百晓学者学者目录

王梁

梧州学院

精选作品

期刊论文

2026

基于主子载波辅助的Alamouti正交频分复用无源光网络偏振追踪技术

王梁，李正璇，骆思雨，冯怡扬

《中国激光》

2026

差分调制及相干OFDMA-PON系统相位噪声补偿

刘紫玥，李正璇，杨勤尧，高奇，王梁，宋英雄

《光通信研究》

DOI

2026

基于改进YOLOv8的养殖鱼群检测与计数方法

王梁，杨钧兰，卢鹤萦，赵海珠

《农机化研究》

DOI

2025

基于PLCnext的水下目标抓取机器人设计

张衍，王显峰，李浩男，薛垚家，王梁

《传感器与微系统》

DOI

2024

基于嵌入式图像识别的智能车库系统

王梁，林子祺，刘欣，胡晨，朱韬强

《工业控制计算机》

2024

Improved Algorithm for License Plate Location Based on Edge Detection and Mathematical Morphology

Liao Qiuxiang, Yang Qiuhui, Liang Wang

IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)

DOI

2024

Detection and Identification of Maize Disease and Insect Pests Based on the Spatial Residual Shrinkage Network Model

Liang Wang, Taoqiang Zhu, Xinling Xu, Junlan Yang, Ziqi Lin

Lecture notes in electrical engineering

DOI

2023

智能防疫系统设备的实现与设计

王梁，陈华玲，仇春晓

《工业控制计算机》

2023

Research and implementation of improved license plate segmentation and recognition algorithm

Liao Qiuxiang, Yang Qiuhui, Liang Wang

IEEE Information Technology and Mechatronics Engineering Conference (ITOEC)

DOI

2023

$\mathtt {Radar}$: Adversarial Driving Style Representation Learning With Data Augmentation

Zhidan Liu, Junhong Zheng, Jinye Lin, Liang Wang, Kai-Shun Wu

IEEE Transactions on Mobile Computing

DOI

2023

Out-of-Distribution Evidence-Aware Fake News Detection via Dual Adversarial Debiasing

Q. Liu, Jun-Fei Wu, Shu Wu, Liang Wang

IEEE Transactions on Knowledge and Data Engineering

DOI

2023

A UAV-assisted V2X network architecture with separated data transmission and network control

Xiao Ma, Liang Wang, Wei-Jia Han, Xi-Jun Wang, Ting-Ting Shang

China Communications

DOI

2023

Uncovering Neural Scaling Laws in Molecular Representation Learning

Dingshuo Chen, Yanqiao Zhu, Jieyu Zhang, Yuanqi Du, Zhixun Li, Q. Liu, Shu Wu, Liang Wang

Neural Information Processing Systems

DOI

2023

Counterfactual Debiasing for Fact Verification

Weizhi Xu, Q. Liu, Shu Wu, Liang Wang

Annual Meeting of the Association for Computational Linguistics

DOI

2023

OPTES: A Tool for Behavior-based Student Programming Progress Estimation

Yuqian Zhuang, Liang Wang, Mingya Zhang, Shang-Hung Lin, Hao Hu, Xian-Ping Tao

Annual International Computer Software and Applications Conference

DOI

2023

Ultra-short-term PV prediction based on LSTM with a multi-head attention mechanism

Xiaoming Zhu, Liang Wang, Jiaru Gu, Peng Wang, Jigang Tang, Jinbao Hao, Min Xiang, Yangwen Lu, Xin Lu

Journal of Physics, Conference Series

DOI

2023

CvFormer: Cross-view transFormers with pre-training for fMRI analysis of human brain

Xiangzhu Meng, Wei Wei, Q. Liu, Yu Wang, Min Li, Liang Wang

Pattern Recognition Letters

DOI

2023

Dual-focus transfer network for zero-shot learning

Zhen Jia, Zhang Zhang, C. Shan, Liang Wang, Tien-Ping Tan

Neurocomputing

DOI

2023

TiBGL: Template-induced Brain Graph Learning for Functional Neuroimaging Analysis

Xiangzhu Meng, Wei Wei, Q. Liu, Shu Wu, Liang Wang

arXiv.org

DOI

2023

A novel machine learning-based model predictive control framework for improving the energy efficiency of air-conditioning systems

Sihao Chen, Puxian Ding, Guang Zhou, Xiaoqing Zhou, Jing Li, Liang Wang, Huijun Wu, Chengliang Fan, Jiangbo Li

Energy and Buildings

DOI

2023

AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation

Yi-Fan Zhang, Xue Wang, Ke-Xin Jin, Kun Yuan, Zhang Zhang, Liang Wang, Rong Jin, Tien-Ping Tan

International Conference on Machine Learning

DOI

2023

An Improved Prototypical Network with L2 Prototype Correction for Few-shot Cross-domain Fault Diagnosis

Tang Tang, Jingwei Wang, Tian-Yuan Yang, Chuanhang Qiu, Jun Zhao, Ming Chen, Liang Wang

Measurement

DOI

2023

Collaborative Edge Service Placement for Maximizing QoS with Distributed Data Cleaning

Yuzhu Liang, Wenhua Wang, Xi Zheng, Qin Liu, Liang Wang, Tian Wang

International Workshop on Quality of Service

DOI

2023

EdgeMA: Model Adaptation System for Real-Time Video Analytics on Edge Devices

Liang Wang, Nan Zhang, Xiaoyang Qu, Jian-Zong Wang, Jiguang Wan, Guo-Kuan Li, Kaiyu Hu, Guilin Jiang, Jing Xiao

International Conference on Neural Information Processing

DOI

2023

OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling

Yifan Zhang, Qingsong Wen, Xue Wang, Weiqiu Chen, Liang Sun, Z. Zhang, Liang Wang, Rong Jin, Tien-Ping Tan

Neural Information Processing Systems

DOI

2022

基于红外序列图像的特定目标智能检测

孙晨红，杨笑天，王梁

《红外》

2022

Research summary of "Camellia oleifera fruit picking robot" technical analysis

Liang Wang, Yifeng Hou, Kuikui Wang, Chunming Wei

International Conference on Signal Processing and Communication Technology (SPCT)

DOI

2022

A Comprehensive Survey on Deep Gait Recognition: Algorithms, Datasets, and Challenges

Chuanfu Shen, Shiqi Yu, Jilong Wang, George Q. Huang, Liang Wang

IEEE Transactions on Biometrics Behavior and Identity Science

DOI

2022

Roadside units plane optimization scheme in software‐defined vehicular networks

Ming Mao, Peng Yi, Jianhui Zhang, Liang Wang, Yuan Gu, Guanying Zhang

Transactions on Emerging Telecommunications Technologies

DOI

2022

A Multimodal Off-Road Terrain Classification Benchmark for Extraterrestrial Traversability Analysis

Huang Huang, Yi Yang, Liang Tang, Zhang Zhang, Nailong Liu, Mou Li, Liang Wang

International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery

DOI

2022

Temporal Relation Extraction on Time Anchoring and Negative Denoising

Liang Wang, Pei-Feng Li, Qiao-Ming Zhu

Natural Language Processing and Chinese Computing

DOI

2022

Joint Super-Resolution and Inverse Tone-Mapping: A Feature Decomposition Aggregation Network and A New Benchmark

Gang Xu, Yuchen Yang, Jun Xu, Liang Wang, Xian-Tong Zhen, Ming-Ming Cheng

Neurocomputing

DOI

2022

MCMF: Multi-Constraints With Merging Features Bid Optimization in Online Display Advertising

Xiao Wang, Shaoguo Liu, Yidong Jia, Yuxin Fu, Yufang Yu, Liang Wang, Bo Zheng

arXiv.org

DOI

2022

Substation switching device identification method based on deep learning

Liang Wang, Qilong Kou, Qinggai Zeng, Zhonghao Ji, Leiyue Zhou, Shuai Zhou

2022 4th International Conference on Data-driven Optimization of Complex Systems (DOCS)

DOI

2022

Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation

Linjiang Huang, Liang Wang, Hongsheng Li

Computer Vision and Pattern Recognition

DOI

2022

Pose-Appearance Relational Modeling for Video Action Recognition

Meng Cui, Wei Wang, Kunbo Zhang, Zhe-Nan Sun, Liang Wang

IEEE Transactions on Image Processing

DOI

2022

Multi-Cause Learning for Diagnosis Prediction

Liping Wang, Q. Liu, Huanhuan Ma, Shu Wu, Liang Wang

International Conference on Data Mining and Big Data

DOI

2022

Study on the Identification of Mildew Disease of Cuttings at the Base of Mulberry Cuttings by Aeroponics Rapid Propagation Based on a BP Neural Network

Yinan Guo, Jian-Min Gao, M. Tunio, Liang Wang

Agronomy

DOI

2022

Towards Emotion-awareness in Programming Education with Behavior-based Emotion Estimation

Yuqian Zhuang, Liang Wang, Zhiwen Zheng, Hao Hu, Hai-Jun Wu, Xian-Ping Tao

Annual International Computer Software and Applications Conference

DOI

2021

增强型投影双胞支持向量机设计

郑世平，席文飞，王梁

《自动化仪表》

DOI

2018

Lateral Inhibition-Inspired Convolutional Neural Network for Visual Attention and Saliency Detection

Chun-Shui Cao, Yongzhen Huang, Zi-Lei Wang, Liang Wang, Ninglong Xu, T. Tan

AAAI Conference on Artificial Intelligence

DOI

2018

Hierarchical Memory Modelling for Video Captioning

Junbo Wang, Wei Wang, Yan Huang, Liang Wang, T. Tan

ACM Multimedia

DOI

2018

A Novel Image Steganography Method via Deep Convolutional Generative Adversarial Networks

Donghui Hu, Liang Wang, Wenjie Jiang, Shuli Zheng, Bin Li

IEEE Access

DOI

2018

Skeleton-Based Relational Modeling for Action Recognition

Lin Li, Wu Zheng, Zhaoxiang Zhang, Yan Huang, Liang Wang

arXiv.org

2018

Data Analytics Service Composition and Deployment on Edge Devices

Jianxin R. Zhao, Tudor Tiplea, R. Mortier, J. Crowcroft, Liang Wang

Big-DAMA@SIGCOMM

DOI

2018

Multi-core HTB for bandwidth sharing

Chengjun Jia, Zhe Fu, Xiaohe Hu, Shui Cao, Liang Wang, Jun Li

Symposium on Architectures for Networking and Communications Systems

DOI

2018

Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning

Chen-Yang Si, Ya Jing, Wei Wang, Liang Wang, T. Tan

European Conference on Computer Vision

DOI

2018

Peeking Behind the Curtains of Serverless Platforms

Liang Wang, Mengyuan Li, Yinqian Zhang, Thomas Ristenpart, M. Swift

USENIX Annual Technical Conference

2018

Beyond Joints: Learning Representations From Primitive Geometries for Skeleton-Based Action Recognition and Detection

Hongsong Wang, Liang Wang

IEEE Transactions on Image Processing

DOI

2018

Impact of Software Approximations on the Resiliency of a Video Summarization System

Radha Venkatagiri, Karthik Swaminathan, Chung-Ching Lin, Liang Wang, A. Buyuktosunoglu, P. Bose, S. Adve

Dependable Systems and Networks

DOI

2018

Pose-Based Two-Stream Relational Networks for Action Recognition in Videos

Wei Wang, Jinjin Zhang, Chen-Yang Si, Liang Wang

arXiv.org

2018

Optimizing Sponsored Search Ranking Strategy by Deep Reinforcement Learning

Li He, Liang Wang, Kaipeng Liu, Bo Wu, Wei-Nan Zhang

arXiv.org

2017

A Practical Framework of Conversion Rate Prediction for Online Display Advertising

Quan Lu, Shengjun Pan, Liang Wang, Junwei Pan, Fengdan Wan, Hong-Xia Yang

ADKDD@KDD

DOI

2017

Reinforcement learning-based algorithm for efficient and adaptive forwarding in named data networking

Bo Fu, Liang Qian, Yuting Zhu, Liang Wang

2017 IEEE/CIC International Conference on Communications in China (ICCC)

DOI

2017

Probabilistic Synchronous Parallel

Liang Wang, Benjamin W. A. Catterall, R. Mortier

arXiv.org

2017

A new signal processing algorithm for ultra-wideband radar life detection

Liang Wang, Yong Wang

2017 Progress In Electromagnetics Research Symposium - Spring (PIERS)

DOI

2017

User-centric Composable Services: A New Generation of Personal Data Analytics

Jianxin R. Zhao, R. Mortier, J. Crowcroft, Liang Wang

arXiv.org

2017

High energy proton and heavy ion induced single event transient in 65-nm CMOS technology

Jia-Qi Liu, Yuanfu Zhao, Liang Wang, Dan Wang, Hongchao Zheng, Maoxin Chen, Lei Shu, Tongde Li, Dongqiang Li, Wei Guo

Science China Information Sciences

DOI

2017

Towards Better Understanding of Bitcoin Unreachable Peers

Liang Wang, Ivan Pustogarov

arXiv.org

2017

GPU CUDA accelerated video inpainting using synthetic algorithms

Liang Wang, Gang Wu

2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)

DOI

2017

PreNet: Parallel Recurrent Neural Networks for Image Classification

Junbo Wang, Wei Wang, Liang Wang, T. Tan

Chinese Conference on Computer Vision

DOI

2017

Coverless Information Hiding Based on Robust Image Hashing

Shuli Zheng, Liang Wang, Baohong Ling, Donghui Hu

International Conference on Intelligent Computing

DOI

2017

Privacy-Preserving Personal Model Training

Sandra Servia-Rodríguez, Liang Wang, Jianxin R. Zhao, R. Mortier, H. Haddadi

International Conference on Internet-of-Things Design and Implementation

DOI

2017

Blockchain-Based Government Information Resource Sharing

Liang Wang, Wenyuan Liu, Xue Han

International Conference on Parallel and Distributed Systems

DOI

2017

Side-Channel Attacks on Shared Search Indexes

Liang Wang, Paul Grubbs, Jiahui Lu, Vincent Bindschaedler, David Cash, Thomas Ristenpart

IEEE Symposium on Security and Privacy

DOI

2017

Probabilistic object deputy model for uncertain data and lineage management

Liang Wang, Liwei Wang, Zhiyong Peng

Data & Knowledge Engineering

DOI

2017

Cross-modal subspace learning for fine-grained sketch-based image retrieval

Peng Xu, Qi-Yue Yin, Yongye Huang, Yi-Zhe Song, Zhanyu Ma, Liang Wang, T. Xiang, W. Kleijn, Jun Guo

Neurocomputing

DOI

2017

Efficient 3D Resource Management for Spectrum Aggregation in Cellular Networks

Wei-Jia Han, Chuan Huang, Jian-Dong Li, Xiao Ma, Liang Wang

IEEE Journal on Selected Areas in Communications

DOI

2017

Conditional High-Order Boltzmann Machines for Supervised Relation Learning

Yan Huang, Wei Wang, Liang Wang, T. Tan

IEEE Transactions on Image Processing

DOI

2017

Optimal Reserve Price for Online Ads Trading Based on Inventory Identification

Zhihui Xie, Kuang-chih Lee, Liang Wang

ADKDD@KDD

DOI

2017

Owl: A General-Purpose Numerical Library in OCaml

Liang Wang

arXiv.org

2017

Runtime task mapping for lifetime budgeting in many-core systems

Liang Wang, Xiaohang Wang, Ho-fung Leung, T. Mak

Forum on Specification and Design Languages

DOI

2017

Relevance and Coherence Based Image Caption

Zhang Tao, Wei Wang, Liang Wang, Qing-Hua Hu

Chinese Conference on Computer Vision

DOI

2017

Throughput Optimization for Lifetime Budgeting in Many-Core Systems

Liang Wang, Xiaohang Wang, Ho-fung Leung, T. Mak

ACM Great Lakes Symposium on VLSI

DOI

2017

Learning Shared and Specific Factors for Multi-modal Data

Qi-Yue Yin, Yan Huang, Shu Wu, Liang Wang

Chinese Conference on Computer Vision

DOI

2016

A sparse Bayesian learning based scheme for multi-movement recognition using sEMG

Shuai Ding, Liang Wang

Australasian physical & engineering sciences in medicine

DOI

2016

Delta-Generalization: High Accuracy Data Release for Privacy Preserving

Liang Wang, Weiping Wang, Jingzi Gu, Dan Meng

2016 IEEE Trustcom/BigDataSE/ISPA

DOI

2016

Information Theoretic Subspace Clustering

R. He, Liang Wang, Zhe-Nan Sun, Yingya Zhang, Bo Li

IEEE Transactions on Neural Networks and Learning Systems

DOI

2016

Resilience characterization of a vision analytics application under varying degrees of approximation

Radha Venkatagiri, Karthik Swaminathan, Chung-Ching Lin, Liang Wang, A. Buyuktosunoglu, P. Bose, S. Adve

IEEE International Symposium on Workload Characterization

DOI

2016

Special Issue on Individual and Group Activities in Video Event Analysis

Liang Wang, I. Patras, Jian Zhang, Greg Mori, L. Davis

Computer Vision and Image Understanding

DOI

2016

Lumos+: Rapid, pre-RTL design space exploration on accelerator-rich heterogeneous architectures with reconfigurable logic

Liang Wang, Kevin Skadron

ICCD

DOI

2016

What makes for good multiple object trackers?

Yuqi Zhang, Yongzhen Huang, Liang Wang

International Conference on Digital Signal Processing

DOI

2016

A convex relaxation optimization algorithm for multi-camera calibration with 1D objects

Liang Wang, Weiwei Wang, Chao Shen, Fuqing Duan

Neurocomputing

DOI

2016

SlideAcross: A Low-Latency Adaptive Router for Chip Multi-processor

Wen Zong, Liang Wang, Qiang Xu, Michael Opoku Agyemen

Euromicro Symposium on Digital Systems Design

DOI

2016

Energy Efficient Beamforming in MISO Heterogeneous Cellular Networks With Wireless Information and Power Transfer

Min Sheng, Liang Wang, Xi-Jun Wang, Yan Zhang, Chao Xu, Jian-Dong Li

IEEE Journal on Selected Areas in Communications

DOI

2016

Energy-Based Multi-plane Detection from 3D Point Clouds

Liang Wang, Chao Shen, Fuqing Duan, Ping Guo

International Conference on Neural Information Processing

DOI

2016

Adaptive Routing Algorithms for Lifetime Reliability Optimization in Network-on-Chip

Liang Wang, Xiaohang Wang, T. Mak

IEEE transactions on computers

DOI

2016

Improving Advertisement Recommendation by Enriching User Browser Cookie Attributes

Liang Wang, Kuang-chih Lee, Quan Lu

International Conference on Information and Knowledge Management

DOI

2016

Retrospective analysis of time series for frame selection in surveillance video summarization

Zhen Gao, Guoliang Lu, Peng Yan, Liang Wang

Signal, Image and Video Processing

DOI

2016

Microblog Sentiment Orientation Detection Using User Interactive Relationship

Liang Wang, Mei Wang, Xinying Guo, Xuebin Qin

Journal of Electrical and Computer Engineering

DOI

2016

Instance-Level Coupled Subspace Learning for Fine-Grained Sketch-Based Image Retrieval

Peng Xu, Qi-Yue Yin, Yonggang Qi, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Jun Guo

ECCV Workshops

DOI

2016

Energy-based automatic recognition of multiple spheres in three-dimensional point cloud

Liang Wang, Chao Shen, Fuqing Duan, K. Lu

Pattern Recognition Letters

DOI

2016

Secure Channel Injection and Anonymous Proofs of Account Ownership

Liang Wang, R. Pass, Abhi Shelat, Thomas Ristenpart

IACR Cryptology ePrint Archive

2016

Localize heavily occluded human faces via deep segmentation

Kai-Hao Zhang, Yongzhen Huang, R. He, Hong Wu, Liang Wang

International Conference on Information Photonics

DOI

2016

Research on survivability strategic of operating system

Tong Wang, Liang Wang

International Conference on Interaction Sciences

DOI

2016

Representation Learning of Temporal Dynamics for Skeleton-Based Action Recognition

Yong Du, Y. Fu, Liang Wang

IEEE Transactions on Image Processing

DOI

2016

Mobile-Edge Computing: Partial Computation Offloading Using Dynamic Voltage Scaling

Yan-Ting Wang, Min Sheng, Xi-Jun Wang, Liang Wang, Jian-Dong Li

IEEE Transactions on Communications

DOI

2016

Cross-modal subspace learning for sketch-based image retrieval: A comparative study

Peng Xu, Ke Li, Zhanyu Ma, Yi-Zhe Song, Liang Wang, Jun Guo

IEEE International Conference on Network Infrastructure and Digital Content

DOI

2015

NDSL: Node Density-Based Subregional Localization in Large Scale Anisotropy Wireless Sensor Networks

Zhan-Yong Tang, Jie Zhang, Liang Wang, Jinzhi Han, Ding-Yi Fang, Anwen Wang

Int. J. Distributed Sens. Networks

DOI

2015

Seeing through Network-Protocol Obfuscation

Liang Wang, Kevin P. Dyer, A. Akella, Thomas Ristenpart, Thomas Shrimpton

Conference on Computer and Communications Security

DOI

2015

Power-efficient embedded processing with resilience and real-time constraints

Liang Wang, A. Vega, A. Buyuktosunoglu, P. Bose, Kevin Skadron

International Symposium on Low Power Electronics and Design

DOI

2015

A real-time curb detection and tracking method for UGVs by using a 3D-LIDAR sensor

Yihuan Zhang, Jun Wang, Xiaonian Wang, Chaocheng Li, Liang Wang

International Conference on Computability and Complexity in Analysis

DOI

2015

Skeleton based action recognition with convolutional neural network

Yong Du, Y. Fu, Liang Wang

Asian Conference on Pattern Recognition

DOI

2015

Resource Optimization Strategy in Optical Grid Supporting Multi-channel Transmission

Huimin Gao, Yongzhou Wang, Liang Wang, Guo-Min Wang

International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery

DOI

2015

Mean Energy Efficiency Maximization in Cognitive Radio Channels With PU Outage Constraint

Liang Wang, Min Sheng, Xi-Jun Wang, Yan Zhang, Xiao Ma

IEEE Communications Letters

DOI

2014

多图像融合的连续腹腔影像图像分割

方艳红，王梁，吴斌

《电子技术应用》

2014

不确定关系数据属性级溯源表示与概率计算

王梁，周光焱，王黎维，彭智勇

《软件学报》

2013

生物实验信息管理系统

王黎维，付祖发，刘东明，王梁，李佳瑾，彭智勇

《计算机研究与发展》

2009

基于EZ-USB的便携式心电仪的设计

刘万杰，王梁，鲁鸿博

《计算》

2008

3G网络中软交换关键技术的研究与分析

迟宗涛，王梁

《电子技术》

会议论文

2022

An improved YOLO V5-based algorithm of safety helmet wearing detection

Licheng Sun, Liang Wang

《第34届中国控制与决策会议论文集（9）》

DOI

预印本

2026

Understanding LLM Evaluator Behavior: A Structured Multi-Evaluator Framework for Merchant Risk Assessment

Liang Wang, Junpeng Wang, Chin-chia Michael Yeh, Yan Zheng, Jiarui Sun, Xiran Fan, Xin Dai, Yujie Fan, Yiwei Cai

arXiv preprint

2026

CURP: Codebook-based Continuous User Representation for Personalized Generation with LLMs

Liang Wang, Xinyi Mou, Xiaoyou Liu, Xuanjing Huang, Zhongyu Wei

arXiv preprint

2026

Arko-T: A Foundation Model for Text-to-Structured 3D Generation

Liang Wang, Zhaoyang Xi, Zekai Xiang, Heng Meng, Qishan Zhang, Pingyi Zhou, Jin Liu, Litao Chen

arXiv preprint

2026

Socio-Foundation: A Model for Generalizable Individual Behavior Simulation via Hierarchical Capability Distillation

Liang Wang, Wenxuan Xie, Xinyi Mou, Yixin Luo, Zhongyu Wei

arXiv preprint

2026

Reading the Cell, Designing the Cure: Perturbation-Conditioned Molecular Diffusion for Function-Oriented Drug Design

Ziyu Xu, Zijian Zhang, Liang Wang, Zhiyuan Liu, Qiang Liu, Shu Wu, Liang Wang

arXiv preprint

2026

Text2CAD-Bench: A Benchmark for LLM-based Text-to-Parametric CAD Generation

Liang Wang, Heng Meng, Zekai Xiang, Jin Liu, Pingyi Zhou, Litao Chen, Yongqiang Tang

arXiv preprint

2026

PPOM: Marginalizing Patch-Grid Phase for CLIP-Based Generalizable Vision-Language Prompt Tuning

Liang Wang, Haoyang Li, Chao Wang, Guodong Long, Jing Jiang, Yan Peng

arXiv preprint

2026

Beyond Isolated Behaviors: Hierarchical User Modeling for LLM Personalization

Liang Wang, Xinyi Mou, Xiaoyou Liu, Tiannan Wang, Yuqing Wang, Zhongyu Wei

arXiv preprint

2026

Multimodal Adaptive Retrieval Augmented Generation through Internal Representation Learning

Ruoshuang Du, Xin Sun, Qiang Liu, Bowen Song, Zhongqi Chen, Weiqiang Wang, Liang Wang

arXiv preprint

2026

Beyond Closed-Pool Video Retrieval: A Benchmark and Agent Framework for Real-World Video Search and Moment Localization

Tao Yu, Yujia Yang, Haopeng Jin, Junhao Gong, Xinlong Chen, Yuxuan Zhou, Shanbin Zhang, Jiabing Yang, Xinming Wang, Hongzhu Yi, Ping Nie, Kai Zou, Zhang Zhang, Yan Huang, Liang Wang, Yeshani, Ruiwen Tao, Jin Ma, Haijin Liang, Jinwen Luo

arXiv preprint

2026

PaperX: A Unified Framework for Multimodal Academic Presentation Generation with Scholar DAG

Tao Yu, Minghui Zhang, Zhiqing Cui, Hao Wang, Zhongtian Luo, Shenghua Chai, Junhao Gong, Yuzhao Peng, Yuxuan Zhou, Yujia Yang, Zhenghao Zhang, Haopeng Jin, Xinming Wang, Yufei Xiong, Jiabing Yang, Jiahao Yuan, Hanqing Wang, Hongzhu Yi, Yan Huang, Liang Wang

arXiv preprint

2026

What Should I Cite? A RAG Benchmark for Academic Citation Prediction

Leqi Zheng, Jiajun Zhang, Canzhi Chen, Chaokun Wang, Hongwei Li, Yuying Li, Yaoxin Mao, Shannan Yan, Zixin Song, Zhiyuan Feng, Zhaolu Kang, Zirong Chen, Hang Zhang, Qiang Liu, Liang Wang, Ziyang Liu

arXiv preprint

DOI

2026

Efficient Retrieval Scaling with Hierarchical Indexing for Large Scale Recommendation

Dongqi Fu, Kaushik Rangadurai, Haiyu Lu, Yunchen Pu, Siyang Yuan, Minhui Huang, Yiqun Liu, Golnaz Ghasemiesfeh, Xingfeng He, Fangzhou Xu, Andrew Cui, Vidhoon Viswanathan, Lin Yang, Liang Wang, Jiyan Yang, Chonglin Sun

arXiv preprint

2026

SyncPlan: Long-Horizon LLM Coordination with Explicit Synchronization and Adaptive Correction

Shen You, Xiaoming Zhu, Weining Weng, Hefei Mei, Weixuan Wang, Zhongshen Li, Zeji LI, Ye-Wen Wang, Zijun Liao, Juchao Zhuo, Yang Wei, Fuhao Qiu, Siqin Li, Zhenjie Lian, Danei Gong, Junkai Ji, Xiangtao Li, Qiuzhen Lin, Liang Wang, Ka-Chun Wong

arXiv preprint

2025

Diffusion Models for Molecules: A Survey of Methods and Tasks

Liang Wang, Chao Song, Zhiyuan Liu, Yu Rong, Qiang Liu, Shu Wu, Liang Wang

arXiv preprint

2025

MolSpectra: Pre-training 3D Molecular Representation with Multi-modal Energy Spectra

Liang Wang, Shaozhen Liu, Yu Rong, Deli Zhao, Qiang Liu, Shu Wu, Liang Wang

arXiv preprint

2025

DiffSpectra: Molecular Structure Elucidation from Spectra using Diffusion Models

Liang Wang, Yu Rong, Tingyang Xu, Zhenyi Zhong, Zhiyuan Liu, Pengju Wang, Deli Zhao, Qiang Liu, Shu Wu, Liang Wang, Yang Zhang

arXiv preprint

2025

Find Central Dogma Again: Leveraging Multilingual Transfer in Large Language Models

Wang Liang

arXiv preprint

2025

Materials Generation in the Era of Artificial Intelligence: A Comprehensive Survey

Zhixun Li, Bin Cao, Rui Jiao, Liang Wang, Ding Wang, Yang Liu, Dingshuo Chen, Jia Li, Qiang Liu, Yu Rong, Liang Wang, Tong-yi Zhang, Jeffrey Xu Yu

arXiv preprint

2025

A Survey of Graph Transformers: Architectures, Theories and Applications

Chaohao Yuan, Kangfei Zhao, Ercan Engin Kuruoglu, Liang Wang, Tingyang Xu, Wenbing Huang, Deli Zhao, Hong Cheng, Yu Rong

arXiv preprint

DOI

2025

AgriDoctor: A Multimodal Intelligent Assistant for Agriculture

Mingqing Zhang, Zhuoning Xu, Peijie Wang, Rongji Li, Liang Wang, Qiang Liu, Jian Xu, Xuyao Zhang, Shu Wu, Liang Wang

arXiv preprint

2025

Conformal Uncertainty Indicator for Continual Test-Time Adaptation

Fan Lyu, Hanyu Zhao, Ziqi Shi, Ye Liu, Fuyuan Hu, Zhang Zhang, Liang Wang

arXiv preprint

2025

Reinforcing General Reasoning without Verifiers

Xiangxin Zhou, Zichen Liu, Anya Sims, Haonan Wang, Tianyu Pang, Chongxuan Li, Liang Wang, Min Lin, Chao Du

arXiv preprint

2025

UltraSTF: Ultra-Compact Model for Large-Scale Spatio-Temporal Forecasting

Chin-Chia Michael Yeh, Xiran Fan, Zhimeng Jiang, Yujie Fan, Huiyuan Chen, Uday Singh Saini, Vivian Lai, Xin Dai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Yan Zheng

arXiv preprint

2025

REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing

Haitian Zhong, Yuhuan Liu, Ziyang Xu, Guofan Liu, Qiang Liu, Shu Wu, Zhe Zhao, Liang Wang, Tieniu Tan

arXiv preprint

2025

Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG

Xin Sun, Jianan Xie, Zhongqi Chen, Qiang Liu, Shu Wu, Yuehe Chen, Bowen Song, Weiqiang Wang, Zilei Wang, Liang Wang

arXiv preprint

2025

Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes

Huanyu Zhang, Chengzu Li, Wenshan Wu, Shaoguang Mao, Yifan Zhang, Haochen Tian, Ivan Vulić, Zhang Zhang, Liang Wang, Tieniu Tan, Furu Wei

arXiv preprint

2025

WildLong: Synthesizing Realistic Long-Context Instruction Data at Scale

Jiaxi Li, Xingxing Zhang, Xun Wang, Xiaolong Huang, Li Dong, Liang Wang, Si-Qing Chen, Wei Lu, Furu Wei

arXiv preprint

2025

FineQ: Software-Hardware Co-Design for Low-Bit Fine-Grained Mixed-Precision Quantization of LLMs

Xilong Xie, Liang Wang, Limin Xiao, Meng Han, Lin Sun, Shuai Zheng, Xiangrong Xu

arXiv preprint

2025

Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing

Junfei Wu, Jian Guan, Kaituo Feng, Qiang Liu, Shu Wu, Liang Wang, Wei Wu, Tieniu Tan

arXiv preprint

2025

EchoTrail-GUI: Building Actionable Memory for GUI Agents via Critic-Guided Self-Exploration

Runze Li, Yuwen Zhai, Bo Xu, LiWu Xu, Nian Shi, Wei Zhang, Ran Lin, Liang Wang

arXiv preprint

2024

Rethinking Graph Masked Autoencoders through Alignment and Uniformity

Liang Wang, Xiang Tao, Qiang Liu, Shu Wu, Liang Wang

arXiv preprint

2024

Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction

Liang Wang, Qiang Liu, Shaozhen Liu, Xin Sun, Shu Wu, Liang Wang

arXiv preprint

2024

Bi-Level Graph Structure Learning for Next POI Recommendation

Liang Wang, Shu Wu, Qiang Liu, Yanqiao Zhu, Xiang Tao, Mengdi Zhang, Liang Wang

arXiv preprint

DOI

2024

Semantic Evolvement Enhanced Graph Autoencoder for Rumor Detection

Xiang Tao, Liang Wang, Qiang Liu, Shu Wu, Liang Wang

arXiv preprint

2024

DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization

Xin Sun, Liang Wang, Qiang Liu, Shu Wu, Zilei Wang, Liang Wang

arXiv preprint

2024

GOT4Rec: Graph of Thoughts for Sequential Recommendation

Zewen Long, Liang Wang, Shu Wu, Qiang Liu, Liang Wang

arXiv preprint

2024

Bridging Text and Molecule: A Survey on Multimodal Frameworks for Molecule

Yi Xiao, Xiangxin Zhou, Qiang Liu, Liang Wang

arXiv preprint

2024

Can Large Language Models Detect Rumors on Social Media?

Qiang Liu, Xiang Tao, Junfei Wu, Shu Wu, Liang Wang

arXiv preprint

2024

Has Your Pretrained Model Improved? A Multi-head Posterior Based Approach

Prince Aboagye, Yan Zheng, Junpeng Wang, Uday Singh Saini, Xin Dai, Michael Yeh, Yujie Fan, Zhongfang Zhuang, Shubham Jain, Liang Wang, Wei Zhang

arXiv preprint

2024

Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables

Haisong Gong, Weizhi Xu, Shu wu, Qiang Liu, Liang Wang

arXiv preprint

2024

Overcoming Domain Drift in Online Continual Learning

Fan Lyu, Daofeng Liu, Linglan Zhao, Zhang Zhang, Fanhua Shang, Fuyuan Hu, Wei Feng, Liang Wang

arXiv preprint

2024

Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process

Xiangxin Zhou, Liang Wang, Yichi Zhou

arXiv preprint

2024

A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining

Audrey Der, Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen, Yan Zheng, Yujie Fan, Zhongfang Zhuang, Vivian Lai, Junpeng Wang, Liang Wang, Wei Zhang, Eamonn Keogh

arXiv preprint

2024

LogoRA: Local-Global Representation Alignment for Robust Time Series Classification

Huanyu Zhang, Yi-Fan Zhang, Zhang Zhang, Qingsong Wen, Liang Wang

arXiv preprint

2024

From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents

Xinyi Mou, Xuanwen Ding, Qi He, Liang Wang, Jingcong Liang, Xinnong Zhang, Libo Sun, Jiayu Lin, Jie Zhou, Xuanjing Huang, Zhongyu Wei

arXiv preprint

2024

DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization

Xiangxin Zhou, Xiwei Cheng, Yuwei Yang, Yu Bao, Liang Wang, Quanquan Gu

arXiv preprint

2024

Elastic Multi-Gradient Descent for Parallel Continual Learning

Fan Lyu, Wei Feng, Yuepan Li, Qing Sun, Fanhua Shang, Liang Wan, Liang Wang

arXiv preprint

2024

PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies

Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh

arXiv preprint

2024

Jetsons at FinNLP 2024: Towards Understanding the ESG Impact of a News Article using Transformer-based Models

Parag Pravin Dakle, Alolika Gon, Sihan Zha, Liang Wang, SaiKrishna Rallabandi, Preethi Raghavan

arXiv preprint

2024

Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models

Yi-Fan Zhang, Qingsong Wen, Chaoyou Fu, Xue Wang, Zhang Zhang, Liang Wang, Rong Jin

arXiv preprint

2024

Less is More: Pseudo-Label Filtering for Continual Test-Time Adaptation

Jiayao Tan, Fan Lyu, Chenggong Ni, Tingliang Feng, Fuyuan Hu, Zhang Zhang, Shaochuang Zhao, Liang Wang

arXiv preprint

2024

Stealthy Attack on Large Language Model based Recommendation

Jinghao Zhang, Yuting Liu, Qiang Liu, Shu Wu, Guibing Guo, Liang Wang

arXiv preprint

2024

Preserving Individuality while Following the Crowd: Understanding the Role of User Taste and Crowd Wisdom in Online Product Rating Prediction

Liang Wang, Shubham Jain, Yingtong Dou, Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Prince Aboagye, Yan Zheng, Xin Dai, Zhongfang Zhuang, Uday Singh Saini, Wei Zhang

arXiv preprint

2024

Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing

Mengqi Zhang, Bowen Fang, Qiang Liu, Pengjie Ren, Shu Wu, Zhumin Chen, Liang Wang

arXiv preprint

2024

Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization

Xiangxin Zhou, Dongyu Xue, Ruizhe Chen, Zaixiang Zheng, Liang Wang, Quanquan Gu

arXiv preprint

2024

Beyond Filtering: Adaptive Image-Text Quality Enhancement for MLLM Pretraining

Han Huang, Yuqi Huo, Zijia Zhao, Haoyu Lu, Shu Wu, Bingning Wang, Qiang Liu, Weipeng Chen, Liang Wang

arXiv preprint

2024

Breaking Event Rumor Detection via Stance-Separated Multi-Agent Debate

Mingqing Zhang, Haisong Gong, Qiang Liu, Shu Wu, Liang Wang

arXiv preprint

2024

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Chaoyou Fu, Yi-Fan Zhang, Shukang Yin, Bo Li, Xinyu Fang, Sirui Zhao, Haodong Duan, Xing Sun, Ziwei Liu, Liang Wang, Caifeng Shan, Ran He

arXiv preprint

2023

GSLB: The Graph Structure Learning Benchmark

Zhixun Li, Liang Wang, Xin Sun, Yifan Luo, Yanqiao Zhu, Dingshuo Chen, Yingtao Luo, Xiangxin Zhou, Qiang Liu, Shu Wu, Liang Wang, Jeffrey Xu Yu

arXiv preprint

2023

EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification

Huanhuan Ma, Weizhi Xu, Yifan Wei, Liuji Chen, Liang Wang, Qiang Liu, Shu Wu, Liang Wang

arXiv preprint

2023

Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learning

Haozhe Wang, Chao Du, Panyan Fang, Li He, Liang Wang, Bo Zheng

arXiv preprint

DOI

2023

Hierarchical Transformer for Scalable Graph Learning

Wenhao Zhu, Tianyu Wen, Guojie Song, Xiaojun Ma, Liang Wang

arXiv preprint

2023

Ego-Network Transformer for Subsequence Classification in Time Series Data

Chin-Chia Michael Yeh, Huiyuan Chen, Yujie Fan, Xin Dai, Yan Zheng, Vivian Lai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn Keogh

arXiv preprint

2023

Multitask Learning for Time Series Data with 2D Convolution

Chin-Chia Michael Yeh, Xin Dai, Yan Zheng, Junpeng Wang, Huiyuan Chen, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang

arXiv preprint

2023

Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning

Yiran Li, Junpeng Wang, Prince Aboagye, Michael Yeh, Yan Zheng, Liang Wang, Wei Zhang, Kwan-Liu Ma

arXiv preprint

2023

How Does Attention Work in Vision Transformers? A Visual Analytics Attempt

Yiran Li, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Wei Zhang, Kwan-Liu Ma

arXiv preprint

2023

Semantic Prompt for Few-Shot Image Recognition

Wentao Chen, Chenyang Si, Zhang Zhang, Liang Wang, Zilei Wang, Tieniu Tan

arXiv preprint

2023

FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data

Dongyu Zhang, Liang Wang, Xin Dai, Shubham Jain, Junpeng Wang, Yujie Fan, Chin-Chia Michael Yeh, Yan Zheng, Zhongfang Zhuang, Wei Zhang

arXiv preprint

DOI

2023

Gradient Coordination for Quantifying and Maximizing Knowledge Transference in Multi-Task Learning

Xuanhua Yang, Jianxin Zhao, Shaoguo Liu, Liang Wang, Bo Zheng

arXiv preprint

2023

Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights

Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Yujie Fan, Vivian Lai, Junpeng Wang, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang

arXiv preprint

2022

RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring

Qiang Liu, Yingtao Luo, Shu Wu, Zhen Zhang, Xiangnan Yue, Hong Jin, Liang Wang

arXiv preprint

2022

Modeling Adaptive Fine-grained Task Relatedness for Joint CTR-CVR Estimation

Zihan Lin, Xuanhua Yang, Xiaoyu Peng, Wayne Xin Zhao, Shaoguo Liu, Liang Wang, Bo Zheng

arXiv preprint

2022

AdaSparse: Learning Adaptively Sparse Structures for Multi-Domain Click-Through Rate Prediction

Xuanhua Yang, Xiaoyu Peng, Penghui Wei, Shaoguo Liu, Liang Wang, Bo Zheng

arXiv preprint

2022

Posterior Probability Matters: Doubly-Adaptive Calibration for Neural Predictions in Online Advertising

Penghui Wei, Weimin Zhang, Ruijie Hou, Jinquan Liu, Shaoguo Liu, Liang Wang, Bo Zheng

arXiv preprint

2022

Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series

Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn Keogh

arXiv preprint

2022

Distributed Deep Reinforcement Learning: A Survey and A Multi-Player Multi-Agent Learning Toolbox

Qiyue Yin, Tongtong Yu, Shengqi Shen, Jun Yang, Meijing Zhao, Kaiqi Huang, Bin Liang, Liang Wang

arXiv preprint

DOI

2022

Human Image Generation: A Comprehensive Survey

Zhen Jia, Zhang Zhang, Liang Wang, Tieniu Tan

arXiv preprint

DOI

2021

Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks

Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang

arXiv preprint

DOI

2021

ROD: Reception-aware Online Distillation for Sparse Graphs

Wentao Zhang, Yuezihan Jiang, Yang Li, Zeang Sheng, Yu Shen, Xupeng Miao, Liang Wang, Zhi Yang, Bin Cui

arXiv preprint

DOI

2021

Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules

Wen Zhang, Shumin Deng, Mingyang Chen, Liang Wang, Qiang Chen, Feiyu Xiong, Xiangwen Liu, Huajun Chen

arXiv preprint

2020

Merchant Category Identification Using Credit Card Transactions

Chin-Chia Michael Yeh, Zhongfang Zhuang, Yan Zheng, Liang Wang, Junpeng Wang, Wei Zhang

arXiv preprint

2020

Multi-future Merchant Transaction Prediction

Chin-Chia Michael Yeh, Zhongfang Zhuang, Wei Zhang, Liang Wang

arXiv preprint

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