingual Zero-Shot Lyrics Transcription by Whispering to ChatGPT.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

2022
A Distributed MPC to Exploit Reactive Power V2G for Real-Time Voltage Regulation in Distribution Networks.
IEEE Trans. Smart Grid, 2022

PAC Guarantees and Effective Algorithms for Detecting Novel Categories.
J. Mach. Learn. Res., 2022

U-Shaped Relation between Negative Emotions and Customer Creativity in Corporate Innovation Context.
J. Inf. Knowl. Manag., 2022

2021
Dynamic channel decision-making of fresh agricultural product companies considering consumer convenience preferences.
RAIRO Oper. Res., 2021

Tools and Guidelines for Job Bundling on Modern Supercomputers.
Proceedings of the PEARC '21: Practice and Experience in Advanced Research Computing, 2021

Magic Mirror Stealth: Interactive Automatic Picture Editing System.
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

2020
Automatic segmentation of dermoscopy images using saliency combined with adaptive thresholding based on wavelet transform.
Multim. Tools Appl., 2020

Dynamic channel choice of mobile phone companies by considering the time preference of consumers.
Comput. Ind. Eng., 2020

Competition and cooperation in a community of autonomous agents.
Auton. Robots, 2020

2019
A Skin Lesion Segmentation Method Based on Saliency and Adaptive Thresholding in Wavelet Domain.
Proceedings of the Cognitive Internet of Things: Frameworks, Tools and Applications, 2019

Impact of referral reward program on innovative customers' follow-up e-referral.
Inf. Technol. People, 2019

High-Performance End-to-End Integrity Verification on Big Data Transfer.
IEICE Trans. Inf. Syst., 2019

The video intelligent car based on wireless sensor.
Clust. Comput., 2019

Classification of melanoma based on feature similarity measurement for codebook learning in the bag-of-features model.
Biomed. Signal Process. Control., 2019

DCCL: A Benchmark for Cervical Cytology Analysis.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Anomaly Subgraph Mining in Large-Scale Social Networks.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

2018
Open Category Detection with PAC Guarantees.
Proceedings of the 35th International Conference on Machine Learning, 2018

Can We Achieve Open Category Detection with Guarantees?
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2016
Self-Calibration Method Based on Surface Micromaching of Light Transceiver Focal Plane for Optical Camera.
Remote. Sens., 2016

Sanity Tool: Lightweight Diagnostics for Individual User Accounts on Supercomputer Systems.
Proceedings of the 2016 Third International Workshop on HPC User Support Tools, 2016

Towards optimizing large-scale data transfers with end-to-end integrity verification.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Visualization and Adaptive Subsetting of Earth Science Data in HDFS: A Novel Data Analysis Strategy with Hadoop and Spark.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015
Advanced user environment design and implementation on integrated multi-architecture supercomputers.
Proceedings of the 2015 XSEDE Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure, St. Louis, MO, USA, July 26, 2015

Visualization of High-Resolution Weather Model Data.
Proceedings of the 15th Eurographics Symposium on Parallel Graphics and Visualization, 2015

A Framework for Multitasking Data-Intensive Management Services in High Performance Computing Environments.
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

A Hadoop-based visualization and diagnosis framework for earth science data.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2011
System-level monitoring of floating-point performance to improve effective system utilization.
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

The NWSC benchmark suite using scientific throughput to measure supercomputer performance.
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011


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