Xinyi Hu

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

Bibliography

2026
Learning Early Warning Guided by Course Objective Achievement via Knowledge State and Learning State Modeling.
IEEE Trans. Comput. Soc. Syst., June, 2026

AutoRPA: Efficient GUI Automation through LLM-Driven Code Synthesis from Interactions.
CoRR, May, 2026

Draft Less, Retrieve More: Hybrid Tree Construction for Speculative Decoding.
CoRR, May, 2026

RoadMapper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems.
CoRR, April, 2026

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding?
CoRR, April, 2026

ECHO: Elastic Speculative Decoding with Sparse Gating for High-Concurrency Scenarios.
CoRR, April, 2026

Convergence of Linearized Proximal Algorithms with Adaptive Stepsizes for Convex Composite Optimization.
J. Optim. Theory Appl., March, 2026

Not Search, But Scan: Benchmarking MLLMs on Scan-Oriented Academic Paper Reasoning.
CoRR, March, 2026

BlockEdge: A Hybrid Blockchain Framework for Secure and Efficient Collaboration in EEC Environments.
ACM Trans. Internet Techn., February, 2026

Collaborative Allocation Optimization of Production Line Workers Based on Multidimensional Feature Measurement and E-CARGO Model.
IEEE Trans. Comput. Soc. Syst., February, 2026

CIGAN: rehabilitation-oriented few-shot speech separation for cocktail party problem in Cochlear implant users.
Biomed. Signal Process. Control., 2026

DuoTransFormer for nonlinear seismic response prediction: Cover large, focus local, and enforce law.
Adv. Eng. Informatics, 2026

A 256 Gb/s Silicon Euler Microring Modulator with 3 THz FSR and >67 GHz Bandwidth.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2026

From Speech to Delivery: Human-Centered Multimodal Interaction for Indoor Service Robotics.
Proceedings of the Companion Proceedings of the 21st ACM/IEEE International Conference on Human-Robot Interaction, 2026

FinMMDocR: Benchmarking Financial Multimodal Reasoning with Scenario Awareness, Document Understanding, and Multi-Step Computation.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Time-controllable keyword search with aggregate keys and multi-delegation for secure cloud storage.
Clust. Comput., September, 2025

FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging.
CoRR, August, 2025

Mitigating Malware Propagation in Social Internet of Things Using an Exact Markov-Chain-Based Epidemic Method.
IEEE Internet Things J., July, 2025

Blockchain-Based Revocable Key-Aggregate Searchable Encryption for Group Data Sharing in Cloud-Assisted Industrial IoT.
IEEE Internet Things J., June, 2025

Meet Me at the Arm: The Cooperative Multi-Armed Bandits Problem with Shareable Arms.
CoRR, June, 2025

Sparsified Random Partial Model Update for Personalized Federated Learning.
IEEE Trans. Mob. Comput., April, 2025

Aphasia severity prediction using a multi-modal machine learning approach.
NeuroImage, 2025

Efficient motor imagery electroencephalogram classification via cross tensor coupling decomposition based on augmented covariance networks.
Neurocomputing, 2025

The collaboration of AI and teacher in feedback provision and its impact on EFL learner's argumentative writing.
Educ. Inf. Technol., 2025

A DBO-Based Improved 2D-MUSIC Algorithm for Localization Using OFDM.
Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

Beyond the Individual: Introducing Group Intention Forecasting with SHOT Dataset.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

SPAN: Continuous Modeling of Suspicion Progression for Temporal Intention Localization.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

$\mathcal{F}_{M}$ FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024
Improving Autoregressive Training with Dynamic Oracles.
CoRR, 2024

SCVD-SA: A Smart Contract Vulnerability Detection Method Based on Hybrid Deep Learning Model and Self-attention Mechanism.
Proceedings of the IEEE International Conference on Software Analysis, 2024

CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Learning Mutually Informed Representations for Characters and Subwords.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Predicting the Unseen: A Novel Dataset for Hidden Intention Localization in Pre-abnormal Analysis.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Version Age-Based Client Scheduling Policy for Federated Learning.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Dual cross knowledge distillation for image super-resolution.
J. Vis. Commun. Image Represent., September, 2023

Dynamic connection pruning for densely connected convolutional neural networks.
Appl. Intell., August, 2023

High-Performance Implementation of the Identity-Based Signature Scheme in IEEE P1363 on GPU.
ACM Trans. Embed. Comput. Syst., March, 2023

Two-Stage Predict+Optimize for Mixed Integer Linear Programs with Unknown Parameters in Constraints.
CoRR, 2023

Delayed Random Partial Gradient Averaging for Federated Learning.
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

Two-Stage Predict+Optimize for MILPs with Unknown Parameters in Constraints.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Branch & Learn with Post-hoc Correction for Predict+Optimize with Unknown Parameters in Constraints.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2023

Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
How to promote mobile phone trade-in and the integration of green supply chain from the perspective of multi-party game theory.
RAIRO Oper. Res., 2022

Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Cross Knowledge Distillation for Image Super-Resolution.
Proceedings of the 6th International Conference on Video and Image Processing, 2022

2021
CBD: A Deep-Learning-Based Scheme for Encrypted Traffic Classification with a General Pre-Training Method.
Sensors, 2021

Reducing Adversarial Examples Through Boundary Methods.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

tCLD-Net: A Transfer Learning Internet Encrypted Traffic Classification Scheme Based on Convolution Neural Network and Long Short-Term Memory Network.
Proceedings of the International Conference on Communications, 2021

2020
Coastline Fractal Dimension of Mainland, Island, and Estuaries Using Multi-temporal Landsat Remote Sensing Data from 1978 to 2018: A Case Study of the Pearl River Estuary Area.
Remote. Sens., 2020

Structured Pruning for Efficient Convolutional Neural Networks via Incremental Regularization.
IEEE J. Sel. Top. Signal Process., 2020

"Drunk Man" Saves Our Lives: Route Planning by a Biased Random Walk Mode.
CoRR, 2020

Compressing Facial Makeup Transfer Networks by Collaborative Distillation and Kernel Decomposition.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

2019
Coastlines Change of the Pearl River Estuary In The Past 40 Years Using Landsat Dataset And Its Environmental Implications.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Short Paper: Credit Card Fraud Detection using LightGBM with Asymmetric Error Control.
Proceedings of the Second International Conference on Artificial Intelligence for Industries, 2019

2018
Research on Plaintext Restoration of AES Based on Neural Network.
Secur. Commun. Networks, 2018

Image block encryption algorithm based on chaotic maps.
IET Signal Process., 2018

A Mixture Model Based Defense for Data Poisoning Attacks Against Naive Bayes Spam Filters.
CoRR, 2018

Gridding Algorithm in ARL Based on GPU Parallelization.
Proceedings of the 6th ACM/ACIS International Conference on Applied Computing and Information Technology, 2018

One to One Identification of Cryptosystem Using Fisher's Discriminant Analysis.
Proceedings of the 6th ACM/ACIS International Conference on Applied Computing and Information Technology, 2018

2017
Adversarial learning: A critical review and active learning study.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Regulating wireless access costs for not vertically integrated content providers.
Proceedings of the 13th International Conference on Network and Service Management, 2017

2016
A compact pico-second in-situ sensor using programmable ring oscillators for advanced on chip variation characterization in 28nm HKMG.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Multiperiod subscription pricing for cellular wireless entrants.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

2013
Low-power high-yield SRAM design with VSS adaptive boosting and BL capacitance variation sensing.
Proceedings of the IEEE 10th International Conference on ASIC, 2013


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