| 2026 | KSEM | Image-Text Matching via Graph Counterfactual Learning and Trustworthy Alignment. | Bo Li, Jingyi Yan, Xing Wei, Qinghui Hu, Zhixin Li |
| 2025 | AAAI | JailPO: A Novel Black-Box Jailbreak Framework via Preference Optimization Against Aligned LLMs. | Hongyi Li, Jiawei Ye, Jie Wu, Tianjie Yan, Chu Wang, Zhixin Li |
| 2025 | CIKM | QGCMA: A Framework for Knowledge-Based Visual Question Answering. | Wei Li, Zhixin Li |
| 2025 | CIKM | Multimodal Sentiment Analysis via Progressive Fusion of Audio-Visual Affective Descriptions. | Lisong Ou, Zhixin Li |
| 2025 | CSCWD | PoseConv3D-TAFI: Skeleton Action Recognition Using Frame Interrelations in Conv3D. | Zhixin Li, Xiaoming Wu, Chunlin Zhao, Yu Song, Xiangzhi Liu |
| 2025 | ICA3PP | FALI: Fusion Adapter for Multiple LoRA Models Inference. | Jiale Li, Kexuan Chang, Nianwang Lin, Zhixin Li, Sen Liu, Hongfeng Chai |
| 2025 | ICASSP | PDCE: Patch-wise Dynamic Curve Estimation for Low-Light Image Enhancement. | Ruiyuan Chen, Zhixin Li, Han Zeng, Yifan Liu, Tao He, Tiecheng Song |
| 2025 | ICASSP | Collaborative Dual-Branch Spatial-Frequency Enhancement Network for Low-Light Images. | Tao He, Tiecheng Song, Yin Liu, Feng Yang, Ruiyuan Chen, Zhixin Li |
| 2025 | ICASSP | Prototypical Graph Alignment for Text-based Person Search. | Yu Huang, Canlong Zhang, Zhixin Li, Zhiwen Wang, Chunrong Wei |
| 2025 | ICASSP | Two-stream Semantic Alignment Networks for Multi-label Image Classification. | Wenlan Kuang, Zhixin Li |
| 2025 | ICLR | ConMix: Contrastive Mixup at Representation Level for Long-tailed Deep Clustering. | Zhixin Li, Yuheng Jia |
| 2025 | ICML | Learning from Sample Stability for Deep Clustering. | Zhixin Li, Yuheng Jia, Hui Liu, Junhui Hou |
| 2025 | IVA | Operationalizing Machine Companionship: Exploring Topics in Discussions of Companion AI. | Jaime Banks, Jianghui Li, Zhixin Li, Caleb T. Carr |
| 2025 | KSEM | Uncertainty-Aware Prototype Semantic Decoupling for Text-Based Person Search in Full Images. | Zengli Luo, Canlong Zhang, Zhixin Li, Zhiwen Wang, Chunrong Wei |
| 2024 | CIKM | Beyond Language Bias: Overcoming Multimodal Shortcut and Distribution Biases for Robust Visual Question Answering. | Jingliang Gu, Zhixin Li |
| 2024 | CIKM | MV-BART: Multi-view BART for Multi-modal Sarcasm Detection. | Xingjie Zhuang, Fengling Zhou, Zhixin Li |
| 2024 | DASFAA | Path-Aware Co-contrastive Learning for Signed Directed Network Embedding. | Yuechen Tang, Huifang Ma, Ke Shu, Zhixin Li, Liang Chang |
| 2024 | DASFAA | Time-aware Session Modeling for Knowledge Tracing. | Jing Wang, Huifang Ma, Mengyuan Zhang, Zhixin Li, Liang Chang |
| 2024 | DASFAA | Dual-Channel Dual-Scale Interactive Learning for the Prediction of Compound-Protein Interaction. | Zheyu Wu, Huifang Ma, Bin Deng, Zhixin Li, Liang Chang |
| 2024 | ICANN | Beyond Homophily: Attributed Graph Anomaly Detection via Heterophily-Aware Contrastive Learning Network. | Wangyu Jin, Huifang Ma, Yingyue Zhang, Zhixin Li, Liang Chang |
| 2024 | ICANN | Key Substructure-Driven Backdoor Attacks on Graph Neural Networks. | Haibin Tong, Huifang Ma, Hui Shen, Zhixin Li, Liang Chang |
| 2024 | ICANN | Weakly-Supervised Semantic Segmentation via Label Re-assignment in Dual-View Framework. | Chen Wang, Di Zhang, Xiaolong Li, Huifang Ma, Zhixin Li |
| 2024 | ICASSP | Adaptive Prompt Construction Method for Relation Extraction. | Zhenbin Chen, Zhixin Li, Ying Huang, Zhenjun Tang |
| 2024 | ICASSP | Gradually Spatio-Temporal Feature Activation for Target Tracking. | Yanfang Deng, Canlong Zhang, Zhixin Li, Chunrong Wei, Zhiwen Wang, Shuqi Pan |
| 2024 | ICASSP | Multi-Source Dynamic Interactive Network Collaborative Reasoning Image Captioning. | Qiang Su, Zhixin Li |
| 2024 | ICDM | Multi-Modal Sarcasm Detection via Dual Synergetic Perception Graph Convolutional Networks. | Xingjie Zhuang, Zhixin Li |
| 2024 | ICONIP | MLLM-Driven Semantic Enhancement and Alignment for Text-Based Person Search. | Junwei Tian, Canlong Zhang, Zhixin Li, Zhiwen Wang, Chunrong Wei |
| 2024 | SDM | Multi-Interest Network with Simple Diffusion for Multi-Behavior Sequential Recommendation. | Qingfeng Li, Huifang Ma, Wangyu Jin, Yugang Ji, Zhixin Li |
| 2023 | AAAI | Target-Aware Tracking with Long-Term Context Attention. | Kaijie He, Canlong Zhang, Sheng Xie, Zhixin Li, Zhiwen Wang |
| 2023 | CIKM | Synergistic Disease Similarity Measurement via Unifying Hierarchical Relation Perception and Association Capturing. | Zihao Gao, Huifang Ma, Yike Wang, Zhixin Li, Liang Chang |
| 2023 | CIKM | Co-guided Random Walk for Polarized Communities Search. | Fanyi Yang, Huifang Ma, Cairui Yan, Zhixin Li, Liang Chang |
| 2023 | DASFAA | Intra- and Inter-behavior Contrastive Learning for Multi-behavior Recommendation. | Qingfeng Li, Huifang Ma, Ruoyi Zhang, Wangyu Jin, Zhixin Li |
| 2023 | DASFAA | Local Spectral for Polarized Communities Search in Attributed Signed Network. | Fanyi Yang, Huifang Ma, Wentao Wang, Zhixin Li, Liang Chang |
| 2023 | DASFAA | Multi-scale Community Detection in Subspace of Attribute. | Cairui Yan, Huifang Ma, Yuechen Tang, Xiaohong Li, Zhixin Li |
| 2023 | DASFAA | Dual-View Self-supervised Co-training for Knowledge Graph Recommendation. | Ruoyi Zhang, Huifang Ma, Qingfeng Li, Yike Wang, Zhixin Li |
| 2023 | ICDM | Balancing and Contrasting Biased Samples for Debiased Visual Question Answering. | Runlin Cao, Zhixin Li |
| 2023 | ICONIP | Text-Based Person re-ID by Saliency Mask and Dynamic Label Smoothing. | Yonghua Pang, Canlong Zhang, Zhixin Li, Liaojie Hu |
| 2023 | ICONIP | Customized Anchors Can Better Fit the Target in Siamese Tracking. | Shuqi Pan, Canlong Zhang, Zhixin Li, Liaojie Hu, Yanfang Deng |
| 2023 | ICONIP | Multi-scale Context Aggregation for Video-Based Person Re-Identification. | Lei Wu, Canlong Zhang, Zhixin Li, Liaojie Hu |
| 2023 | IGARSS | A Block-Wise Image-Based Mobile Localization Using Google Streetview. | Zhixin Li, Jie Shan |
| 2023 | Mobisys | Demo: Landscape: Saliency and Trajectory based Viewport Prediction in Point Cloud Video Streaming. | Jie Li, Zhixin Li, Qiyue Li, Wei Sun, Weitao Li, Huiyu Wang, Zhi Liu |
| 2023 | Mobisys | Demo: Horizon: a Real-time Point Cloud Video Streaming System over Wireless Networks. | Jie Li, Huiyu Wang, Qiyue Li, Xin Liu, Zhixin Li, Zhi Liu |
| 2023 | PRICAI | Multilayer Vision and Language Augmented Transformer for Image Captioning. | Qiang Su, Zhixin Li |
| 2023 | UAI | Overcoming Language Priors for Visual Question Answering via Loss Rebalancing Label and Global Context. | Runlin Cao, Zhixin Li |
| 2022 | ACCV | Causal-SETR: A SEgmentation TRansformer Variant Based on Causal Intervention. | Wei Li, Zhixin Li |
| 2022 | DASFAA | Multi-behavior Recommendation with Two-Level Graph Attentional Networks. | Yunhe Wei, Huifang Ma, Yike Wang, Zhixin Li, Liang Chang |
| 2022 | DASFAA | Enhancing Session-Based Recommendation with Global Context Information and Knowledge Graph. | Xiaohui Zhang, Huifang Ma, Zihao Gao, Zhixin Li, Liang Chang |
| 2022 | ICANN | Domain Adaptative Semantic Segmentation by Fine-Grained Alignment. | Zhixin Li, Wei Li, Jia Zhang |
| 2022 | ICANN | Data Augmented Dual-Attention Interactive Image Classification Network. | Qiangxi Zhu, Zhixin Li |
| 2022 | ICASSP | Mixed Knowledge Relation Transformer for Image Captioning. | Tianyu Chen, Zhixin Li, Jiahui Wei, Tiantao Xian |
| 2022 | ICASSP | Improve Image Captioning Via Relation Modeling. | Feicheng Huang, Zhixin Li |
| 2022 | ICASSP | Exploring Dual Stream Global Information For Image Captioning. | Tiantao Xian, Zhixin Li, Tianyu Chen, Huifang Ma |
| 2022 | ICASSP | Multi-Level Relation Aware Network for Person Re-Identification. | Jing Yang, Canlong Zhang, Zhixin Li, Yanping Tang |
| 2022 | ICONIP | SATNet: Captioning with Semantic Alignment and Feature Enhancement. | Wenhui Bai, Canlong Zhang, Zhixin Li, Peiyi Wei, Zhiwen Wang |
| 2022 | ICONIP | Multi-level Network Based on Text Attention and Pose-Guided for Person Re-ID. | Xi Wang, Canlong Zhang, Zhixin Li, Zhiwen Wang |
| 2022 | ICPR | Dual-network Multi-attention Collaborative Classification Based on Fine-grained Vision. | Qiangxi Zhu, Wenlan Kuang, Zhixin Li |
| 2022 | IJCNN | Image Captioning According to User's Intention and Style. | Yuhang Wang, Canlong Zhang, Zhiwen Wang, Zhixin Li |
| 2022 | IJCNN | A Knowledge Graph Recommendation Model via High-order Feature Interaction and Intent Decomposition. | Ruoyi Zhang, Huifang Ma, Qingfeng Li, Zhixin Li, Yike Wang |
| 2022 | ICTAI | Graph Structure Guided Transformer for Semantic Segmentation. | Luyang Qian, Canlong Zhang, Zhixin Li, Zhiwen Wang |
| 2022 | PRICAI | Co-contrastive Self-supervised Learning for Drug-Disease Association Prediction. | Zihao Gao, Huifang Ma, Xiaohui Zhang, Zheyu Wu, Zhixin Li |
| 2022 | PRICAI | A Semantic Similarity Distance-Aware Contrastive Learning for Abstractive Summarization. | Ying Huang, Zhixin Li |
| 2022 | PRICAI | Co-contrastive Learning for Multi-behavior Recommendation. | Qingfeng Li, Huifang Ma, Ruoyi Zhang, Wangyu Jin, Zhixin Li |
| 2022 | PRICAI | Cross-View Contrastive Learning for Knowledge-Aware Session-Based Recommendation. | Xiaohui Zhang, Huifang Ma, Fanyi Yang, Zhixin Li, Liang Chang |
| 2022 | PRICAI | Cross-scale Dynamic Relation Network for Object Detection. | Xinfang Zhong, Zhixin Li |
| 2022 | UAI | Fine-Grained matching with multi-perspective similarity modeling for cross-modal retrieval. | Xiumin Xie, Chuanwen Hou, Zhixin Li |
| 2022 | SDM | Flexible Image Captioning via Internal Understanding and External Reasoning. | Jiahui Wei, Zhixin Li, Jianwei Zhu, Huifang Ma |
| 2021 | ACML | Relation Also Need Attention: Integrating Relation Information Into Image Captioning. | Tianyu Chen, Zhixin Li, Tiantao Xian, Canlong Zhang, Huifang Ma |
| 2021 | ICANN | Relevance-Aware Q-matrix Calibration for Knowledge Tracing. | Wentao Wang, Huifang Ma, Yan Zhao, Zhixin Li, Xiangchun He |
| 2021 | ICANN | Improved Occluded Person Re-Identification with Multi-feature Fusion. | Jing Yang, Canlong Zhang, Zhixin Li, Yanping Tang |
| 2021 | ICASSP | Knowledge Reasoning for Semantic Segmentation. | Shengjia Chen, Zhixin Li, Xiwei Yang |
| 2021 | ICONIP | Domain-Adaptation Person Re-Identification via Style Translation and Clustering. | Peiyi Wei, Canlong Zhang, Zhixin Li, Yanping Tang, Zhiwen Wang |
| 2021 | IJCNN | Batch Part-mask Network for person re-identification. | Songyu Chang, Canlong Zhang, Zhixin Li |
| 2021 | IJCNN | Attentional Social Recommendation System with Graph Convolutional Network. | Yanbin Jiang, Huifang Ma, Yuhang Liu, Zhixin Li |
| 2021 | IJCNN | Domain Adaptative Semantic Segmentation by alleviating Long-tail Problem. | Wei Li, Zhixin Li |
| 2021 | IJCNN | A two-stage community search method based on seed replacement and joint random walk. | Ju Li, Huifang Ma, Qingqing Li, Zhixin Li, Liang Chang |
| 2021 | IJCNN | Incorporating User Preference into Multi-community and Outliers Search. | Qingqing Li, Huifang Ma, Ju Li, Zhixin Li, Yanbing Jiang |
| 2021 | IJCNN | TT2INet: Text to Photo-realistic Image Synthesis with Transformer as Text Encoder. | Jianwei Zhu, Zhixin Li, Huifang Ma |
| 2021 | PAKDD | Exploring Implicit Relationships in Social Network for Recommendation Systems. | Yunhe Wei, Huifang Ma, Ruoyi Zhang, Zhixin Li, Liang Chang |
| 2021 | PRICAI | Adversarial Training for Image Captioning Incorporating Relation Attention. | Tianyu Chen, Zhixin Li, Canlong Zhang, Huifang Ma |
| 2020 | CIKM | Image Captioning with Internal and External Knowledge. | Feicheng Huang, Zhixin Li, Shengjia Chen, Canlong Zhang, Huifang Ma |
| 2020 | ICDM | Improving Object Detection with Relation Mining Network. | Shengjia Chen, Zhixin Li, Feicheng Huang, Canlong Zhang, Huifang Ma |
| 2020 | ICIP | Robust Adversarial Learning For Semi-Supervised Semantic Segmentation. | Jia Zhang, Zhixin Li, Canlong Zhang, Huifang Ma |
| 2020 | ICONIP | An Overlapping Community Detection with Subspaces on Double-Views. | Yang Chang, Huifang Ma, Yun Su, Zhixin Li |
| 2020 | ICONIP | Exploring User Trust and Reliability for Recommendation: A Hypergraph Ranking Approach. | Yanbin Jiang, Huifang Ma, Yuhang Liu, Zhixin Li |
| 2020 | ICONIP | Top-N Recommendation in P2P Lending: A Hybrid Graph Ranking Using Investor Profile. | Yuhang Liu, Huifang Ma, Yanbin Jiang, Zhixin Li |
| 2020 | ICPR | Object Detection Using Dual Graph Network. | Shengjia Chen, Zhixin Li, Feicheng Huang, Canlong Zhang, Huifang Ma |
| 2020 | ICPR | Cross-media Hash Retrieval Using Multi-head Attention Network. | Zhixin Li, Feng Ling, Chuansheng Xu, Canlong Zhang, Huifang Ma |
| 2020 | ICPR | Reinforcement Learning with Dual Attention Guided Graph Convolution for Relation Extraction. | Zhixin Li, Yaru Sun, Suqin Tang, Canlong Zhang, Huifang Ma |
| 2020 | ICPR | Object Detection Model Based on Scene-Level Region Proposal Self-Attention. | Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma |
| 2020 | IJCNN | Adaptive Graph Convolutional Networks with Attention Mechanism for Relation Extraction. | Zhixin Li, Yara Sun, Suqin Tang, Canlong Zhang, Huifang Ma |
| 2020 | IJCNN | Object Detection by Integrating Scene-Level Semantic Information and Border Regression Reinforcement. | Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma |
| 2020 | IJCNN | Robust Semi-Supervised Semantic Segmentation Based on Self-Attention and Spectral Normalization. | Jia Zhang, Zhixin Li, Canlong Zhang, Huifang Ma |
| 2020 | IJCNN | Multi-level Visual Fusion Networks for Image Captioning. | Dongming Zhou, Canlong Zhang, Zhixin Li, Zhiwen Wang |
| 2020 | ICTAI | NotMle: Community Detection in an Inference Way. | Qiqi Zhao, Huifang Ma, Xiaohong Li, Zhixin Li |
| 2020 | MMM | Image Captioning Based on Visual and Semantic Attention. | Haiyang Wei, Zhixin Li, Canlong Zhang |
| 2019 | CVPR | Urban Semantic 3D Reconstruction From Multiview Satellite Imagery. | Matthew J. Leotta, Chengjiang Long, Bastien Jacquet, Matthieu Zins, Dan Lipsa, Jie Shan, Bo Xu, Zhixin Li, Xu Zhang, Shih-Fu Chang, Matthew Purri, Jia Xue, Kristin J. Dana |
| 2019 | DASFAA | SBRNE: An Improved Unified Framework for Social and Behavior Recommendations with Network Embedding. | Weizhong Zhao, Huifang Ma, Zhixin Li, Xiang Ao, Ning Li |
| 2019 | DSAA | Cross-Media Image-Text Retrieval Combined with Global Similarity and Local Similarity. | Zhixin Li, Feng Ling, Canlong Zhang |
| 2019 | ICIG | Image Reconstruction of an Emerging Optical Imager. | Gang Liu, Desheng Wen, Zongxi Song, Weikang Zhang, Zhixin Li, Xin Wei, Tuochi Jiang |
| 2019 | ICIG | Speckle Reduction for Fourier Ptychographic Reconstruction Using Gamma-Correction and Reshaped Wirtinger Flow Optimization. | Zhixin Li, Desheng Wen, Zongxi Song, Gang Liu, Weikang Zhang, Xin Wei, Tuochi Jiang |
| 2019 | ICIG | Parallel Spectrum Reconstruction in Fourier Transform Imaging Spectroscopy Based on the Embedded System. | Weikang Zhang, Desheng Wen, Zongxi Song, Xin Wei, Gang Liu, Zhixin Li, Tuochi Jiang |
| 2019 | ICONIP | Cross-media Image-Text Retrieval Based on Two-Level Network. | Zhixin Li, Feng Ling, Fengqi Zhang, Canlong Zhang |
| 2019 | IGARSS | Self-Normalizing Generative Adversarial Network for Super-Resolution Reconstruction of SAR Images. | Ce Zheng, Xue Jiang, Ye Zhang, Xingzhao Liu, Bin Yuan, Zhixin Li |
| 2019 | IJCNN | Automatic Image Annotation based on Co-Training. | Zhixin Li, Lan Lin, Canlong Zhang, Huifang Ma, Weizhong Zhao |
| 2019 | IJCNN | Image Captioning Based On Sentence-Level And Word-Level Attention. | Haiyang Wei, Zhixin Li, Canlong Zhang, Tao Zhou, Yu Quan |
| 2019 | ICTAI | Sentence-Level Semantic Features Guided Adversarial Network for Zhuang Language Part-of-Speech Tagging. | Zhixin Li, Yaru Sun, Suqin Tang, Canlong Zhang, Huifang Ma |
| 2019 | ICTAI | Sparse High-Level Attention Networks for Person Re-Identification. | Sheng Xie, Canlong Zhang, Zhixin Li, Zhi-Wen Wang |
| 2019 | KSEM | Leveraging User Preferences for Community Search via Attribute Subspace. | Haijiao Liu, Huifang Ma, Yang Chang, Zhixin Li, Wenjuan Wu |
| 2019 | KSEM | Object Detection by Combining Deep Dilated Convolutions Network and Light-Weight Network. | Yu Quan, Zhixin Li, Canlong Zhang |
| 2019 | KSEM | Effectively Classify Short Texts with Sparse Representation Using Entropy Weighted Constraint. | Ting Tuo, Huifang Ma, Zhixin Li, Xianghong Lin |
| 2019 | PAKDD | Short Text Similarity Measurement Based on Coupled Semantic Relation and Strong Classification Features. | Huifang Ma, Wen Liu, Zhixin Li, Xianghong Lin |
| 2019 | PAKDD | Robust Faster R-CNN: Increasing Robustness to Occlusions and Multi-scale Objects. | Tao Zhou, Zhixin Li, Canlong Zhang |
| 2019 | PRICAI | D_dNet-65 R-CNN: Object Detection Model Fusing Deep Dilated Convolutions and Light-Weight Networks. | Yu Quan, Zhixin Li, Fengqi Zhang, Canlong Zhang |
| 2018 | KDD | Large-Scale Order Dispatch in On-Demand Ride-Hailing Platforms: A Learning and Planning Approach. | Zhe Xu, Zhixin Li, Qingwen Guan, Dingshui Zhang, Qiang Li, Junxiao Nan, Chunyang Liu, Wei Bian, Jieping Ye |
| 2018 | PRICAI | An Improved Convolutional Neural Network Model with Adversarial Net for Multi-label Image Classification. | Tao Zhou, Zhixin Li, Canlong Zhang, Lan Lin |
| 2017 | IGARSS | Supervised classification of hyperspectral images via heterogeneous deep neural networks. | Zhixin Li, Yu Shen, Nan Huang, Liang Xiao |
| 2013 | VTC | Code-Aided Iterative SNR Estimator for M-APSK Signals Based on Expectation Maximization Algorithm. | Zhixin Li, Nan Wu, Hua Wang, Jingming Kuang |
| 2012 | GLOBECOM | Performance analysis of code-aided iterative hard/soft decision-directed carrier phase recovery. | Nan Wu, Hua Wang, Zhixin Li, Jingming Kuang |
| 2010 | APWEB | Combining the Missing Link: An Incremental Topic Model of Document Content and Hyperlink. | Huifang Ma, Zhixin Li, Zhongzhi Shi |
| 2010 | ICASSP | Automatic image annotation with continuous PLSA. | Zhixin Li, Zhiping Shi, Xi Liu, Zhongzhi Shi |
| 2009 | ICIP | Modeling latent aspects for automatic image annotation. | Zhixin Li, Zhiping Shi, Zhiqing Li, Zhongzhi Shi |
| 2009 | ICNC | Image Classification Using Structural Sparse Coding Model. | Zhiqing Li, Zhiping Shi, Zhixin Li, Zhongzhi Shi |
| 2009 | ICONIP | An Efficient Coding Model for Image Representation. | Zhiqing Li, Zhiping Shi, Zhixin Li, Zhongzhi Shi |