Yunxin Liu

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

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Bibliography

2025
GRAIL:Learning to Interact with Large Knowledge Graphs for Retrieval Augmented Reasoning.
CoRR, August, 2025

Sculptor: Empowering LLMs with Cognitive Agency via Active Context Management.
CoRR, August, 2025

Time's Up! An Empirical Study of LLM Reasoning Ability Under Output Length Constraint.
CoRR, April, 2025

STRIDE: Automating Reward Design, Deep Reinforcement Learning Training and Feedback Optimization in Humanoid Robotics Locomotion.
CoRR, February, 2025

Self-Supervised Medical Image Segmentation Using Deep Reinforced Adaptive Masking.
IEEE Trans. Medical Imaging, January, 2025

Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement.
CoRR, January, 2025

Data Center Cooling System Optimization Using Offline Reinforcement Learning.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024
Automatic data augmentation for medical image segmentation using Adaptive Sequence-length based Deep Reinforcement Learning.
Comput. Biol. Medicine, February, 2024

ChainStream: An LLM-based Framework for Unified Synthetic Sensing.
CoRR, 2024

Threshold Neuron: A Brain-inspired Artificial Neuron for Efficient On-device Inference.
CoRR, 2024

Generalized Robot Learning Framework.
CoRR, 2024

NeedleBench: Can LLMs Do Retrieval and Reasoning in 1 Million Context Window?
CoRR, 2024

TESLA: Thermally Safe, Load-Aware, and Energy-Efficient Cooling Control System for Data Centers.
Proceedings of the 53rd International Conference on Parallel Processing, 2024

2023
EFPN: Effective medical image detection using feature pyramid fusion enhancement.
Comput. Biol. Medicine, September, 2023

Production decisions in remanufacturing under the cap-and-trade considering consumer education and government subsidies.
Comput. Ind. Eng., August, 2023

Painless and accurate medical image analysis using deep reinforcement learning with task-oriented homogenized automatic pre-processing.
Comput. Biol. Medicine, February, 2023

Environment-aware Testing for DNN-based Smart-home WiFi Sensing Systems.
Proceedings of the IEEE International Conference on Software Analysis, 2023

Understanding the Impact of Quantum Noise on Quantum Programs.
Proceedings of the IEEE International Conference on Software Analysis, 2023

Research on Malicious Traffic Detection based on Word Embedding Algorithms and Neural Networks.
Proceedings of the IEEE Intl Conf on Dependable, 2023

2022
StrokeGAN+: Few-Shot Semi-Supervised Chinese Font Generation with Stroke Encoding.
CoRR, 2022

Reducing Capacity Gap in Knowledge Distillation with Review Mechanism for Crowd Counting.
CoRR, 2022

ReMoS: Reducing Defect Inheritance in Transfer Learning via Relevant Model Slicing.
Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021
Deliberation on object-aware video style transfer network with long-short temporal and depth-consistent constraints.
Neural Comput. Appl., 2021

Video Analytics with Zero-streaming Cameras.
Proceedings of the 2021 USENIX Annual Technical Conference, 2021

ModelDiff: testing-based DNN similarity comparison for model reuse detection.
Proceedings of the ISSTA '21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2021

DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
A novel prediction method of complex univariate time series based on k-means clustering.
Soft Comput., 2020

PMC: A Privacy-preserving Deep Learning Model Customization Framework for Edge Computing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Dynamic slicing for deep neural networks.
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

2019
Compact UWB-MIMO Antenna With High Isolation and Triple Band-Notched Characteristics.
IEEE Access, 2019

Session details: Session 2: ML for Videos.
Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2019

2018
Learning-Aided Stochastic Network Optimization With State Prediction.
IEEE/ACM Trans. Netw., 2018

Mixed volume element combined with characteristic mixed finite volume element method for oil-water two phase displacement problem.
J. Comput. Appl. Math., 2018

PrivacyShield: A Mobile System for Supporting Subtle Just-in-time Privacy Provisioning through Off-Screen-based Touch Gestures.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Using Touch-screen Gestures for Just-in-time Privacy Provisioning.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017
BikeMate: Bike Riding Behavior Monitoring with Smartphones.
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017

Learning-aided Stochastic Network Optimization with Imperfect State Prediction.
Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017

Demo: FROG: Optimizing Power Consumption of Mobile Games Using Perception-Aware Frame Rate Scaling.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

RAVEN: Perception-aware Optimization of Power Consumption for Mobile Games.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

BikeSafe: bicycle behavior monitoring via smartphones.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

2016
Analysis on block-centered finite differences of numerical simulation of semiconductor device detector.
Appl. Math. Comput., 2016

ARTcode: preserve art and code in any image.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2015
Optimizing power consumption of mobile games.
Proceedings of the Workshop on Power-Aware Computing and Systems, 2015

Towards Accurate GPU Power Modeling for Smartphones.
Proceedings of the 2nd Workshop on Mobile Gaming, MobiGames@MobiSys 2015, Florence, Italy, 2015

EarlyBird: Mobile Prefetching of Social Network Feeds via Content Preference Mining and Usage Pattern Analysis.
Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2015

Demo: Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

2014
Hidden costs of mobile data access in cellular networks (Invited paper).
Proceedings of the 20th IEEE International Workshop on Local & Metropolitan Area Networks, 2014

INDAPSON: An incentive data plan sharing system based on self-organizing network.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Mobile GPU Power Consumption Reduction via Dynamic Resolution and Frame Rate Scaling.
Proceedings of the 6th Workshop on Power-Aware Computing and Systems, 2014

FingerShadow: An OLED Power Optimization Based on Smartphone Touch Interactions.
Proceedings of the 6th Workshop on Power-Aware Computing and Systems, 2014

2013
IP-Geolocation Mapping for Moderately Connected Internet Regions.
IEEE Trans. Parallel Distributed Syst., 2013

Content-based isolation: rethinking isolation policy design on client systems.
Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013

2009
Mining the Web and the Internet for Accurate IP Address Geolocations.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2008
MobiVMM: a virtual machine monitor for mobile phones.
Proceedings of the First Workshop on Virtualization in Mobile Computing, 2008

2007
SoftMAC: Layer 2.5 Collaborative MAC for Multimedia Support in Multihop Wireless Networks.
IEEE Trans. Mob. Comput., 2007

2005
SoftMAC: layer 2.5 MAC for VoIP support in multi-hop wireless networks.
Proceedings of the Second Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2005

Layer 2.5 SoftMAC: end-system based media streaming support on home networks.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

An experimental study on multi-channel multi-radio multi-hop wireless networks.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005


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