Guide focused crawler efficiently and effectively using on-line topical importance estimation. - Ziyu Guan; Can Wang 001; Chun Chen 001; Jiajun Bu; Junfeng Wang (SIGIR, 2008)

Can we learn a template-independent wrapper for news article extraction from a single training site? - Junfeng Wang; Chun Chen 001; Can Wang 001; Jian Pei 001; Jiajun Bu; Ziyu Guan; Wei Vivian Zhang (KDD, 2009)

Learning to Extract Web News Title in Template Independent Way. - Can Wang 001; Junfeng Wang; Chun Chen 001; Li Lin; Ziyu Guan; Junyan Zhu; Cheng Zhang; Jiajun Bu (RSKT, 2009)

Personalized tag recommendation using graph-based ranking on multi-type interrelated objects. - Ziyu Guan; Jiajun Bu; Qiaozhu Mei; Chun Chen 001; Can Wang 001 (SIGIR, 2009)

News article extraction with template-independent wrapper. - Junfeng Wang; Xiaofei He 001; Can Wang 001; Jian Pei 001; Jiajun Bu; Chun Chen 001; Ziyu Guan; Gang Lu (WWW, 2009)

Learning a user-thread alignment manifold for thread recommendation in online forum. - Jun Zhao 009; Jiajun Bu; Chun Chen 001; Ziyu Guan; Can Wang 001; Cheng Zhang (CIKM, 2010)

Document recommendation in social tagging services. - Ziyu Guan; Can Wang 001; Jiajun Bu; Chun Chen 001; Kun Yang; Deng Cai 001; Xiaofei He 001 (WWW, 2010)

Efficient face recognition using tensor subspace regression. - Ziyu Guan; Can Wang 001; Zhengguang Chen; Jiajun Bu; Chun Chen 001 (Neurocomputing, 2010)

Assessing and ranking structural correlations in graphs. - Ziyu Guan; Jian Wu 001; Qing Zhang; Ambuj K. Singh; Xifeng Yan (SIGMOD Conference, 2011)

Neighborhood based fast graph search in large networks. - Arijit Khan 001; Nan Li; Xifeng Yan; Ziyu Guan; Supriyo Chakraborty; Shu Tao (SIGMOD Conference, 2011)

Image representation using Laplacian regularized nonnegative tensor factorization. - Can Wang 001; Xiaofei He 001; Jiajun Bu; Zhengguang Chen; Chun Chen 001; Ziyu Guan (Pattern Recognit., 2011)

Unified hypergraph for image ranking in a multimodal context. - Jiejun Xu; Vishwakarma Singh; Ziyu Guan; B. S. Manjunath (ICASSP, 2012)

Latent association analysis of document pairs. - Gengxin Miao; Ziyu Guan; Louise E. Moser; Xifeng Yan; Shu Tao; Nikos Anerousis; Jimeng Sun 001 (KDD, 2012)

Measuring Two-Event Structural Correlations on Graphs. - Ziyu Guan; Xifeng Yan; Lance M. Kaplan (Proc. VLDB Endow., 2012)

gIceberg: Towards iceberg analysis in large graphs. - Nan Li; Ziyu Guan; Lijie Ren; Jian Wu 001; Jiawei Han 001; Xifeng Yan (ICDE, 2013)

Minimizing Eccentricity in Composite Networks via Constrained Edge Additions. - Senni Perumal; Prithwish Basu; Ziyu Guan (MILCOM, 2013)

The co-attention model for tiny activity analysis. - Longfei Zhang; Ziyu Guan; Alexander G. Hauptmann (Neurocomputing, 2013)

Manifold Ranking using Hessian Energy. - Ziyu Guan; Jinye Peng; Shulong Tan (Int. J. Softw. Informatics, 2013)

Co-Occurrence-Based Diffusion for Expert Search on the Web. - Ziyu Guan; Gengxin Miao; Russell McLoughlin; Xifeng Yan; Deng Cai 001 (IEEE Trans. Knowl. Data Eng., 2013)

Static and Dynamic Structural Correlations in Graphs. - Jian Wu 001; Ziyu Guan; Qing Zhang; Ambuj K. Singh; Xifeng Yan (IEEE Trans. Knowl. Data Eng., 2013)

Mapping Users across Networks by Manifold Alignment on Hypergraph. - Shulong Tan; Ziyu Guan; Deng Cai 001; Xuzhen Qin; Jiajun Bu; Chun Chen 001 (AAAI, 2014)

Interpreting the Public Sentiment Variations on Twitter. - Shulong Tan; Yang Li 150; Huan Sun 001; Ziyu Guan; Xifeng Yan; Jiajun Bu; Chun Chen 001; Xiaofei He 001 (IEEE Trans. Knowl. Data Eng., 2014)

Multi-view Semantic Learning for Data Representation. - Peng Luo 007; Jinye Peng; Ziyu Guan; Jianping Fan 001 (ECML/PKDD (1), 2015)

Ranking on heterogeneous manifolds for tag recommendation in social tagging services. - Wei Zhao 019; Ziyu Guan; Zheng Liu 015 (Neurocomputing, 2015)

Fine-Grained Knowledge Sharing in Collaborative Environments. - Ziyu Guan; Shengqi Yang; Huan Sun 001; Mudhakar Srivatsa; Xifeng Yan (IEEE Trans. Knowl. Data Eng., 2015)

Multi-View Concept Learning for Data Representation. - Ziyu Guan; Lijun Zhang 005; Jinye Peng; Jianping Fan 001 (IEEE Trans. Knowl. Data Eng., 2015)

Hybrid Manifold Regularized Non-negative Matrix Factorization for Data Representation. - Peng Luo 007; Jinye Peng; Ziyu Guan; Jianping Fan 001 (CCBR, 2016)

Weakly-Supervised Deep Learning for Customer Review Sentiment Classification. - Ziyu Guan; Long Chen 007; Wei Zhao 019; Yi Zheng; Shulong Tan; Deng Cai 001 (IJCAI, 2016)

The Million Domain Challenge: Broadcast Email Prioritization by Cross-domain Recommendation. - Beidou Wang; Martin Ester; Yikang Liao; Jiajun Bu; Yu Zhu 007; Ziyu Guan; Deng Cai 001 (KDD, 2016)

Which to View: Personalized Prioritization for Broadcast Emails. - Beidou Wang; Martin Ester; Jiajun Bu; Yu Zhu 007; Ziyu Guan; Deng Cai 001 (WWW, 2016)

Orthogonal Projective Sparse Coding for image representation. - Wei Zhao 019; Zheng Liu 015; Ziyu Guan; Binbin Lin; Deng Cai 001 (Neurocomputing, 2016)

Heterogeneous hypergraph embedding for document recommendation. - Yu Zhu 007; Ziyu Guan; Shulong Tan; Haifeng Liu 001; Deng Cai 001; Xiaofei He 001 (Neurocomputing, 2016)

An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective. - Jie Zhao 013; Yu Su 001; Ziyu Guan; Huan Sun 001 (EMNLP, 2017)

Deep Multiple Instance Hashing for Object-based Image Retrieval. - Wanqing Zhao; Ziyu Guan; Hangzai Luo; Jinye Peng; Jianping Fan 001 (IJCAI, 2017)

What to Do Next: Modeling User Behaviors by Time-LSTM. - Yu Zhu 007; Hao Li 009; Yikang Liao; Beidou Wang; Ziyu Guan; Haifeng Liu 001; Deng Cai 001 (IJCAI, 2017)

Efficient Destination Prediction Based on Route Choices with Transition Matrix Optimization. - Heli Sun; Zhou Yang 004; Jianbin Huang; Xiaolin Jia; Ziyu Guan; Zhongmeng Zhao (CoRR, 2017)

Substructure Assembling Network for Graph Classification. - Xiaohan Zhao; Bo Zong; Ziyu Guan; Kai Zhang; Wei Zhao 019 (AAAI, 2018)

Device-Aware Rule Recommendation for the Internet of Things. - Beidou Wang; Xin Guo 006; Martin Ester; Ziyu Guan; Bandeep Singh; Yu Zhu 007; Jiajun Bu; Deng Cai 001 (CIKM, 2018)

Tag-based Weakly-supervised Hashing for Image Retrieval. - Ziyu Guan; Fei Xie 007; Wanqing Zhao; Xiaopeng Wang; Long Chen 007; Wei Zhao 019; Jinye Peng (IJCAI, 2018)

Deep Multi-View Concept Learning. - Cai Xu; Ziyu Guan; Wei Zhao 019; Yunfei Niu; Quan Wang 006; Zhiheng Wang 001 (IJCAI, 2018)

Evaluating Brush Movements for Chinese Calligraphy: A Computer Vision Based Approach. - Pengfei Xu 003; Lei Wang; Ziyu Guan; Xia Zheng; Xiaojiang Chen; Zhanyong Tang; Dingyi Fang; Xiaoqing Gong; Zheng Wang 001 (IJCAI, 2018)

A Brand-level Ranking System with the Customized Attention-GRU Model. - Yu Zhu 007; Junxiong Zhu; Jie Hou; Yongliang Li; Beidou Wang; Ziyu Guan; Deng Cai 001 (IJCAI, 2018)

Deep Reinforcement Learning for Sponsored Search Real-time Bidding. - Jun Zhao 009; Guang Qiu; Ziyu Guan; Wei Zhao 019; Xiaofei He 001 (KDD, 2018)

Addressing the Item Cold-start Problem by Attribute-driven Active Learning. - Yu Zhu 007; Jinhao Lin; Shibi He; Beidou Wang; Ziyu Guan; Haifeng Liu 001; Deng Cai 001 (CoRR, 2018)

Dual regularized multi-view non-negative matrix factorization for clustering. - Peng Luo 007; Jinye Peng; Ziyu Guan; Jianping Fan 001 (Neurocomputing, 2018)

Weakly-Supervised Deep Embedding for Product Review Sentiment Analysis. - Wei Zhao 019; Ziyu Guan; Long Chen 007; Xiaofei He 001; Deng Cai 001; Beidou Wang; Quan Wang 006 (IEEE Trans. Knowl. Data Eng., 2018)

Learning to Map Social Network Users by Unified Manifold Alignment on Hypergraph. - Wei Zhao 019; Shulong Tan; Ziyu Guan; Boxuan Zhang 002; Maoguo Gong; Zhengwen Cao; Quan Wang 006 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Answer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks. - Long Chen 007; Ziyu Guan; Wei Zhao 019; Wanqing Zhao; Xiaopeng Wang; Zhou Zhao 001; Huan Sun 001 (AAAI, 2019)

Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU. - Yu Zhu 007; Yu Gong; Qingwen Liu 002; Yingcai Ma; Wenwu Ou; Junxiong Zhu; Beidou Wang; Ziyu Guan; Deng Cai 001 (CIKM, 2019)

Adversarial Graph Attention Network for Multi-modal Cross-Modal Retrieval. - Hongchang Wu; Ziyu Guan; Tao Zhi; Wei Zhao 019; Cai Xu; Hong Han 001; Yaming Yang 002 (ICBK, 2019)

Adversarial Incomplete Multi-view Clustering. - Cai Xu; Ziyu Guan; Wei Zhao 019; Hongchang Wu; Yunfei Niu; Beilei Ling (IJCAI, 2019)

IntentGC: A Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. - Jun Zhao 009; Zhou Zhou; Ziyu Guan; Wei Zhao 019; Wei Ning; Guang Qiu; Xiaofei He 001 (KDD, 2019)

Exact-K Recommendation via Maximal Clique Optimization. - Yu Gong; Yu Zhu 007; Lu Duan; Qingwen Liu 002; Ziyu Guan; Fei Sun 001; Wenwu Ou; Kenny Q. Zhu (KDD, 2019)

Riker: Mining Rich Keyword Representations for Interpretable Product Question Answering. - Jie Zhao 013; Ziyu Guan; Huan Sun 001 (KDD, 2019)

Personalized Attraction Enhanced Sponsored Search with Multi-task Learning. - Wei Zhao 019; Boxuan Zhang 002; Beidou Wang; Ziyu Guan; Wanxian Guan; Guang Qiu; Wei Ning; Jiming Chen 001; Hongmin Liu 001 (KDD, 2019)

Graph-regularized multi-view semantic subspace learning. - Jinye Peng; Peng Luo 007; Ziyu Guan; Jianping Fan 001 (Int. J. Mach. Learn. Cybern., 2019)

Question-Driven Purchasing Propensity Analysis for Recommendation. - Long Chen 007; Ziyu Guan; Qibin Xu; Qiong Zhang; Huan Sun 001; Guangyue Lu; Deng Cai 001 (AAAI, 2020)

Learning Deep Network for Detecting 3D Object Keypoints and 6D Poses. - Wanqing Zhao; Shaobo Zhang 006; Ziyu Guan; Wei Zhao 019; Jinye Peng; Jianping Fan 001 (CVPR, 2020)

Automatic evaluation of facial nerve paralysis by dual-path LSTM with deep differentiated network. - Pengfei Xu 003; Fei Xie 007; Tongsheng Su; Zhaoxing Wan; Zhaoyong Zhou; Xiaoyu Xin; Ziyu Guan (Neurocomputing, 2020)

CoHomo: A cluster-attribute correlation aware graph clustering framework. - Yaming Yang 002; Hongmin Liu 001; Ziyu Guan; Xiaofei He 001; Gaoliang Liu (Neurocomputing, 2020)

6D object pose estimation via viewpoint relation reasoning. - Wanqing Zhao; Shaobo Zhang 006; Ziyu Guan; Hangzai Luo; Lei Tang; Jinye Peng; Jianping Fan 001 (Neurocomputing, 2020)

Query-Biased Self-Attentive Network for Query-Focused Video Summarization. - Shuwen Xiao; Zhou Zhao 001; Zijian Zhang 002; Ziyu Guan; Deng Cai 001 (IEEE Trans. Image Process., 2020)

An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization. - Zhou Yang 004; Heli Sun; Jianbin Huang; Zhongbin Sun; Hui Xiong 001; Shaojie Qiao; Ziyu Guan; Xiaolin Jia (IEEE Trans. Knowl. Data Eng., 2020)

Discerning Influence Patterns with Beta-Poisson Factorization in Microblogging Environments. - Wei Zhao 019; Ziyu Guan; Yuhui Huang; Tingting Xi; Huan Sun 001; Zhiheng Wang 001; Xiaofei He 001 (IEEE Trans. Knowl. Data Eng., 2020)

Addressing the Item Cold-Start Problem by Attribute-Driven Active Learning. - Yu Zhu 007; Jinghao Lin; Shibi He; Beidou Wang; Ziyu Guan; Haifeng Liu 001; Deng Cai 001 (IEEE Trans. Knowl. Data Eng., 2020)

Keypoint-Graph-Driven Learning Framework for Object Pose Estimation. - Shaobo Zhang 006; Wanqing Zhao; Ziyu Guan; Xianlin Peng; Jinye Peng (CVPR, 2021)

Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction. - Ruijing Yang; Ziyu Guan; Zitong Yu; Xiaoyi Feng; Jinye Peng; Guoying Zhao 001 (IJCAI, 2021)

Multi-Agent Cooperative Bidding Games for Multi-Objective Optimization in e-Commercial Sponsored Search. - Ziyu Guan; Hongchang Wu; Qingyu Cao; Hao Liu; Wei Zhao 019; Sheng Li; Cai Xu; Guang Qiu; Jian Xu 015; Bo Zheng 007 (KDD, 2021)

AP-10K: A Benchmark for Animal Pose Estimation in the Wild. - Hang Yu 016; Yufei Xu; Jing Zhang 037; Wei Zhao 019; Ziyu Guan; Dacheng Tao (NeurIPS Datasets and Benchmarks, 2021)

SkipNode: On Alleviating Over-smoothing for Deep Graph Convolutional Networks. - Weigang Lu; Yibing Zhan; Ziyu Guan; Liu Liu 014; Baosheng Yu; Wei Zhao 019; Yaming Yang 002; Dacheng Tao (CoRR, 2021)

Enhanced three-dimensional U-Net with graph-based refining for segmentation of gastrointestinal stromal tumours. - Qiong Wang; Zhipeng Li; Wanqing Zhao; Hao Wu; Fei Xie 007; Ziyu Guan; Wei Zhao 019 (IET Comput. Vis., 2021)

Hierarchical bilinear convolutional neural network for image classification. - Xiang Zhang 018; Lei Tang; Hangzai Luo; Sheng Zhong 006; Ziyu Guan; Long Chen 007; Chao Zhao; Jinye Peng; Jianping Fan 001 (IET Comput. Vis., 2021)

JKT: A joint graph convolutional network based Deep Knowledge Tracing. - Xiangyu Song; Jianxin Li 001; Yifu Tang; Taige Zhao; Yunliang Chen 002; Ziyu Guan (Inf. Sci., 2021)

Recommendation by Users' Multimodal Preferences for Smart City Applications. - Cai Xu; Ziyu Guan; Wei Zhao 019; Quanzhou Wu; Meng Yan 013; Long Chen 007; Qiguang Miao (IEEE Trans. Ind. Informatics, 2021)

Deep Multiple Instance Hashing for Fast Multi-Object Image Search. - Wanqing Zhao; Ziyu Guan; Hangzai Luo; Jinye Peng; Jianping Fan 001 (IEEE Trans. Image Process., 2021)

Multiview Concept Learning Via Deep Matrix Factorization. - Wei Zhao 019; Cai Xu; Ziyu Guan; Ying Liu 052 (IEEE Trans. Neural Networks Learn. Syst., 2021)

A Simple Semi-Supervised Joint Learning Framework for Few-shot Text Classification. - Shaoshuai Lu; Long Chen 007; Wenjing Wang 002; Cai Xu; Wei Zhao 019; Ziyu Guan; Guangyue Lu (AIPR, 2022)

News-driven financial warning based on label information attention. - Zhilin Ren; Long Chen 007; Xiaohua Huang; Wenjing Wang 002; Cai Xu; Wei Zhao 019; Ziyu Guan (AIPR, 2022)

Prompt and Contrastive Learning for Few-shot Sentiment Classification. - Fei Wang 145; Long Chen 007; Xiaohua Huang; Cai Xu; Wei Zhao 019; Ziyu Guan; Guangyue Lu (AIPR, 2022)

Charge Prediction by Constitutive Elements Matching of Crimes. - Jie Zhao 013; Ziyu Guan; Cai Xu; Wei Zhao 019; Enze Chen (IJCAI, 2022)

Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering. - Yaming Yang 002; Ziyu Guan; Zhe Wang 044; Wei Zhao 019; Cai Xu; Weigang Lu; Jianbin Huang (NeurIPS, 2022)

Entropy Induced Pruning Framework for Convolutional Neural Networks. - Yiheng Lu; Ziyu Guan; Yaming Yang 002; Maoguo Gong; Wei Zhao 019; Kaiyuan Feng (CoRR, 2022)

Real-time dynamic network learning for location inference modelling and computing. - Jianxin Li 001; Aixin Sun; Ziyu Guan; Muhammad Aamir Cheema; Geyong Min (Neurocomputing, 2022)

Deep objectness hashing using large weakly tagged photos. - Fei Xie 007; Wanqing Zhao; Ziyu Guan; Hexu Wang; Qun Duan (Neurocomputing, 2022)

Representation learning from noisy user-tagged data for sentiment classification. - Long Chen 007; Fei Wang 145; Ruijing Yang; Fei Xie 007; Wenjing Wang 002; Cai Xu; Wei Zhao 019; Ziyu Guan (Int. J. Mach. Learn. Cybern., 2022)

TelecomNet: Tag-Based Weakly-Supervised Modally Cooperative Hashing Network for Image Retrieval. - Wei Zhao 019; Cai Xu; Ziyu Guan; Xunlian Wu; Wanqing Zhao; Qiguang Miao; Xiaofei He 001; Quan Wang 006 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Reliable Community Search in Dynamic Networks. - Yifu Tang; Jianxin Li 001; Nur Al Hasan Haldar; Ziyu Guan; Jia-Jie Xu 001; Chengfei Liu (Proc. VLDB Endow., 2022)

Adversarial Incomplete Multiview Subspace Clustering Networks. - Cai Xu; Hongmin Liu 001; Ziyu Guan; Xunlian Wu; Jiale Tan; Beilei Ling (IEEE Trans. Cybern., 2022)

New Attacks on the GPRS Encryption Algorithms GEA-1 and GEA-2. - Lin Ding 001; Zheng Wu; Xinhai Wang; Ziyu Guan; Mingjin Li (IEEE Trans. Inf. Forensics Secur., 2022)

Progressive Deep Multi-View Comprehensive Representation Learning. - Cai Xu; Wei Zhao 019; Jinglong Zhao; Ziyu Guan; Yaming Yang 002; Long Chen 007; Xiangyu Song (AAAI, 2023)

ACE-BERT: Adversarial Cross-Modal Enhanced BERT for E-Commerce Retrieval. - Boxuan Zhang 002; Chao Wei; Yan Jin; Cai Xu; Weiru Zhang; Haihong Tang; Ziyu Guan (APWeb/WAIM (4), 2023)

Unbalanced Multi-view Deep Learning. - Cai Xu; Zehui Li; Ziyu Guan; Wei Zhao 019; Xiangyu Song; Yue Wu 004; Jianxin Li 001 (ACM Multimedia, 2023)

Pseudo Contrastive Learning for Graph-based Semi-supervised Learning. - Weigang Lu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002; Yuanhai Lv; Baosheng Yu; Dacheng Tao (CoRR, 2023)

Few-Shot Domain Adaptation for Charge Prediction on Unprofessional Descriptions. - Jie Zhao 013; Ziyu Guan; Wei Zhao 019; Yue Jiang; Xiaofei He 001 (CoRR, 2023)

Incorporating multi-stage spatial visual cues and active localization offset for pancreas segmentation. - Jianguo Ju; Jiaming Li; Zhengqi Chang; Ying Liang; Ziyu Guan; Pengfei Xu 003; Fei Xie 007; Hexu Wang (Pattern Recognit. Lett., 2023)

Energy-Based CNN Pruning for Remote Sensing Scene Classification. - Yiheng Lu; Maoguo Gong; Zhuping Hu; Wei Zhao 019; Ziyu Guan; Mingyang Zhang 002 (IEEE Trans. Geosci. Remote. Sens., 2023)

Uncertainty-Aware Multiview Deep Learning for Internet of Things Applications. - Cai Xu; Wei Zhao 019; Jinglong Zhao; Ziyu Guan; Xiangyu Song; Jianxin Li 001 (IEEE Trans. Ind. Informatics, 2023)

Interpretable and Efficient Heterogeneous Graph Convolutional Network. - Yaming Yang 002; Ziyu Guan; Jianxin Li 001; Wei Zhao 019; Jiangtao Cui; Quan Wang 006 (IEEE Trans. Knowl. Data Eng., 2023)

Special Issue on Decision Making in Heterogeneous Network Data Scenarios and Applications. - Jianxin Li 001; Chengfei Liu; Ziyu Guan; Yinghui Wu 001 (World Wide Web (WWW), 2023)

Graph Substructure Assembling Network With Soft Sequence and Context Attention. - Yaming Yang 002; Ziyu Guan; Wei Zhao 019; Weigang Lu; Bo Zong (IEEE Trans. Knowl. Data Eng., 2023)

Distributed dominance graph-based neural multi-objective evolutionary strategy for sponsored search real-time bidding. - Yaming Yang 002; Hongchang Wu; Ziyu Guan; Jianxin Li 001; Wei Zhao 019; Cai Xu; Hao Li 009; Qingyu Cao; Yuanhai Lv (Knowl. Based Syst., 2023)

Great Wall Construction Algorithm: A novel meta-heuristic algorithm for engineer problems. - Ziyu Guan; Changjiang Ren; Jingtai Niu; Peixi Wang; Yizi Shang (Expert Syst. Appl., 2023)

Multi-scale fusion transformer based weakly supervised hashing learning for instance retrieval. - Yuanhai Lv; Chen Jiao; Wanqing Zhao; Wei Zhao 019; Ziyu Guan; Xiaofei He 001 (Int. J. Mach. Learn. Cybern., 2023)

Entropy Induced Pruning Framework for Convolutional Neural Networks. - Yiheng Lu; Ziyu Guan; Yaming Yang 002; Wei Zhao 019; Maoguo Gong; Cai Xu (AAAI, 2024)

NodeMixup: Tackling Under-Reaching for Graph Neural Networks. - Weigang Lu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002; Long Jin (AAAI, 2024)

Reliable Conflictive Multi-View Learning. - Cai Xu; Jiajun Si; Ziyu Guan; Wei Zhao 019; Yue Wu 004; Xiyue Gao (AAAI, 2024)

SC2: Towards Enhancing Content Preservation and Style Consistency in Long Text Style Transfer. - Jie Zhao 013; Ziyu Guan; Cai Xu; Wei Zhao 019; Yue Jiang (ACL (1), 2024)

TruthSR: Trustworthy Sequential Recommender Systems via User-generated Multimodal Content. - Meng Yan 013; Haibin Huang; Ying Liu 052; Juan Zhao; Xiyue Gao; Cai Xu; Ziyu Guan; Wei Zhao 019 (DASFAA (3), 2024)

Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts. - Yanting Yang; Minghao Chen 001; Qibo Qiu; Jiahao Wu; Wenxiao Wang 001; Binbin Lin; Ziyu Guan; Xiaofei He 001 (ECCV (57), 2024)

H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answering. - Yue Jiang; Ziyu Guan; Jie Zhao 013; Wei Zhao 019; Jiaqi Yang (EMNLP (Findings), 2024)

Trusted Multi-view Learning with Label Noise. - Cai Xu; Yilin Zhang; Ziyu Guan; Wei Zhao 019 (IJCAI, 2024)

AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation. - Weigang Lu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002 (KDD, 2024)

A Weakly-Supervised Multi-lesion Segmentation Framework Based on Target-Level Incomplete Annotations. - Jianguo Ju; Shumin Ren; Dandan Qiu; Huijuan Tu; Juanjuan Yin; Pengfei Xu 003; Ziyu Guan (MICCAI (9), 2024)

Dynamic Evidence Decoupling for Trusted Multi-view Learning. - Ying Liu 052; Lihong Liu; Cai Xu; Xiangyu Song; Ziyu Guan; Wei Zhao 019 (ACM Multimedia, 2024)

Enhancing Criminal Case Matching through Diverse Legal Factors. - Jie Zhao 013; Ziyu Guan; Wei Zhao 019; Yue Jiang (SIGIR, 2024)

Aligning Multiple Knowledge Graphs in a Single Pass. - Yaming Yang 002; Zhe Wang 044; Ziyu Guan; Wei Zhao 019; Weigang Lu; Xinyan Huang (CoRR, 2024)

Edge-Weight-Embedding Graph Convolutional Network for Person Reidentification. - Yuanhai Lv; Gexuan Wang; Wanqing Zhao; Wei Zhao 019; Ziyu Guan (IEEE Intell. Syst., 2024)

New Practical Attacks on GEA-1 Based on a New-Found Weakness. - Zheng Wu; Lin Ding 001; Zhengting Li; Xinhai Wang; Ziyu Guan (IET Inf. Secur., 2024)

Advanced intelligent monitoring technologies for animals: A survey. - Pengfei Xu 003; Yuanyuan Zhang; Minghao Ji; Songtao Guo; Zhanyong Tang; Xiang Wang; Jing Guo; Junjie Zhang; Ziyu Guan (Neurocomputing, 2024)

TABLE: Time-aware Balanced Multi-view Learning for stock ranking. - Ying Liu 052; Cai Xu; Long Chen 007; Meng Yan 013; Wei Zhao 019; Ziyu Guan (Knowl. Based Syst., 2024)

SNPF: Sensitiveness-Based Network Pruning Framework for Efficient Edge Computing. - Yiheng Lu; Ziyu Guan; Wei Zhao 019; Maoguo Gong; Wenjing Wang 002; Kai Sheng (IEEE Internet Things J., 2024)

An EEG abnormality detection algorithm based on graphic attention network. - Junwei Duan; Fei Xie 007; Ningyuan Huang; Ningdi Luo; Ziyu Guan; Wei Zhao 019; Gang Gao (Multim. Tools Appl., 2024)

Reliability-Driven Local Community Search in Dynamic Networks. - Yifu Tang; Jianxin Li 001; Nur Al Hasan Haldar; Ziyu Guan; Jiajie Xu 001; Chengfei Liu (IEEE Trans. Knowl. Data Eng., 2024)

Breaking the DECT Standard Cipher With Lower Time Cost. - Lin Ding 001; Zhengting Li; Ziyu Guan; Xinhai Wang; Zheng Wu (IEEE Trans. Computers, 2024)

SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks. - Weigang Lu; Yibing Zhan; Binbin Lin; Ziyu Guan; Liu Liu 014; Baosheng Yu; Wei Zhao 019; Yaming Yang 002; Dacheng Tao (IEEE Trans. Knowl. Data Eng., 2024)

CDI-NSTSEG: A Clinical Diagnosis-Inspired Effective and Efficient Framework for Non-Salient Small Tumor Segmentation. - Jianguo Ju; Dandan Qiu; Hao Lei; Shumin Ren; Wei Zhao 019; Pengfei Xu 003; Xuesong Zhao; Ziyu Guan (IEEE J. Biomed. Health Informatics, 2024)

Biased Incomplete Multi-View Learning. - Haishun Chen; Cai Xu; Ziyu Guan; Wei Zhao 019; Jinlong Liu (AAAI, 2025)

AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification. - Weigang Lu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002; Yibing Zhan; Yiheng Lu; Dapeng Tao (AAAI, 2025)

Cross-lingual Multimodal Sentiment Analysis for Low-Resource Languages via Language Family Disentanglement and Rethinking Transfer. - Long Chen 007; Shuoyu Guan; Xiaohua Huang; Wen-Jing Wang 002; Cai Xu; Ziyu Guan; Wei Zhao 019 (ACL (Findings), 2025)

SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks (Extended Abstract). - Weigang Lu; Yibing Zhan; Binbin Lin; Ziyu Guan; Liu Liu 014; Baosheng Yu; Wei Zhao 019; Yaming Yang 002; Dacheng Tao (ICDE, 2025)

A Translation-Based Heterogeneous Graph Neural Network for Multiple Knowledge Graphs Alignment. - Yaming Yang 002; Zhuofeng Luo; Zhe Wang 044; Weigang Lu; Yiheng Lu; Ziyu Guan; Wei Zhao 019; Yuanhai Lv (ICDE, 2025)

Conf-GNNRec: Quantifying and Calibrating the Prediction Confidence for GNN-based Recommendation Methods. - Meng Yan 013; Cai Xu; Xujing Wang; Ziyu Guan; Wei Zhao 019; Yuhang Zhou (WWW (Companion Volume), 2025)

Fast computation of linear approximation of general word-oriented composite function. - Sudong Ma; Chenhui Jin; Jie Guan; Ziyu Guan; Shuai Liu (Discret. Appl. Math., 2025)

G-NodeMixup: Enhancing graph neural networks reachability under extremely limited labels. - Ziyu Guan; Beilei Ling; Weigang Lu; Meng Yan 013; Yaming Yang 002; Wei Zhao 019; Yibing Zhan; Dapeng Tao (Neurocomputing, 2025)

Pseudo Contrastive Learning for graph-based semi-supervised learning. - Weigang Lu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002; Yuanhai Lv; Lining Xing; Baosheng Yu; Dacheng Tao (Neurocomputing, 2025)

Change Masked Modality Alignment Network for Multimodal Change Detection. - Fenlong Jiang; Bo Huang; Husheng Wu; Dan Feng 002; Yu Zhou 051; Mingyang Zhang 002; Maoguo Gong; Wei Zhao 019; Ziyu Guan (IEEE Trans. Geosci. Remote. Sens., 2025)

D3PM: Dual-Stream Denoising Diffusion Probabilistic Model for Change Detection in Multimodal Remote Sensing Images. - Fenlong Jiang; Xinlong Huo; Mingyang Zhang 002; Maoguo Gong; Yan Pu; Yu Zhou 051; Wei Zhao 019; Ziyu Guan (IEEE Trans. Geosci. Remote. Sens., 2025)

Adaptive Center-Focused Hybrid Attention Network for Change Detection in Hyperspectral Images. - Fenlong Jiang; Shining Zhang; Mingyang Zhang 002; Maoguo Gong; Yu Zhou 051; Wei Zhao 019; Ziyu Guan (IEEE Trans. Geosci. Remote. Sens., 2025)

Layer-Interaction Adaptive Pruning for Remote Sensing Scene Classification. - Yiheng Lu; Zhuping Hu; Wei Zhao 019; Ziyu Guan; Maoguo Gong; Mingyang Zhang 002 (IEEE Trans. Geosci. Remote. Sens., 2025)

PZS-Net: Incorporating of Frame Sequence and Multi-Scale Priors for Prostate Zonal Segmentation in Transrectal Ultrasound. - Jianguo Ju; Qian Zhang; Pengfei Xu 003; Tiange Liu; Cheng Li; Ziyu Guan (Adv. Intell. Syst., 2025)

Unsupervised Entity Alignment Based on Personalized Discriminative Rooted Tree. - Yaming Yang 002; Zhe Wang 044; Ziyu Guan; Wei Zhao 019; Xinyan Huang; Xiaofei He 001 (CoRR, 2025)

Cross-Modal Guided Visual Representation Learning for Social Image Retrieval. - Ziyu Guan; Wanqing Zhao; Hongmin Liu 001; Yuta Nakashima; Noboru Babaguchi; Xiaofei He 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Adaptive Task-Aware Refining Network for Few-Shot Fine-Grained Image Classification. - Liyun Yu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002; Jiale Tan (IEEE Trans. Circuits Syst. Video Technol., 2025)

SAAF: Self-Adaptive Attention Factor-Based Taylor-Pruning on Convolutional Neural Networks. - Yiheng Lu; Maoguo Gong; Kaiyuan Feng; Jialu Liu; Ziyu Guan; Hao Li 009 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Discrepancy-Aware Graph Mask Auto-Encoder. - Ziyu Zheng; Yaming Yang 002; Ziyu Guan; Wei Zhao 019; Weigang Lu (CoRR, 2025)

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs. - Ziyu Zheng; Yaming Yang 002; Ziyu Guan; Wei Zhao 019; Weigang Lu (CoRR, 2025)

H-NeiFi: Non-Invasive and Consensus-Efficient Multi-Agent Opinion Guidance. - Shijun Guo; Haoran Xu; Yaming Yang 002; Ziyu Guan; Wei Zhao 019; Xinyi Zhang; Yishan Song; Jiwei Chen (CoRR, 2025)

ProGMLP: A Progressive Framework for GNN-to-MLP Knowledge Distillation with Efficient Trade-offs. - Weigang Lu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002; Yujie Sun; Zheng Liang; Yibing Zhan; Dapeng Tao (CoRR, 2025)

Learning Cross-View Consistent 3D Keypoints for Object 6D Pose Estimation. - Shaobo Zhang 006; Wanqing Zhao; Ziyu Guan; Wei Zhao 019; Jinye Peng; Jianping Fan 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Fairness-Aware Multi-view Evidential Learning with Adaptive Prior. - Haishun Chen; Cai Xu; Jinlong Yu; Yilin Zhang; Ziyu Guan; Wei Zhao 019 (CoRR, 2025)

Act-LLM: A whole-process chain for character-centric role-playing with large language models. - Xiaoxu Han; Wanqing Zhao; Ziyu Guan; Jinye Peng (Expert Syst. Appl., 2026)

Application of soil parameter back analysis method based on MLAPSO in staged excavation deformation prediction. - Ping He; Huiji Guo; Honggui Di; Ziyu Guan (Expert Syst. Appl., 2026)

Collaborative learning of dynamic and static information for medical image segmentation. - Jianguo Ju; Tongtong Zhang; Wenhuan Song; Zidong Xiao; Huijuan Tu; Ziyu Guan; Fa Zhu; David Camacho (Inf. Fusion, 2026)