Ziyan Liu

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

Bibliography

2026
Meta-Cognitive Memory Policy Optimization for Long-Horizon LLM Agents.
CoRR, May, 2026

Evolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systems.
CoRR, May, 2026

ArborKV: Structure-Aware KV Cache Management for Scaling Tree-based LLM Reasoning.
CoRR, May, 2026

SLQ: Bridging Modalities via Shared Latent Queries for Retrieval with Frozen MLLMs.
CoRR, April, 2026

How Much Reasoning Do Retrieval-Augmented Models Add beyond LLMs? A Benchmarking Framework for Multi-Hop Inference over Hybrid Knowledge.
CoRR, February, 2026

FaithRL: Learning to Reason Faithfully through Step-Level Faithfulness Maximization.
CoRR, February, 2026

DATVD: A novel vulnerability detection method based on dynamic attention and hybrid convolutional pooling.
Sci. Comput. Program., 2026

Semantic-aware and spatially-grounded multi-expert network for continuous vision-and-language navigation.
Knowl. Based Syst., 2026

Biometric-based design and visualized evaluation systems for multimodal pneumatic compression therapeutic modalities.
Expert Syst. Appl., 2026

Fairness-Optimized Dynamic Aggregation (FODA): A novel approach to equitable federated learning in heterogeneous environments.
Expert Syst. Appl., 2026

Sensing-aided adaptive channel estimation for mmWave integrated sensing and communication systems.
Digit. Signal Process., 2026

MCFENet: Multi-scale fusion and feature extraction network for instance segmentation under urban scenarios.
Digit. Signal Process., 2026

PPA-driven Placement via Adaptive Cluster Constraints Optimization.
Proceedings of the Design, Automation & Test in Europe Conference, 2026

Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
VLA-Pruner: Temporal-Aware Dual-Level Visual Token Pruning for Efficient Vision-Language-Action Inference.
CoRR, November, 2025

Driving in Spikes: An Entropy-Guided Object Detector for Spike Cameras.
CoRR, November, 2025

Evo-1: Lightweight Vision-Language-Action Model with Preserved Semantic Alignment.
CoRR, November, 2025

DeepContour: A Hybrid Deep Learning Framework for Accelerating Generalized Eigenvalue Problem Solving via Efficient Contour Design.
CoRR, November, 2025

Admm-based learnable channel estimation for RIS-aided mmWave massive MIMO systems.
Clust. Comput., October, 2025

BridgeShield: Enhancing Security for Cross-chain Bridge Applications via Heterogeneous Graph Mining.
CoRR, August, 2025

RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services.
CoRR, July, 2025

GenCLS++: Pushing the Boundaries of Generative Classification in LLMs Through Comprehensive SFT and RL Studies Across Diverse Datasets.
CoRR, April, 2025

VL-UR: Vision-Language-guided Universal Restoration of Images Degraded by Adverse Weather Conditions.
CoRR, April, 2025

Redefining Machine Translation on Social Network Services with Large Language Models.
CoRR, April, 2025

FACENet: A Fusion Atrous and Channel Enhancement Network for Remote Sensing Image Instance Segmentation.
Inf. Technol. Control., 2025

Unsupervised neural-network solvers for multi-material Riemann problems.
Comput. Phys. Commun., 2025

I2CR: Intra- and Inter-modal Collaborative Reflections for Multimodal Entity Linking.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

VL-UR: Vision-Language-guided Universal Restoration of Images Degraded by Adverse Weather Conditions.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Continuous-Time Human Motion Field from Event Cameras.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services.
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

AdvQA: Query-Aware Adversarial Training for Knowledge Graph Reasoning.
Proceedings of the IEEE International Conference on Big Data, 2025

Can Multimodal Large Language Models Understand Spatial Relations?
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

MIND: A Multi-agent Framework for Zero-shot Harmful Meme Detection.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024
Physics-constrained neural networks as multi-material Riemann solvers for compressible two-gas simulations.
J. Comput. Sci., 2024

Salient object detection via multi-grained refinement polygon topology positive feedback.
Expert Syst. Appl., 2024

Continuous-Time Human Motion Field from Events.
CoRR, 2024

Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms.
CoRR, 2024

DA-CPVD: Vulnerability Detection Method based on Dual Attention Composite Pooling.
Proceedings of the 23rd IEEE International Conference on Trust, 2024

Reinforcement Learning within Tree Search for Fast Macro Placement.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Towards Low-Resource Harmful Meme Detection with LMM Agents.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023
An Important Pick-and-Pass Gated Refinement Network for Salient Object Detection in Optical Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

SSTNet: Saliency sparse transformers network with tokenized dilation for salient object detection.
IET Image Process., 2023

Intelligent Evaluation Method for Cloud Platform Operation and Maintenance Based on Artificial Neural Network.
Proceedings of the 2023 International Conference on Power, 2023

Lean Management and Application for Ship Block Painting: Lean Management and Application for Ship Block Painting.
Proceedings of the 5th International Conference on Management Science and Industrial Engineering, 2023

Spatiotemporal Disparity and Environmental Inequality in Fossil Fuel Carbon Emissions in China: 2010-2019.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Rescheduling Approaches for Ship Outfitting Pallet Sorting Operations.
Proceedings of the 2023 6th International Conference on Mathematics and Statistics, 2023

2022
A Heterogeneous Unmanned Ground Vehicle and Blimp Robot Team for Search and Rescue using Data-driven Autonomy and Communication-aware Navigation.
Field Robotics, March, 2022

A Design Space for Applying the Freytag's Pyramid Structure to Data Stories.
IEEE Trans. Vis. Comput. Graph., 2022

Residual Learning and Multi-Path Feature Fusion-Based Channel Estimation for Millimeter-Wave Massive MIMO System.
Entropy, 2022

FCNet: Stereo 3D Object Detection with Feature Correlation Networks.
Entropy, 2022

VizBelle: A Design Space of Embellishments for Data Visualization.
CoRR, 2022

An improved artificial bee colony algorithm for multi-objective low-carbon ship block painting scheduling problem: An improved artificial bee colony algorithm for ship block painting scheduling problem.
Proceedings of the 4th International Conference on Robotics, 2022

Detection and Location of High Voltage Power Switchgear Operating Equipment based on Iterative Segmentation.
Proceedings of the 9th International Conference on Information Technology and Quantitative Management, 2022

2021
Part-level attention networks for cross-domain person re-identification.
IET Image Process., 2021

Assistive Navigation Using Deep Reinforcement Learning Guiding Robot With UWB/Voice Beacons and Semantic Feedbacks for Blind and Visually Impaired People.
Frontiers Robotics AI, 2021

Anomaly Detection in Power Grid IoT System based on Isolated Forest.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Hybrid Event / Melbourne, VIC, Australia, December 14 - 17, 2021, 2021

Protecting Web Application Code and Sensitive Data with Symmetric and Identity-Based Cryptosystems.
Proceedings of the Data Science, 2021

IoT Honeypot Scanning and Detection System Based on Authorization Mechanism.
Proceedings of the Data Science, 2021

2019
Validation of Preliminary Results of Thermal Tropopause Derived from FY-3C GNOS Data.
Remote. Sens., 2019

Comparison and Validation of the Ionospheric Climatological Morphology of FY3C/GNOS with COSMIC during the Recent Low Solar Activity Period.
Remote. Sens., 2019

Real-time dynamic data desensitization method based on data stream.
Proceedings of the AISS 2019: 2019 International Conference on Advanced Information Science and System, 2019

2018
Energy-Efficient Incentives Resource Allocation Scheme in Cooperative Communication System.
Wirel. Commun. Mob. Comput., 2018

2016
Maximizing the Influence Ranking Under Limited Cost in Social Network.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
Learning the Influence Probabilities Based on Multipolar Factors in Social Network.
Proceedings of the Knowledge Science, Engineering and Management, 2015

Minimizing the Cost to Win Competition in Social Network.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2013
eCOPE: Energy efficient network coding scheme in multi-rate wireless networks.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference Workshops, 2013


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