Siqi Luo

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

Bibliography

2026
Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey and Benchmark.
Int. J. Comput. Vis., June, 2026

Sketch Then Paint: Hierarchical Reinforcement Learning for Diffusion Multi-Modal Large Language Models.
CoRR, May, 2026

CuSearch: Curriculum Rollout Sampling via Search Depth for Agentic RAG.
CoRR, May, 2026

MedProbeBench: Systematic Benchmarking at Deep Evidence Integration for Expert-level Medical Guideline.
CoRR, April, 2026

A<sup>2</sup>-Edit: Precise Reference-Guided Image Editing of Arbitrary Objects and Ambiguous Masks.
CoRR, March, 2026

MedQ-Deg: A Multidimensional Benchmark for Evaluating MLLMs Across Medical Image Quality Degradations.
CoRR, March, 2026

GraphPilot: GUI Task Automation with One-Step LLM Reasoning Powered by Knowledge Graph.
CoRR, January, 2026

Enhancing ocular sign detection: AI-based strategic segmentation for improved accuracy and privacy protection.
npj Digit. Medicine, 2026

Standardized Soul: A Mixed-Methods Study on the Efficacy and User Perception of AI-Augmented Peer Support (AAPS) in College Mental Health Support.
Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

2025
UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture.
CoRR, December, 2025

dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models.
CoRR, December, 2025

AdaShift: Anti-Collapse and Real-Time Deep Model Evolution for Mobile Vision Applications.
IEEE Trans. Mob. Comput., October, 2025

LinearSR: Unlocking Linear Attention for Stable and Efficient Image Super-Resolution.
CoRR, October, 2025

Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding.
CoRR, October, 2025

LayerT2V: Interactive Multi-Object Trajectory Layering for Video Generation.
CoRR, August, 2025

Predict Multiple Steps at Once: A Fragment Trajectory Prediction Network.
IEEE Robotics Autom. Lett., July, 2025

Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling.
CoRR, July, 2025

Resurrect Mask AutoRegressive Modeling for Efficient and Scalable Image Generation.
CoRR, July, 2025

Multi-source fully test-time adaptation.
Neural Networks, 2025

D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Development of a Digital Impression Positioning Device for Dental Implantology.
Proceedings of the Image and Graphics - 13th International Conference, 2025

TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Adapting to Observation Length of Trajectory Prediction via Contrastive Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024
Can ChatGPT provide health information as physicians do? Preliminary findings from a cross-sectional study of online medical consultation.
Inf. Res., 2024

Towards Effective User Attribution for Latent Diffusion Models via Watermark-Informed Blending.
CoRR, 2024

Enhancing Test Time Adaptation with Few-shot Guidance.
CoRR, 2024

D2O: Dynamic Discriminative Operations for Efficient Generative Inference of Large Language Models.
CoRR, 2024

Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey.
CoRR, 2024

V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
What Determinants Will Enhance or Constrain the Spatiality of Agricultural Products with Geographical Indications in Northeast China? An Interpretable Learning Approach.
ISPRS Int. J. Geo Inf., October, 2023

Exploring Equity in a Hierarchical Medical Treatment System: A Focus on Determinants of Spatial Accessibility.
ISPRS Int. J. Geo Inf., August, 2023

Self-Training with Label-Feature-Consistency for Domain Adaptation.
Proceedings of the Database Systems for Advanced Applications, 2023

2022
It's Okay to Be Wrong: Cross-View Geo-Localization With Step-Adaptive Iterative Refinement.
IEEE Trans. Geosci. Remote. Sens., 2022

Simulation Analysis of Eddy Current Testing Parameters for Surface and Subsurface Defect Detection of Aviation Aluminum Alloy Plate.
J. Sensors, 2022

Towards lifelong thermal comfort prediction with KubeEdge-sedna: online multi-task learning with metaknowledge base.
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

2021
Fog-Enabled Joint Computation, Communication and Caching Resource Sharing for Energy-Efficient IoT Data Stream Processing.
IEEE Trans. Veh. Technol., 2021

Thickness Measurement of Titanium Alloy Sheet Based on Eddy Current Method With a Novel Simplified Model.
IEEE Trans. Instrum. Meas., 2021

Exploring Equity in Healthcare Services: Spatial Accessibility Changes during Subway Expansion.
ISPRS Int. J. Geo Inf., 2021

2020
Incentive-Aware Micro Computing Cluster Formation for Cooperative Fog Computing.
IEEE Trans. Wirel. Commun., 2020

HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning.
IEEE Trans. Wirel. Commun., 2020

Automatic annotation of liver computed tomography images based on a vessel-skeletonization method.
Int. J. Imaging Syst. Technol., 2020

Camera-Based Selection with Cardboard Head-Mounted Displays.
Proceedings of the HCI International 2020 - Late Breaking Papers: Virtual and Augmented Reality, 2020

2019
Camera-Based Selection with Cardboard HMDs.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019

F3C: Fog-enabled Joint Computation, Communication and Caching Resource Sharing for Energy-Efficient IoT Data Stream Processing.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

2018
Dewing in Fog: Incentive-Aware Micro Computing Cluster Formation for Fog Computing.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

2014
False-name-proof Combinatorial Auction Design via Single-minded Decomposition.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014


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