Licheng Liu

92 papers A* 2A 2B 6C 2Misc 1Journal 71Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
AgroFlux: A Spatial-Temporal Benchmark for Carbon and Nitrogen Flux Prediction in Agricultural Ecosystems.
CoRR
Qi Cheng, Licheng Liu, Yao Zhang, Mu Hong, Yiqun Xie, Xiaowei Jia
2026 J jnl
Beijing Institute of TechnologyCMANet: A TCN-RMamba-Attention Network for Surgical Phase Online Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Wenpei Fan, Yaonan Wang, Licheng Liu, Jiayi Zeng, Min Liu
2026 J jnl
CiSeg: Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation via Causal Intervention.
IEEE Trans. Medical Imaging
Peiqing Lv, Yaonan Wang, Min Liu, Zhe Zhang, Yunfeng Ma, Licheng Liu, Erik Meijering
2026 — conf
Design and Experimental Verification of a Four-Bar Separation Mechanism.
ICARA
Licheng Liu, Shaohua Wang, Kang Gong, Tiejun Wang, Jinkui Gu, Haoran Jia, Gang Wang
2026 J jnl
Retrieval-Augmented Multi-scale Framework for County-Level Crop Yield Prediction Across Large Regions.
CoRR
Yiming Sun, Qi Cheng, Licheng Liu, Runlong Yu, Yiqun Xie, Xiaowei Jia
2026 J jnl
Role-Aware Conditional Inference for Spatiotemporal Ecosystem Carbon Flux Prediction.
CoRR
Yiming Sun, Runlong Yu, Rongchao Dong, Shuo Chen, Licheng Liu, Youmi Oh, Qianlai Zhuang, Yiqun Xie, Xiaowei Jia
2026 — conf
X-MethaneWet: A Cross-scale Global Wetland Methane Emission Benchmark Dataset for Advancing Science Discovery with AI.
KDD (1)
Yiming Sun, Shuo Chen, Shengyu Chen, Chonghao Qiu, Licheng Liu, Youmi Oh, Sparkle L. Malone, Gavin McNicol, Qianlai Zhuang, Chris Smith, Yiqun Xie, Xiaowei Jia
2025 J jnl
A Simple "Try Again" Can Elicit Multi-Turn LLM Reasoning.
CoRR
Licheng Liu, Zihan Wang, Linjie Li, Chenwei Xu, Yiping Lu, Han Liu, Avirup Sil, Manling Li
2025 J jnl
A large language model-enhanced argument extraction and clustering model for urban hotspot event detection using crowdsourced data.
Expert Syst. Appl.
Tianyou Chu, Yumin Chen, John P. Wilson, Licheng Liu
2025 J jnl
An Intelligent Learning Reconfiguration Model Based on Optimized Transformer and Multisource Features (TMSFs) for High-Precision InSAR DEM Void Filling.
IEEE Trans. Geosci. Remote. Sens.
Tengfei Zhang, Yumin Chen, Rui Zhu, John P. Wilson, Jun Song, Ruoxuan Chen, Licheng Liu, Lanhua Bao
2025 — conf
An Interface Design for Mooring and Refueling of Electric Propulsion Modules.
ICARA
Kang Gong, Liming Hu, Licheng Liu, Dapeng Wang, Yongli Wang, Xiaoqing Liu, Tiejun Wang, Baiqing Tang, Gang Wang
2025 J jnl
An Interpretable Quantum Adjoint Convolutional Layer for Image Classification.
IEEE Trans. Cybern.
Shi Wang, Mengyi Wang, Ren-Xin Zhao, Licheng Liu, Yaonan Wang
2025 J jnl
DAUNet: A deformable aggregation UNet for multi-organ 3D medical image segmentation.
Pattern Recognit. Lett.
Qinghao Liu, Min Liu, Yuehao Zhu, Licheng Liu, Zhe Zhang, Yaonan Wang
2025 J jnl
Dynamic Graph Regularized Broad Learning With Marginal Fisher Representation for Noisy Data Classification.
IEEE Trans. Cybern.
Licheng Liu, Junhao Chen, Tingyun Liu, C. L. Philip Chen, Bin Yang
2025 J jnl
Efficient path planning for a dexterous arm-hand in complex environments.
Robotics Auton. Syst.
Wenpei Fan, Yaonan Wang, Wenrui Chen, Licheng Liu, Conghui Tang, Xin Li, Mingjie Dong
2025 B conf
Knowledge Guided Encoder-Decoder Framework: Integrating Multiple Physical Models for Agricultural Ecosystem Modeling.
IEEE Big Data
Qi Cheng, Licheng Liu, Yao Zhang, Mu Hong, Shiyuan Luo, Zhenong Jin, Yiqun Xie, Xiaowei Jia
2025 J jnl
Knowledge Guided Encoder-Decoder Framework: Integrating Multiple Physical Models for Agricultural Ecosystem Modeling.
CoRR
Qi Cheng, Licheng Liu, Yao Zhang, Mu Hong, Shiyuan Luo, Zhenong Jin, Yiqun Xie, Xiaowei Jia
2025 J jnl
LLM-based Evaluation Policy Extraction for Ecological Modeling.
CoRR
Qi Cheng, Licheng Liu, Qing Zhu, Runlong Yu, Zhenong Jin, Yiqun Xie, Xiaowei Jia
2025 J jnl
Online Prediction with Limited Selectivity.
CoRR
Licheng Liu, Mingda Qiao
2025 J jnl
Ordering Domain Destriping: Co-Solving the Additive and Multiplicative Stripe Components in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Xinxin Liu, Jie Li, Licheng Liu, Bin Yang
2025 J jnl
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning.
CoRR
Zihan Wang, Kangrui Wang, Qineng Wang, Pingyue Zhang, Linjie Li, Zhengyuan Yang, Xing Jin, Kefan Yu, Minh Nhat Nguyen, Licheng Liu, Eli Gottlieb, Yiping Lu, Kyunghyun Cho, Jiajun Wu, Li Fei-Fei, Lijuan Wang, Yejin Choi, Manling Li
2025 J jnl
TC3Net: Transformer and Convolution Coupled Contrastive Network for Single Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst.
Licheng Liu, Qibin Zhang, Tingyun Liu, C. L. Philip Chen
2025 J jnl
Towards Fine-Tuning-Based Site Calibration for Knowledge-Guided Machine Learning: A Summary of Results.
CoRR
Ruolei Zeng, Arun Sharma, Shuai An, Mingzhou Yang, Shengya Zhang, Licheng Liu, David J. Mulla, Shashi Shekhar
2025 — conf
Towards Surrogate Models with Hybrid Spatial Neural Networks: A Summary of Results.
GeoSim@SIGSPATIAL
Shengya Zhang, Arun Sharma, Majid Farhadloo, Mingzhou Yang, Ruolei Zeng, Subhankar Ghosh, Yao Zhang, Mu Hong, Licheng Liu, David J. Mulla, Shashi Shekhar
2025 J jnl
Uncertainty-Aware Noisy Label Learning for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Bin Yang, Jianlong Li, Shuchen Yu, Licheng Liu, Xinxin Liu
2025 J jnl
X-MethaneWet: A Cross-scale Global Wetland Methane Emission Benchmark Dataset for Advancing Science Discovery with AI.
CoRR
Yiming Sun, Shuo Chen, Shengyu Chen, Chonghao Qiu, Licheng Liu, Youmi Oh, Sparkle L. Malone, Gavin McNicol, Qianlai Zhuang, Chris Smith, Yiqun Xie, Xiaowei Jia
2024 J jnl
A Fine-Grained Detector of Face Mask Wearing Status Based on Improved YOLOX.
IEEE Trans. Artif. Intell.
Hongli Xiao, Bingshu Wang, Jiangbin Zheng, Licheng Liu, C. L. Philip Chen
2024 J jnl
A Review of Convex Clustering From Multiple Perspectives: Models, Optimizations, Statistical Properties, Applications, and Connections.
IEEE Trans. Neural Networks Learn. Syst.
Qiying Feng, C. L. Philip Chen, Licheng Liu
2024 J jnl
Change Representation and Extraction in Stripes: Rethinking Unsupervised Hyperspectral Image Change Detection With an Untrained Network.
IEEE Trans. Image Process.
Bin Yang, Yin Mao, Licheng Liu, Leyuan Fang, Xinxin Liu
2024 J jnl
Hierarchical Conditional Multi-Task Learning for Streamflow Modeling.
CoRR
Shaoming Xu, Arvind Renganathan, Ankush Khandelwal, Rahul Ghosh, Xiang Li, Licheng Liu, Kshitij Tayal, Peter Harrington, Xiaowei Jia, Zhenong Jin, John Nieber, Vipin Kumar
2024 A conf
Knowledge Guided Machine Learning for Extracting, Preserving, and Adapting Physics-aware Features.
SDM
Erhu He, Yiqun Xie, Licheng Liu, Zhenong Jin, Dajun Zhang, Xiaowei Jia
2024 J jnl
MAPANet: A Multi-Scale Attention-Guided Progressive Aggregation Network for Multi-Contrast MRI Super-Resolution.
IEEE Trans. Computational Imaging
Licheng Liu, Tao Liu, Wei Zhou, Yaonan Wang, Min Liu
2024 J jnl
Modal-Regression-Based Broad Learning System for Robust Regression and Classification.
IEEE Trans. Neural Networks Learn. Syst.
Licheng Liu, Tingyun Liu, C. L. Philip Chen, Yaonan Wang
2024 J jnl
Multishot Compressive Hyperspectral Imaging Based on Tensor Fibered Rank Minimization and Its Primal-Dual Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ting Xie, Xudong Kang, Renwei Dian, Tonghan Wang, Licheng Liu
2024 J jnl
Predicting the growth trajectory and yield of greenhouse strawberries based on knowledge-guided computer vision.
Comput. Electron. Agric.
Qi Yang, Licheng Liu, Junxiong Zhou, Mary Rogers, Zhenong Jin
2024 J jnl
Reciprocal Transformation-Based Joint Deep and Broad Learning for Change Detection With Heterogeneous Images.
IEEE Trans. Geosci. Remote. Sens.
Bin Yang, Zhulian Wang, Xinxin Liu, Leyuan Fang, Licheng Liu
2024 J jnl
When Broad Learning System Meets Label Noise Learning: A Reweighting Learning Framework.
IEEE Trans. Neural Networks Learn. Syst.
Licheng Liu, Junhao Chen, Bin Yang, Qiying Feng, C. L. Philip Chen
2023 J jnl
Automatic recognition of hot spray marking dot-matrix characters for steel-slab industry.
J. Intell. Manuf.
Junhui Ge, Licheng Liu, Junxi Sun, Hong Zhao, Langming Zhou, Tianle Cheng, Changyan Xiao
2023 J jnl
FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems.
CoRR
Shiyuan Luo, Juntong Ni, Shengyu Chen, Runlong Yu, Yiqun Xie, Licheng Liu, Zhenong Jin, Huaxiu Yao, Xiaowei Jia
2023 J jnl
From Trained to Untrained: A Novel Change Detection Framework Using Randomly Initialized Models With Spatial-Channel Augmentation for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Bin Yang, Yin Mao, Licheng Liu, Xinxin Liu, Yuzhong Ma, Jing Li
2023 J jnl
Knowledge Guided Representation Learning and Causal Structure Learning in Soil Science.
CoRR
Somya Sharma, Swati Sharma, Licheng Liu, Rishabh Tushir, Andy Neal, Robert Osazuwa Ness, John Crawford, Emre Kiciman, Ranveer Chandra
2023 A conf
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications.
SDM
Shaoming Xu, Ankush Khandelwal, Xiang Li, Xiaowei Jia, Licheng Liu, Jared Willard, Rahul Ghosh, Kelly Cutler, Michael S. Steinbach, Christopher J. Duffy, John Nieber, Vipin Kumar
2023 J jnl
Modal Regression-Based Graph Representation for Noise Robust Face Hallucination.
IEEE Trans. Neural Networks Learn. Syst.
Licheng Liu, C. L. Philip Chen, Yaonan Wang
2023 J jnl
Panel Data Visualization in
J. Stat. Softw.
Hongyu Mou, Licheng Liu, Yiqing Xu
2023 A* conf
Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction.
AAAI
Erhu He, Yiqun Xie, Licheng Liu, Weiye Chen, Zhenong Jin, Xiaowei Jia
2023 J jnl
Plug-and-Play Priors for Multi-Shot Compressive Hyperspectral Imaging.
IEEE Trans. Image Process.
Ting Xie, Licheng Liu, Lina Zhuang
2023 J jnl
Self-Paced Broad Learning System.
IEEE Trans. Cybern.
Licheng Liu, Luyang Cai, Ting Xie, Yaonan Wang
2023 J jnl
Subspace-based minority oversampling for imbalance classification.
Inf. Sci.
Tianjun Li, Yingxu Wang, Licheng Liu, Long Chen, C. L. Philip Chen
2023 A* conf
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability.
AAAI
Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia
2022 J jnl
Binary Representation via Jointly Personalized Sparse Hashing.
CoRR
Xiaoqin Wang, Chen Chen, Rushi Lan, Licheng Liu, Zhenbing Liu, Huiyu Zhou, Xiaonan Luo
2022 J jnl
Binary Representation via Jointly Personalized Sparse Hashing.
ACM Trans. Multim. Comput. Commun. Appl.
Xiaoqin Wang, Chen Chen, Rushi Lan, Licheng Liu, Zhenbing Liu, Huiyu Zhou, Xiaonan Luo
2022 J jnl
Cauchy regularized broad learning system for noisy data regression.
Inf. Sci.
Licheng Liu, Luyang Cai, Tingyun Liu, C. L. Philip Chen, Xiaoqin Tang
2022 J jnl
Examining the relationships between carbon emissions and land supply in China.
Ecol. Informatics
Lexin Li, Licheng Liu, Zeyao Gu, Zhongxiao Sun, Qian Zhang
2022 J jnl
Hallucinating Color Face Image by Learning Graph Representation in Quaternion Space.
IEEE Trans. Cybern.
Licheng Liu, C. L. Philip Chen, Shutao Li
2022 J jnl
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications.
CoRR
Shaoming Xu, Ankush Khandelwal, Xiang Li, Xiaowei Jia, Licheng Liu, Jared Willard, Rahul Ghosh, Kelly Cutler, Michael S. Steinbach, Christopher J. Duffy, John Nieber, Vipin Kumar
2022 J jnl
Noise Robust Face Hallucination Based on Smooth Correntropy Representation.
IEEE Trans. Neural Networks Learn. Syst.
Licheng Liu, Qiying Feng, C. L. Philip Chen, Yaonan Wang
2022 J jnl
Superpixel-guided locality quaternion representation for color face hallucination.
Inf. Sci.
Licheng Liu, Xiaoqin Tang, C. L. Philip Chen, Luyang Cai, Rushi Lan
2022 J jnl
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability.
CoRR
Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia
2021 C conf
Computation Rate Maximization for Multiuser Mobile Edge Computing Systems With Dynamic Energy Arrivals.
ICCC
Zhifei Lin, Feng Wang, Licheng Liu
2021 J jnl
Computation Rate Maximization for Multiuser Mobile Edge Computing Systems With Dynamic Energy Arrivals.
CoRR
Zhifei Lin, Feng Wang, Licheng Liu
2021 J jnl
Discriminative Face Hallucination via Locality-Constrained and Category Embedding Representation.
IEEE Trans. Syst. Man Cybern. Syst.
Licheng Liu, Rushi Lan, Yaonan Wang
2021 J jnl
Lightweight Image Super-Resolution via Weighted Multi-Scale Residual Network.
IEEE CAA J. Autom. Sinica
Long Sun, Zhenbing Liu, Xiyan Sun, Licheng Liu, Rushi Lan, Xiaonan Luo
2021 B conf
Masked Face Detection Using A Two-stage Classification Approach In the COVID-19 Era.
SMC
Bingshu Wang, Licheng Liu, C. L. Philip Chen
2020 J jnl
Face hallucination via multiple feature learning with hierarchical structure.
Inf. Sci.
Licheng Liu, Han Liu, Shutao Li, C. L. Philip Chen
2020 J jnl
Modern imaging techniques in plant nutrition analysis: A review.
Comput. Electron. Agric.
Daoliang Li, Cheng Li, Yuan Yao, Mengdi Li, Licheng Liu
2020 J jnl
Robust face hallucination via locality-constrained multiscale coding.
Inf. Sci.
Na Li, Licheng Liu, Shutao Li, Hui Lin
2019 J jnl
A robust and accurate camera pose determination method based on geometric optimization search using Internet of Things.
Int. J. Distributed Sens. Networks
Qi Wang, Zhangyan Zhao, Enshun Lu, Yang Liu, Licheng Liu
2019 B conf
Color Face Hallucination Using Neighbor Locality Representation and Inter-Channel Correlation.
ICIP
Han Liu, Licheng Liu, Shutao Li
2019 J jnl
Gearbox Fault Diagnosis Based on Selective Integrated Soft Competitive Learning Fuzzy Adaptive Resonance Theory.
J. Comput. Inf. Sci. Eng.
Xiao-Jin Wan, Licheng Liu, Zengbing Xu, Zhigang Xu
2019 J jnl
Iterative Relaxed Collaborative Representation With Adaptive Weights Learning for Noise Robust Face Hallucination.
IEEE Trans. Circuits Syst. Video Technol.
Licheng Liu, Shutao Li, C. L. Philip Chen
2019 B conf
Learning Quaternion Graph for Color Face Image Super-Resolution.
ICIP
Licheng Liu, C. L. Philip Chen, Shutao Li
2019 — conf
Robust Hyperspectral Image Pan-Sharpening via Channel-Constrained Spatial Spectral Network.
PRCV (2)
Na Li, Licheng Liu
2019 — conf
Scoring framework of soccer matches using possession trajectory data.
ACM TUR-C
Geng Deng, Licheng Liu, Jie Zuo
2019 J jnl
Tensor Completion via Nonlocal Low-Rank Regularization.
IEEE Trans. Cybern.
Ting Xie, Shutao Li, Leyuan Fang, Licheng Liu
2018 C conf
A Novel Nonconvex Sparsity Measure for Hyperspectral Images Restoration.
IGARSS
Ting Xie, Shutao Li, Leyuan Fang, Licheng Liu
2018 B conf
Face Image Super-Resolution via K-NN Regularized Collaborative Representation with Importance Reweighting.
ICPR
Licheng Liu, Shutao Li
2018 J jnl
Fault diagnosis of rolling bearing based on optimized soft competitive learning Fuzzy ART and similarity evaluation technique.
Adv. Eng. Informatics
Xiao-Jin Wan, Licheng Liu, Zengbing Xu, Zhigang Xu, Qinglei Li, Fengxiang Xu
2018 J jnl
Mixed Noise Removal via Robust Constrained Sparse Representation.
IEEE Trans. Circuits Syst. Video Technol.
Licheng Liu, C. L. Philip Chen, Xinge You, Yuan Yan Tang, Yushu Zhang, Shutao Li
2018 J jnl
Quaternion Locality-Constrained Coding for Color Face Hallucination.
IEEE Trans. Cybern.
Licheng Liu, Shutao Li, C. L. Philip Chen
2018 J jnl
Robust Face Hallucination via Locality-Constrained Bi-Layer Representation.
IEEE Trans. Cybern.
Licheng Liu, C. L. Philip Chen, Shutao Li, Yuan Yan Tang, Long Chen
2018 J jnl
Updating the Silent Speech Challenge benchmark with deep learning.
Speech Commun.
Yan Ji, Licheng Liu, Hongcui Wang, Zhilei Liu, Zhibin Niu, Bruce Denby
2017 J jnl
Updating the silent speech challenge benchmark with deep learning.
CoRR
Yan Ji, Licheng Liu, Hongcui Wang, Zhilei Liu, Zhibin Niu, Bruce Denby
2017 J jnl
Weighted Joint Sparse Representation for Removing Mixed Noise in Image.
IEEE Trans. Cybern.
Licheng Liu, Long Chen, C. L. Philip Chen, Yuan Yan Tang, Chi-Man Pun
2016 J jnl
A Review of Compressive Sensing in Information Security Field.
IEEE Access
Yushu Zhang, Leo Yu Zhang, Jiantao Zhou, Licheng Liu, Fei Chen, Xing He
2016 J jnl
A robust bi-sparsity model with non-local regularization for mixed noise reduction.
Inf. Sci.
Long Chen, Licheng Liu, C. L. Philip Chen
2016 — conf
Comparison of DCT and autoencoder-based features for DNN-HMM multimodal silent speech recognition.
ISCSLP
Licheng Liu, Yan Ji, Hongcui Wang, Bruce Denby
2016 Misc conf
Performance of impulsive noise blanking in precoded OFDM-based PLC systems.
ICCS
Filbert H. Juwono, Regina Reine, Licheng Liu, Jing Liu, Defeng David Huang
2015 J jnl
A new weighted mean filter with a two-phase detector for removing impulse noise.
Inf. Sci.
Licheng Liu, C. L. Philip Chen, Yicong Zhou, Xinge You
2015 — conf
An articulatory analysis of apical syllables in Standard Chinese.
O-COCOSDA/CASLRE
Yu Chen, Jin Zhang, Yanting Chen, Yu Chen, Licheng Liu, Jianguo Wei, Jianwu Dang
2015 J jnl
Fast Fourier transform using matrix decomposition.
Inf. Sci.
Yicong Zhou, Weijia Cao, Licheng Liu, Sos S. Agaian, C. L. Philip Chen
2015 J jnl
Weighted Couple Sparse Representation With Classified Regularization for Impulse Noise Removal.
IEEE Trans. Image Process.
Chun-Lung Philip Chen, Licheng Liu, Long Chen, Yuan Yan Tang, Yicong Zhou
2014 B conf
Impulse noise removal using sparse representation with fuzzy weights.
SMC
Licheng Liu, C. L. Philip Chen, Yicong Zhou, Yuan Yan Tang