Zehua Liu

According to our database, Zehua Liu authored at least 81 papers between 2001 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Merging Beyond: Streaming LLM Updates via Activation-Guided Rotations.

Yuxuan Yao, Haonan Sheng, Qingsong Lv, Han Wu, Shuqi Liu, Zehua Liu, Zengyan Liu, Jiahui Gao, Haochen Tan, Xiaojin Fu, Haoli Bai, Hing Cheung So, Zhijiang Guo, Linqi Song

CoRR, February, 2026

RIFT: Repurposing Negative Samples via Reward-Informed Fine-Tuning.

Zehua Liu, Shuqi Liu, Tao Zhong, Mingxuan Yuan

CoRR, January, 2026

Integrating frequency-aware mamba with diffusion for 4D volumetric image synthesis.

Yangyang Shi, Beiji Zou, Xiaonian Deng, Yucong Zhang, Zehua Liu, Xiaoyan Kui, Gang Xu, Weixin Si

Pattern Recognit., 2026

On the eighth power moment of the Weil spectrum.

Zehua Liu, Huaning Liu

Finite Fields Their Appl., 2026

Long-Tailed Species Recognition in the NACTI Wildlife Dataset.

Zehua Liu, Tilo Burghardt

Proceedings of the 21st International Conference on Computer Vision Theory and Applications, 2026

DeepOR: A Deep Reasoning Foundation Model for Optimization Modeling.

Ziyang Xiao, Yuan Jessica Wang, Xiongwei Han, Shisi Guan, Jingyan Zhu, Jingrong Xie, Lilin Xu, Han Wu, Wing Yin Yu, Zehua Liu, Xiaojin Fu, Gang Chen, Dongxiang Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

REG: A Regularization Optimizer for Robust Training Dynamics.

Zehua Liu, Han Wu, Xiaojin Fu, Shuqi Liu, Xiongwei Han, Tao Zhong, Mingxuan Yuan

CoRR, October, 2025

Beyond Standard MoE: Mixture of Latent Experts for Resource-Efficient Language Models.

Zehua Liu, Han Wu, Ruifeng She, Xiaojin Fu, Xiongwei Han, Tao Zhong, Mingxuan Yuan

CoRR, March, 2025

Unlocking Efficient Long-to-Short LLM Reasoning with Model Merging.

Han Wu, Yuxuan Yao, Shuqi Liu, Zehua Liu, Xiaojin Fu, Xiongwei Han, Xing Li, Hui-Ling Zhen, Tao Zhong, Mingxuan Yuan

CoRR, March, 2025

Automatic Operator-level Parallelism Planning for Distributed Deep Learning - A Mixed-Integer Programming Approach.

Ruifeng She, Bowen Pang, Kai Li, Zehua Liu, Tao Zhong

CoRR, March, 2025

LoRE-Merging: Exploring Low-Rank Estimation For Large Language Model Merging.

Zehua Liu, Han Wu, Yuxuan Yao, Ruifeng She, Xiongwei Han, Tao Zhong, Mingxuan Yuan

CoRR, February, 2025

1bit-Merging: Dynamic Quantized Merging for Large Language Models.

Shuqi Liu, Han Wu, Bowei He, Zehua Liu, Xiongwei Han, Mingxuan Yuan, Linqi Song

CoRR, February, 2025

All-Optical Faraday-Rotation-Modulated SERF Magnetometer With Enhanced Sensitivity.

Yifan Yan, Chenyi Zhou, Zehua Liu, Yuesong Wu, Xiaoshu Ding, Ying Zhou, Jixi Lu

IEEE Trans. Instrum. Meas., 2025

Real-Time Measurement of Longitudinal Electron Spin Polarization in SERF Comagnetometers.

Ruigang Wang, Feng Li, Zhuo Wang, Zehua Liu, Sixun Liu, Bodong Qin, Li Xing, Zhenghong Qian

IEEE Trans. Instrum. Meas., 2025

Deep Learning-Based DCE-MRI Automatic Segmentation in Predicting Lesion Nature in BI-RADS Category 4.

Tianyu Liu, Yurui Hu, Zehua Liu, Zeshuo Jiang, Xiao Ling, Xueling Zhu, Wenfei Li

J. Imaging Inform. Medicine, 2025

Bi-VesTreeFormer: A bidirectional topology-aware transformer framework for coronary vFFR estimation.

Congyu Tian, Zehua Liu, Linyuan Wang, Liang Shao, Yongzhi Deng, Xiangyun Liao, Weixin Si

Comput. Medical Imaging Graph., 2025

Cost-effective Tangible Rehearsal Interface for Microsurgical Clipping of Intracranial Aneurysm.

Wei Cao, Zhengyang Li, Yuchen He, Zehua Liu, Meng Zhang, Jianping Lv, Weixin Si

Proceedings of the IEEE Conference Virtual Reality and 3D User Interfaces, 2025

Activation-Guided Consensus Merging for Large Language Models.

Yuxuan Yao, Shuqi Liu, Zehua Liu, Qintong Li, Mingyang Liu, Xiongwei Han, Zhijiang Guo, Han Wu, Linqi Song

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

A Blockchain-Based Verifiable Data Quality Assessment Scheme.

Keqi Xiong, Zehua Liu, Jiayong Wei, Huimin Gong

Proceedings of the International Wireless Communications and Mobile Computing, 2025

CNVSRC 2024: The Second Chinese Continuous Visual Speech Recognition Challenge.

Zehua Liu, Xiaolou Li, Chen Chen, Lantian Li, Dong Wang

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Alignvsr: audio-Visual Cross-Modal Alignment for Visual speech Recognition.

Zehua Liu, Xiaolou Li, Chen Chen, Li Guo, Lantian Li, Dong Wang

Proceedings of the 2025 11th International Conference on Communication and Information Processing, 2025

LoRE-Merging: Exploring Low-Rank Estimation For Large Language Model Merging.

Zehua Liu, Han Wu, Yuxuan Yao, Xiaojin Fu, Ruifeng She, Xiongwei Han, Tao Zhong, Mingxuan Yuan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Decoupling Training-Free Guided Diffusion by ADMM.

Youyuan Zhang, Zehua Liu, Zenan Li, Zhaoyu Li, James J. Clark, Xujie Si

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

TempDiffReg: Temporal Diffusion Model for Non-Rigid 2D-3D Vascular Registration.

Zehua Liu, Shihao Zou, Jincai Huang, Yanfang Zhang, Chao Tong, Weixin Si

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Fast Intra-Operative Angiographic Parametric Imaging for Surgical Outcome Prediction of Interventional Cerebral Aneurysms Treatment.

Zehua Liu, Meng Zhang, Yang Gao, Jianping Lv, Feng Lu, Weixin Si

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Leveraging Large Language Models in Visual Speech Recognition: Model Scaling, Context-Aware Decoding, and Iterative Polishing.

Zehua Liu, Xiaolou Li, Li Guo, Lantian Li, Dong Wang

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2025

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving.

Teng Wang, Wing Yin Yu, Zhenqi He, Zehua Liu, HaileiGong HaileiGong, Han Wu, Xiongwei Han, Wei Shi, Ruifeng She, Fangzhou Zhu, Tao Zhong

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

The sum-of-digits function in rings of residue classes.

Huaning Liu, Zehua Liu

Period. Math. Hung., December, 2024

Challenges in remote sensing based climate and crop monitoring: navigating the complexities using AI.

Huimin Han, Zehua Liu, Jiuhao Li, Zhixiong Zeng

J. Cloud Comput., December, 2024

Time series forecasting model for non-stationary series pattern extraction using deep learning and GARCH modeling.

Huimin Han, Zehua Liu, Mauricio Barrios Barrios, Jiuhao Li, Zhixiong Zeng, Nadia Mohamed Sarhan, Emad Mahrous Awwad

J. Cloud Comput., December, 2024

Flow diverters treatment planning of small- and medium-sized intracranial saccular aneurysms on the internal carotid artery via constraint-based virtual deployment.

Zehua Liu, Meng Zhang, Chao Wang, Zhongxiao Wang, Xiangyun Liao, Chubin Ou, Weixin Si

Int. J. Comput. Assist. Radiol. Surg., June, 2024

Optical Parameter Decoupling and Optimization for Elliptically Polarized Atomic Magnetometer.

Yifan Yan, Shaowen Zhang, Zehua Liu, Di Zhan, Ziao Liu, Xiaoyu Li, Ying Zhou, Jixi Lu

IEEE Trans. Instrum. Meas., 2024

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving.

Teng Wang, Wing-Yin Yu, Zhenqi He, Zehua Liu, Xiongwei Han, Hailei Gong, Han Wu, Wei Shi, Ruifeng She, Fangzhou Zhu, Tao Zhong

CoRR, 2024

Remote sensing-enhanced transfer learning approach for agricultural damage and change detection: A deep learning perspective.

Zehua Liu, Jiuhao Li, Mahmood Ashraf, Syam Melethil Sethumadhavan, Muhammad Asif, Emad Mahrous Awwad, Muna Al-Razgan, Uzair Aslam Bhatti

Big Data Res., 2024

Quantitative Analysis of Audio-Visual Tasks: An Information-Theoretic Perspective.

Chen Chen, Xiaolou Li, Zehua Liu, Lantian Li, Dong Wang

Proceedings of the 14th IEEE International Symposium on Chinese Spoken Language Processing, 2024

Zero-Shot Fake Video Detection by Audio-Visual Consistency.

Xiaolou Li, Zehua Liu, Chen Chen, Lantian Li, Li Guo, Dong Wang

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

CNVSRC 2023: The First Chinese Continuous Visual Speech Recognition Challenge.

Chen Chen, Zehua Liu, Xiaolou Li, Lantian Li, Dong Wang

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Full Bayesian Significance Testing for Neural Networks in Traffic Forecasting.

Zehua Liu, Jingyuan Wang, Zimeng Li, Yue He

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Full Bayesian Significance Testing for Neural Networks.

Zehua Liu, Zimeng Li, Jingyuan Wang, Yue He

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

On the power moments of the Weil spectrum.

Huaning Liu, Zehua Liu

Period. Math. Hung., June, 2023

HDRNet: High-Dimensional Regression Network for Point Cloud Registration.

Jian Gao, Yuhe Zhang, Zehua Liu, Siyi Li

Comput. Graph. Forum, February, 2023

Magnetic Field Compensation Control for Spin-Exchange Relaxation-Free Comagnetometer Using Reinforcement Learning.

Feng Li, Zhuo Wang, Ruigang Wang, Sixun Liu, Bodong Qin, Zehua Liu, Xinxiu Zhou

IEEE Trans. Instrum. Meas., 2023

Learning with Logical Constraints but without Shortcut Satisfaction.

Zenan Li, Zehua Liu, Yuan Yao, Jingwei Xu, Taolue Chen, Xiaoxing Ma, Jian Lü

Proceedings of the Eleventh International Conference on Learning Representations, 2023

A Method for Identifying the Timeliness of Manufacturing Data Based on Weighted Timeliness Graph.

Zehua Liu, Xuefeng Ding, Yuming Jiang, Dasha Hu

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

VFMVAC: View-filtering-based multi-view aggregating convolution for 3D shape recognition and retrieval.

Zehua Liu, Yuhe Zhang, Jian Gao, Shurui Wang

Pattern Recognit., 2022

A Worker Selection Scheme for Vehicle Crowdsourcing Blockchain.

Xinran Ma, Shulin Sun, Zehua Liu, Lijun Sun

Proceedings of the International Conference on Service Science, 2022

2021

A novel approach for reliability assessment of residual heat removal system for HPR1000 based on failure mode and effect analysis, fault tree analysis, and fuzzy Bayesian network methods.

Rui Ding, Zehua Liu, Jintao Xu, Fanpeng Meng, Yang Sui, Xinhong Men

Reliab. Eng. Syst. Saf., 2021

redPATH: Reconstructing the Pseudo Development Time of Cell Lineages in Single-cell RNA-seq Data and Applications in Cancer.

Kaikun Xie, Zehua Liu, Ning Chen, Ting Chen

Genom. Proteom. Bioinform., 2021

Convergence study on strictly contractive Peaceman-Rachford splitting method for nonseparable convex minimization models with quadratic coupling terms.

Peixuan Li, Yuan Shen, Suhong Jiang, Zehua Liu, Caihua Chen

Comput. Optim. Appl., 2021

Dense Video Captioning with Hierarchical Attention-Based Encoder-Decoder Networks.

Mingjing Yu, Huicheng Zheng, Zehua Liu

Proceedings of the International Joint Conference on Neural Networks, 2021

From Coarse to Fine: Hierarchical Multi-scale Temporal Information Modeling via Sub-group Convolution for Video Action Recognition.

Fengwen Cheng, Huicheng Zheng, Zehua Liu

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Multi-Agent Actor Critic for Channel Allocation in Heterogeneous Networks.

Nan Zhao, Zehua Liu, Yiqiang Cheng, Chao Tian

Int. J. Mob. Comput. Multim. Commun., 2020

Multi-Agent Deep Reinforcement Learning for Trajectory Design and Power Allocation in Multi-UAV Networks.

Nan Zhao, Zehua Liu, Yiqiang Cheng

IEEE Access, 2020

A Contract-Based Incentive Mechanism for Traffic Offloading in Two-tier Heterogeneous Networks.

Nan Zhao, Huiwen Tan, Zehua Liu

Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020

Wisdom Campus Design and Practice Based on The "Three Big and One Strong" Governance Model.

Zehua Liu, Yonghong Liao, Xianzhen Yuan, Jianhong Weng, Yiqiang Liao

Proceedings of the ICITEE2020: The 3rd International Conference on Information Technologies and Electrical Engineering, 2020

2019

Tensor Completion based 3D Reconstruction of Binocular Stereo Vision.

Zehua Liu, Hai-Jun Rong, Zhao-Xu Yang, Zhi-Xin Yang

Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

2018

RNA velocity of single cells.

Gioele La Manno, Ruslan A. Soldatov, Amit Zeisel, Emelie Braun, Hannah Hochgerner, Viktor Petukhov, Katja Lidschreiber, Maria E. Kastriti, Peter Lönnerberg, Alessandro Furlan, Jean Fan, Lars E. Borm, Zehua Liu, David van Bruggen, Jimin Guo, Xiaoling He, Roger Barker, Erik Sundström, Gonçalo Castelo-Branco, Patrick Cramer, Igor Adameyko, Sten Linnarsson, Peter V. Kharchenko

Nat., 2018

2016

A Diachronic Study on British and Chinese Cultural Complexity with Google Books Ngrams.

Zehua Liu

J. Quant. Linguistics, 2016

2014

A Word Type-based Quantitative Study on the Lexical Change of American and British English.

Lei Lei, Zehua Liu

J. Quant. Linguistics, 2014

A new GSC beamforming algorithm based on double affine projection.

Zehua Liu, Shouhao Wu, Yongjie Wang, Wenxiu Guo, Jie Zhang

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

2010

Analysis of spatial autocorrelation and price determinants in hotel room prices.

Honglei Zhang, Jie Zhang, Shaojing Lu, Zehua Liu

Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

2007

Semi-automatic wrapper generation for web information extraction

Zehua Liu

PhD thesis, 2007

2005

Applying scenario-based design and claims analysis to the design of a digital library of geography examination resources.

Yin Leng Theng, Dion Hoe-Lian Goh, Ee-Peng Lim, Zehua Liu, Ming Yin, Natalie Lee-San Pang, Patricia Bao-Bao Wong

Inf. Process. Manag., 2005

On organizing and accessing geospatial and georeferenced Web resources using the G-Portal system.

Ee-Peng Lim, Zehua Liu, Ming Yin, Dion Hoe-Lian Goh, Yin Leng Theng, Wee Keong Ng

Inf. Process. Manag., 2005

2004

A Java-based digital library portal for geography education.

Zehua Liu, Hai Yu, Ee-Peng Lim, Ming Yin, Dion Hoe-Lian Goh, Yin Leng Theng, Wee Keong Ng

Sci. Comput. Program., 2004

Personalized Web Views for Multilingual Web Sources.

Zehua Liu, Wee Keong Ng, Ee-Peng Lim

IEEE Internet Comput., 2004

Towards building logical views of websites.

Zehua Liu, Wee Keong Ng, Ee-Peng Lim, Feifei Li

Data Knowl. Eng., 2004

Supporting Field Study with Personalized Project Spaces in a Geographical Digital Library.

Ee-Peng Lim, Aixin Sun, Zehua Liu, John G. Hedberg, Chew-Hung Chang, Tiong-Sa Teh, Dion Hoe-Lian Goh, Yin Leng Theng

Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004

Regional Differentiation of Chinese Tourism Web sites.

Jie Zhang, Shufei Lu, Minghua Wen, Zehua Liu, Yun-xia Feng

Proceedings of the Information and Communication Technologies in Tourism, 2004

An Automated Algorithm for Extracting Website Skeleton.

Zehua Liu, Wee Keong Ng, Ee-Peng Lim

Proceedings of the Database Systems for Advances Applications, 2004

Unloading Unwanted Information: From Physical Websites to Personalized Web Views.

Zehua Liu, Wee Keong Ng, Ee-Peng Lim

Proceedings of the Advanced Web Technologies and Applications, 2004

2003

On Querying Geospatial and Georeferenced Metadata Resources in G-Portal.

Zehua Liu, Ee-Peng Lim, Wee Keong Ng, Dion Hoe-Lian Goh

Proceedings of the ACM/IEEE 2003 Joint Conference on Digital Libraries (JCDL 2003), 2003

2002

A visual tool for building logical data models of websites.

Zehua Liu, Wee Keong Ng, Feifei Li, Ee-Peng Lim

Proceedings of the Fourth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2002), 2002

G-Portal: a map-based digital library for distributed geospatial and georeferenced resources.

Ee-Peng Lim, Dion Hoe-Lian Goh, Zehua Liu, Wee Keong Ng, Christopher S. G. Khoo, Susan Ellen Higgins

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2002

A digital library for geography examination resources.

Lian-Heong Chua, Dion Hoe-Lian Goh, Ee-Peng Lim, Zehua Liu, Rebecca Pei-Hui Ang

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2002

Intergenerational Partnerships in the Design of a Digital Library of Geography Examination Resources.

Yin Leng Theng, Dion Hoe-Lian Goh, Ee-Peng Lim, Zehua Liu, Natalie Lee-San Pang, Patricia Bao-Bao Wong, Lian-Heong Chua

Proceedings of the Digital Libraries: People, 2002

Resource Annotation Framework in a Georeferenced and Geospatial Digital Library.

Zehua Liu, Ee-Peng Lim, Dion Hoe-Lian Goh

Proceedings of the Digital Libraries: People, 2002

Wiccap Data Model: Mapping Physical Websites to Logical Views.

Zehua Liu, Feifei Li, Wee Keong Ng

Proceedings of the Conceptual Modeling, 2002

2001

Web-Based Parallel Simulation of AGVs Using Java and JINI.

Rong Ye, Wen-Jing Hsu, Zehua Liu

Proceedings of the Parallel Computing Technologies, 2001

Jini-Enabled High Performance Computing.

Rong Ye, Wen-Jing Hsu, Zehua Liu, Voon-Yee Vee

Proceedings of the 15th International Conference on Information Networking, 2001

An Information Concierge for the Web.

Feifei Li, Zehua Liu, Yangfeng Huang, Wee Keong Ng

Proceedings of the 12th International Workshop on Database and Expert Systems Applications (DEXA 2001), 2001