| 2026 | AAAI | Imagine with Layout and Sketch: Enhancing Vision-Language Retrieval with Dual-Stream Multi-Modal Query Refinement. | Guanghao Meng, Jinpeng Wang, Qian-Wei Wang, Xudong Ren, Dan Zhao |
| 2026 | AAAI | Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval. | Guanghao Meng, Jinpeng Wang, Jieming Zhu, Letian Zhang, Yong Jiang, Dan Zhao, Qing Li |
| 2026 | AAAI | Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning. | Haomiao Tang, Jinpeng Wang, Minyi Zhao, Guanghao Meng, Ruisheng Luo, Long Chen, Shu-Tao Xia |
| 2026 | AAAI | Towards Efficient Low-rate Image Compression with Frequency-aware Diffusion Prior Refinement. | Yichong Xia, Yimin Zhou, Jinpeng Wang, Bin Chen |
| 2026 | AAAI | HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment. | Letian Zhang, Guanghao Meng, Xudong Ren, Jinpeng Wang |
| 2026 | ACL | SEAD: Self-Evolving Agent for Multi-Turn Service Dialogue. | Yuqin Dai, Ning Gao, Wei Zhang, Jie Wang, Zichen Luo, Jinpeng Wang, Ruiyuan Wu, Chaozheng Wang |
| 2026 | ACL | Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models. | Jia Deng, Junyi Li, Xin Zhao, Jinpeng Wang, Hongyu Lu, Ji-Rong Wen |
| 2026 | ACL | From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents. | Niu Lian, Yuting Wang, Hanshu Yao, Jinpeng Wang, Bin Chen, Yaowei Wang, Min Zhang, Shu-Tao Xia |
| 2026 | SIGIR | FEDIN: Frequency-Enhanced Deep Interest Network for Click-Through Rate Prediction. | Zenan Dai, Jinpeng Wang, Junwei Pan, Dapeng Liu, Lei Xiao, Shu-Tao Xia |
| 2025 | AAAI | Efficient Self-Supervised Video Hashing with Selective State Spaces. | Jinpeng Wang, Niu Lian, Jun Li, Yuting Wang, Yan Feng, Bin Chen, Yongbing Zhang, Shu-Tao Xia |
| 2025 | AAAI | Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval. | Bingjun Luo, Jinpeng Wang, Zewen Wang, Junjie Zhu, Xibin Zhao |
| 2025 | AAAI | EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models. | Guanghao Meng, Sunan He, Jinpeng Wang, Tao Dai, Letian Zhang, Jieming Zhu, Qing Li, Gang Wang, Rui Zhang, Yong Jiang |
| 2025 | ACL | Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings. | Haomiao Tang, Jinpeng Wang, Yuang Peng, Guanghao Meng, Ruisheng Luo, Bin Chen, Long Chen, Yaowei Wang, Shutao Xia |
| 2025 | CIKM | Twin-Flow Generative Ranking Network for Recommendation. | Hao Guo, Erpeng Xue, Lei Huang, Shichao Wang, Xiaolei Wang, Lei Wang, Jinpeng Wang, Zeshun Li, Sheng Chen |
| 2025 | COLING | What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning. | Yifan Du, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Jinpeng Wang, Chuyuan Wang, Mingchen Cai, Ruihua Song, Ji-Rong Wen |
| 2025 | CVPR | Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning. | Jinpeng Wang, Tianci Luo, Yaohua Zha, Yan Feng, Ruisheng Luo, Bin Chen, Tao Dai, Long Chen, Yaowei Wang, Shu-Tao Xia |
| 2025 | CVPR | AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing. | Niu Lian, Jun Li, Jinpeng Wang, Ruisheng Luo, Yaowei Wang, Shu-Tao Xia, Bin Chen |
| 2025 | CVPR | PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter. | Yaohua Zha, Yanzi Wang, Hang Guo, Jinpeng Wang, Tao Dai, Bin Chen, Zhihao Ouyang, Xue Yuerong, Ke Chen, Shu-Tao Xia |
| 2025 | EMNLP | MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds. | Junxi Wu, Jinpeng Wang, Zheng Liu, Bin Chen, Dongjian Hu, Hao Wu, Shu-Tao Xia |
| 2025 | ICCV | Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning. | Jun Li, Jinpeng Wang, Chaolei Tan, Niu Lian, Long Chen, Yaowei Wang, Min Zhang, Shu-Tao Xia, Bin Chen |
| 2025 | ICCV | Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression. | Shiyu Qin, Jinpeng Wang, Yimin Zhou, Bin Chen, Tianci Luo, Baoyi An, Tao Dai, Shu-Tao Xia, Yaowei Wang |
| 2025 | ICLR | DiffPC: Diffusion-based High Perceptual Fidelity Image Compression with Semantic Refinement. | Yichong Xia, Yimin Zhou, Jinpeng Wang, Baoyi An, Haoqian Wang, Yaowei Wang, Bin Chen |
| 2025 | KDD | ROMA: Recommendation-Oriented Language Model Adaptation Using Multi-Modal Multi-Domain Item Sequences. | Xingyu Lu, Jinpeng Wang, Jieming Zhu, Zhicheng Zhang, Deqing Zou, Hai-Tao Zheng, Shu-Tao Xia, Rui Zhang |
| 2025 | KDD | VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform. | Xingyu Lu, Tianke Zhang, Chang Meng, Xiaobei Wang, Jinpeng Wang, Yifan Zhang, Shisong Tang, Changyi Liu, Haojie Ding, Kaiyu Jiang, Kaiyu Tang, Bin Wen, Hai-Tao Zheng, Fan Yang, Tingting Gao, Di Zhang, Kun Gai |
| 2025 | SIGIR | Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User. | Xiaolei Wang, Chunxuan Xia, Junyi Li, Fanzhe Meng, Lei Huang, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen |
| 2024 | AAAI | Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression Recognition. | Bingjun Luo, Zewen Wang, Jinpeng Wang, Junjie Zhu, Xibin Zhao, Yue Gao |
| 2024 | AAAI | Hypergraph-Guided Disentangled Spectrum Transformer Networks for Near-Infrared Facial Expression Recognition. | Bingjun Luo, Haowen Wang, Jinpeng Wang, Junjie Zhu, Xibin Zhao, Yue Gao |
| 2024 | AAAI | GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval. | Yuting Wang, Jinpeng Wang, Bin Chen, Ziyun Zeng, Shu-Tao Xia |
| 2024 | AAAI | PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine. | Chenrui Zhang, Lin Liu, Chuyuan Wang, Xiao Sun, Hongyu Wang, Jinpeng Wang, Mingchen Cai |
| 2024 | CIKM | EXIT: An EXplicit Interest Transfer Framework for Cross-Domain Recommendation. | Lei Huang, Weitao Li, Chenrui Zhang, Jinpeng Wang, Xianchun Yi, Sheng Chen |
| 2024 | CIKM | Sequence-level Semantic Representation Fusion for Recommender Systems. | Lanling Xu, Zhen Tian, Bingqian Li, Junjie Zhang, Daoyuan Wang, Hongyu Wang, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao |
| 2024 | IGARSS | Multi-Modal Target Detection Method Based on Adaptive Feature Search. | Jinpeng Wang, Nan Su, Minghui Sha, Chunhui Zhao, Yiming Yan, Shou Feng, Yun Lin, Yingshen Zhu |
| 2024 | RecSys | Promoting Two-sided Fairness with Adaptive Weights for Providers and Customers in Recommendation. | Lanling Xu, Zihan Lin, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao, Ji-Rong Wen |
| 2024 | WWW | RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction. | Yushen Li, Jinpeng Wang, Tao Dai, Jieming Zhu, Jun Yuan, Rui Zhang, Shu-Tao Xia |
| 2024 | SIGIR | ReFer: Retrieval-Enhanced Vertical Federated Recommendation for Full Set User Benefit. | Wenjie Li, Zhongren Wang, Jinpeng Wang, Shutao Xia, Jile Zhu, Mingjian Chen, Jiangke Fan, Jia Cheng, Jun Lei |
| 2023 | AAAI | Contrastive Masked Autoencoders for Self-Supervised Video Hashing. | Yuting Wang, Jinpeng Wang, Bin Chen, Ziyun Zeng, Shu-Tao Xia |
| 2023 | AAAI | Video-Text Pre-training with Learned Regions for Retrieval. | Rui Yan, Mike Zheng Shou, Yixiao Ge, Jinpeng Wang, Xudong Lin, Guanyu Cai, Jinhui Tang |
| 2023 | CIKM | Multi-modal Mixture of Experts Represetation Learning for Sequential Recommendation. | Shuqing Bian, Xingyu Pan, Wayne Xin Zhao, Jinpeng Wang, Chuyuan Wang, Ji-Rong Wen |
| 2023 | CVPR | All in One: Exploring Unified Video-Language Pre-Training. | Jinpeng Wang, Yixiao Ge, Rui Yan, Yuying Ge, Kevin Qinghong Lin, Satoshi Tsutsui, Xudong Lin, Guanyu Cai, Jianping Wu, Ying Shan, Xiaohu Qie, Mike Zheng Shou |
| 2023 | CVPR | Position-Guided Text Prompt for Vision-Language Pre-Training. | Jinpeng Wang, Pan Zhou, Mike Zheng Shou, Shuicheng Yan |
| 2023 | EMNLP | Evaluating Object Hallucination in Large Vision-Language Models. | Yifan Li, Yifan Du, Kun Zhou, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen |
| 2023 | ICCV | Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models. | Yaohua Zha, Jinpeng Wang, Tao Dai, Bin Chen, Zhi Wang, Shu-Tao Xia |
| 2023 | SIGIR | Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer. | Minyi Zhao, Jinpeng Wang, Dongliang Liao, Yiru Wang, Huanzhong Duan, Shuigeng Zhou |
| 2023 | TrustCom | Felix: A Model of Detecting Off-chain Abnormal States in Decentralized Applications. | Lianhai Wang, Qihao Huang, Wei Shao, Jinpeng Wang, Xiaoqian Liu, Fansheng Wang |
| 2022 | AAAI | Contrastive Quantization with Code Memory for Unsupervised Image Retrieval. | Jinpeng Wang, Ziyun Zeng, Bin Chen, Tao Dai, Shu-Tao Xia |
| 2022 | AAAI | Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning. | Manlin Zhang, Jinpeng Wang, Andy J. Ma |
| 2022 | BMVC | Hugs Are Better Than Handshakes: Unsupervised Cross-Modal Transformer Hashing with Multi-granularity Alignment. | Jinpeng Wang, Ziyun Zeng, Bin Chen, Yuting Wang, Dongliang Liao, Gongfu Li, Yiru Wang, Shu-Tao Xia |
| 2022 | BMVC | Motion-Aware Graph Reasoning Hashing for Self-supervised Video Retrieval. | Ziyun Zeng, Jinpeng Wang, Bin Chen, Yuting Wang, Shu-Tao Xia |
| 2022 | CIKM | A Relevant and Diverse Retrieval-enhanced Data Augmentation Framework for Sequential Recommendation. | Shuqing Bian, Wayne Xin Zhao, Jinpeng Wang, Ji-Rong Wen |
| 2022 | CIKM | Multimodal Meta-Learning for Cold-Start Sequential Recommendation. | Xingyu Pan, Yushuo Chen, Changxin Tian, Zihan Lin, Jinpeng Wang, He Hu, Wayne Xin Zhao |
| 2022 | CIKM | Temporal Contrastive Pre-Training for Sequential Recommendation. | Changxin Tian, Zihan Lin, Shuqing Bian, Jinpeng Wang, Wayne Xin Zhao |
| 2022 | ECCV | MILES: Visual BERT Pre-training with Injected Language Semantics for Video-Text Retrieval. | Yuying Ge, Yixiao Ge, Xihui Liu, Jinpeng Wang, Jianping Wu, Ying Shan, Xiaohu Qie, Ping Luo |
| 2022 | WWW | Multi-task Ranking with User Behaviors for Text-video Search. | Peidong Liu, Dongliang Liao, Jinpeng Wang, Yangxin Wu, Gongfu Li, Shu-Tao Xia, Jin Xu |
| 2022 | WWW | Hybrid Contrastive Quantization for Efficient Cross-View Video Retrieval. | Jinpeng Wang, Bin Chen, Dongliang Liao, Ziyun Zeng, Gongfu Li, Shu-Tao Xia, Jin Xu |
| 2021 | AAAI | Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval. | Jinpeng Wang, Bin Chen, Qiang Zhang, Zaiqiao Meng, Shangsong Liang, Shutao Xia |
| 2021 | AAAI | Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion. | Jinpeng Wang, Yuting Gao, Ke Li, Jianguo Hu, Xinyang Jiang, Xiaowei Guo, Rongrong Ji, Xing Sun |
| 2021 | BMVC | SwinFGHash: Fine-grained Image Retrieval via Transformer-based Hashing Network. | Di Lu, Jinpeng Wang, Ziyun Zeng, Bin Chen, Shudeng Wu, Shu-Tao Xia |
| 2021 | CIKM | ST-PIL: Spatial-Temporal Periodic Interest Learning for Next Point-of-Interest Recommendation. | Qiang Cui, Chenrui Zhang, Yafeng Zhang, Jinpeng Wang, Mingchen Cai |
| 2021 | CIKM | SimpleX: A Simple and Strong Baseline for Collaborative Filtering. | Kelong Mao, Jieming Zhu, Jinpeng Wang, Quanyu Dai, Zhenhua Dong, Xi Xiao, Xiuqiang He |
| 2021 | CVPR | Removing the Background by Adding the Background: Towards Background Robust Self-Supervised Video Representation Learning. | Jinpeng Wang, Yuting Gao, Ke Li, Yiqi Lin, Andy J. Ma, Hao Cheng, Pai Peng, Feiyue Huang, Rongrong Ji, Xing Sun |
| 2021 | ICASSP | Webly Supervised Deep Attentive Quantization. | Jinpeng Wang, Bin Chen, Tao Dai, Shu-Tao Xia |
| 2021 | SIGIR | Cross-Batch Negative Sampling for Training Two-Tower Recommenders. | Jinpeng Wang, Jieming Zhu, Xiuqiang He |
| 2021 | WACV | ChartOCR: Data Extraction from Charts Images via a Deep Hybrid Framework. | Junyu Luo, Zekun Li, Jinpeng Wang, Chin-Yew Lin |
| 2020 | AAAI | Improving Entity Linking by Modeling Latent Entity Type Information. | Shuang Chen, Jinpeng Wang, Feng Jiang, Chin-Yew Lin |
| 2020 | COLING | Learning Semantic Correspondences from Noisy Data-text Pairs by Local-to-Global Alignments. | Feng Nie, Jinpeng Wang, Chin-Yew Lin |
| 2020 | ICASSP | Rethinking Temporal-Related Sample for Human Action Recognition. | Jinpeng Wang, Shiren Li, Zhikui Duan, Zhihao Yuan |
| 2020 | ICIP | Infrared-Visible Person Re-Identification Via Cross-Modality Batch Normalized Identity Embedding And Mutual Learning. | Yiqi Lin, Andy J. Ma, Jinpeng Wang |
| 2020 | ICPR | Visual Style Extraction from Chart Images for Chart Restyling. | Danqing Huang, Jinpeng Wang, Guoxin Wang, Chin-Yew Lin |
| 2020 | ICPR | Hybrid Cascade Point Search Network for High Precision Bar Chart Component Detection. | Junyu Luo, Jinpeng Wang, Chin-Yew Lin |
| 2020 | WACV | Multi-Scale Adversarial Cross-Domain Detection with Robust Discriminative Learning. | Youngsun Pan, Andy J. Ma, Yuan Gao, Jinpeng Wang, Yiqi Lin |
| 2019 | ACL | A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation. | Feng Nie, Jin-Ge Yao, Jinpeng Wang, Rong Pan, Chin-Yew Lin |
| 2019 | EMNLP | Enhancing Neural Data-To-Text Generation Models with External Background Knowledge. | Shuang Chen, Jinpeng Wang, Xiaocheng Feng, Feng Jiang, Bing Qin, Chin-Yew Lin |
| 2019 | ICIG | Spatial-Temporal Bottom-Up Top-Down Attention Model for Action Recognition. | Jinpeng Wang, Andy J. Ma |
| 2019 | INLG | An Encoder with non-Sequential Dependency for Neural Data-to-Text Generation. | Feng Nie, Jinpeng Wang, Rong Pan, Chin-Yew Lin |
| 2018 | AAAI | Mention and Entity Description Co-Attention for Entity Disambiguation. | Feng Nie, Yunbo Cao, Jinpeng Wang, Chin-Yew Lin, Rong Pan |
| 2018 | CoNLL | Aggregated Semantic Matching for Short Text Entity Linking. | Feng Nie, Shuyan Zhou, Jing Liu, Jinpeng Wang, Chin-Yew Lin, Rong Pan |
| 2018 | EMNLP | Data2Text Studio: Automated Text Generation from Structured Data. | Longxu Dou, Guanghui Qin, Jinpeng Wang, Jin-Ge Yao, Chin-Yew Lin |
| 2018 | EMNLP | Operation-guided Neural Networks for High Fidelity Data-To-Text Generation. | Feng Nie, Jinpeng Wang, Jin-Ge Yao, Rong Pan, Chin-Yew Lin |
| 2018 | EMNLP | Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data. | Guanghui Qin, Jin-Ge Yao, Xuening Wang, Jinpeng Wang, Chin-Yew Lin |
| 2018 | EWSN | Competition: Smart flooding with multichannel for industrial wireless sensor networks. | Jinpeng Wang, Hamadoun Tall, Grard Chalhoub |
| 2017 | IJCNLP | A Statistical Framework for Product Description Generation. | Jinpeng Wang, Yutai Hou, Jing Liu, Yunbo Cao, Chin-Yew Lin |
| 2017 | PAKDD | Hierarchical Mixed Neural Network for Joint Representation Learning of Social-Attribute Network. | Weizheng Chen, Jinpeng Wang, Zhuoxuan Jiang, Yan Zhang, Xiaoming Li |
| 2017 | PEMWN | Mobility support enhancement for RPL. | Jinpeng Wang, Grard Chalhoub, Michel Misson |
| 2017 | VTC | DFTR: Dynamic Fault-Tolerant Routing Protocol for Convergecast WSNs. | Grard Chalhoub, Hamadoun Tall, Jinpeng Wang, Michel Misson |
| 2016 | ACML | Non-Linear Smoothed Transductive Network Embedding with Text Information. | Weizheng Chen, Xia Zhang, Jinpeng Wang, Yan Zhang, Hongfei Yan, Xiaoming Li |
| 2015 | AAAI | Mining User Intents in Twitter: A Semi-Supervised Approach to Inferring Intent Categories for Tweets. | Jinpeng Wang, Gao Cong, Wayne Xin Zhao, Xiaoming Li |
| 2015 | ACL | User Based Aggregation for Biterm Topic Model. | Weizheng Chen, Jinpeng Wang, Yan Zhang, Hongfei Yan, Xiaoming Li |
| 2015 | ICWSM | Leveraging Product Adopter Information from Online Reviews for Product Recommendation. | Jinpeng Wang, Wayne Xin Zhao, Yulan He, Xiaoming Li |
| 2013 | CIKM | Originator or propagator?: incorporating social role theory into topic models for twitter content analysis. | Wayne Xin Zhao, Jinpeng Wang, Yulan He, Jian-Yun Nie, Xiaoming Li |
| 2013 | EMNLP | Mining New Business Opportunities: Identifying Trend related Products by Leveraging Commercial Intents from Microblogs. | Jinpeng Wang, Wayne Xin Zhao, Haitian Wei, Hongfei Yan, Xiaoming Li |
| 2008 | CW | Method for Extracting RDF(S) Sub-Ontology. | Zhuang Miao, Jinpeng Wang, Bo Zhou, Yafei Zhang, Jianjiang Lu |