Zihang Liu

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

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Bibliography

2026
GenerativeSurface: GenAI-Assisted Semantic Scaffolding for 3D Conceptual Design in Mixed Reality.
IEEE Trans. Vis. Comput. Graph., May, 2026

RL4RLA: Teaching ML to Discover Randomized Linear Algebra Algorithms Through Curriculum Design and Graph-Based Search.
CoRR, May, 2026

Enhancing Youth Engagement in Intangible Cultural Heritage through Human-GenAI Co-Creation.
Int. J. Hum. Comput. Interact., April, 2026

PASK: Toward Intent-Aware Proactive Agents with Long-Term Memory.
CoRR, April, 2026

RMNP: Row-Momentum Normalized Preconditioning for Scalable Matrix-Based Optimization.
CoRR, March, 2026

HTMuon: Improving Muon via Heavy-Tailed Spectral Correction.
CoRR, March, 2026

Learning to Discover Iterative Spectral Algorithms.
CoRR, February, 2026

Extreme buffeting response of long-span bridges under probabilistic wind field: Environmental contours vs. brute-force Monte Carlo approaches.
Reliab. Eng. Syst. Saf., 2026

2025
Contrastive Learning for Enhanced Retrieval on Online Medical Platforms.
Asia Pac. J. Oper. Res., December, 2025

Mini-Omni-Reasoner: Token-Level Thinking-in-Speaking in Large Speech Models.
CoRR, August, 2025

ProCo-NET: Progressive Strip Convolution and Frequency- Optimized Framework for Scale-Gradient-Aware Semantic Segmentation in Off-Road Scenes.
Symmetry, 2025

See Through Views: View-Aware Feature Learning for Multi-view Detection and Tracking.
Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

LIFT the Veil for the Truth: Principal Weights Emerge after Rank Reduction for Reasoning-Focused Supervised Fine-Tuning.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models.
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

GeneyMAP: Designing GenAI-empowered User Journey Mapping Tool.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025

2024
Prototype-oriented contrastive learning for semi-supervised medical image segmentation.
Biomed. Signal Process. Control., February, 2024

Identification of Activated Sludge Microbial Based on Improving YOLOv8.
IEEE Access, 2024

UMeshSegNet: Semantic Segmentation of 3D Mesh Generated from UAV Photogrammetry <sup>*</sup>.
Proceedings of the 18th IEEE International Conference on Control & Automation, 2024

Model Balancing Helps Low-data Training and Fine-tuning.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2022
Who Will Travel With Me? Personalized Ranking Using Attributed Network Embedding for Pooling.
IEEE Trans. Intell. Transp. Syst., 2022

Multi-scale graph learning for ovarian tumor segmentation from CT images.
Neurocomputing, 2022

EnsembleMOT: A Step towards Ensemble Learning of Multiple Object Tracking.
CoRR, 2022

Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training.
CoRR, 2022

HITMI&T at SemEval-2022 Task 4: Investigating Task-Adaptive Pretraining And Attention Mechanism On PCL Detection.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Research on Short-term Load Forecasting of Power System Based on Wavelet Denoising and Artificial Neural Network.
Proceedings of the 5th International Conference on Computer Science and Software Engineering, 2022

2021
Recommendation for Ridesharing Groups Through Destination Prediction on Trajectory Data.
IEEE Trans. Intell. Transp. Syst., 2021

The anomaly segmentation via dynamic branch fusion.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Efficient Ridesharing Framework for Ride-matching via Heterogeneous Network Embedding.
ACM Trans. Knowl. Discov. Data, 2020

A residual network for de novo peptide sequencing with attention mechanism.
Proceedings of the 16th International Conference on Control, 2020

2016
Discovering Opinion Changes in Online Reviews via Learning Fine-Grained Sentiments.
Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016


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