| 2026 | EACL | Adaptive Data Flywheel: Applying MAPE Control Loops to AI Agent Improvement. | Aaditya Shukla, Sidney Knowles, Meenakshi Madugula, David Farris, Ryan Angilly, Santiago Pombo, Lu An, Anbang Xu, Abhinav Balasubramanian, Tan Yu, Jiaxiang Ren, Rama Akkiraju |
| 2025 | AAAI | KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing. | Shu Zhao, Tan Yu, Xiaoshuai Hao, Wenchao Ma, Vijaykrishnan Narayanan |
| 2025 | KDD | Agentic AI for Enterprise: Emerging Applications and Real-world Challenges. | Anbang Xu, Min Du, Tan Yu, Meghana Puvvadi, Tao Yu, Yufan Guo, Xinyun Chen, Justin Gottschlich |
| 2024 | CIKM | Generative AI and Retrieval-Augmented Generation (RAG) Systems for Enterprise. | Anbang Xu, Tan Yu, Min Du, Pritam Gundecha, Yufan Guo, Xinliang Zhu, May Wang, Ping Li, Xinyun Chen |
| 2024 | SIGIR | Multimodal Representation and Retrieval [MRR 2024]. | Xinliang Zhu, Arnab Dhua, Douglas Gray, I. Zeki Yalniz, Tan Yu, Mohamed Elhoseiny, Bryan A. Plummer |
| 2022 | AAAI | Efficient Compact Bilinear Pooling via Kronecker Product. | Tan Yu, Yunfeng Cai, Ping Li |
| 2022 | BMVC | BOAT: Bilateral Local Attention Vision Transformer. | Tan Yu, Gangming Zhao, Ping Li, Yizhou Yu |
| 2022 | CIKM | Texture BERT for Cross-modal Texture Image Retrieval. | Zelai Xu, Tan Yu, Ping Li |
| 2022 | CIKM | Multi-scale Multi-modal Dictionary BERT For Effective Text-image Retrieval in Multimedia Advertising. | Tan Yu, Jie Liu, Zhipeng Jin, Yi Yang, Hongliang Fei, Ping Li |
| 2022 | ICLR | Constructing Orthogonal Convolutions in an Explicit Manner. | Tan Yu, Jun Li, Yunfeng Cai, Ping Li |
| 2022 | ICTIR | U-BERT for Fast and Scalable Text-Image Retrieval. | Tan Yu, Hongliang Fei, Ping Li |
| 2022 | KDD | EGM: Enhanced Graph-based Model for Large-scale Video Advertisement Search. | Tan Yu, Jie Liu, Yi Yang, Yi Li, Hongliang Fei, Ping Li |
| 2022 | NAACL | Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval. | Jiaheng Liu, Tan Yu, Hanyu Peng, Mingming Sun, Ping Li |
| 2022 | SIGIR | Cross-Probe BERT for Fast Cross-Modal Search. | Tan Yu, Hongliang Fei, Ping Li |
| 2022 | WACV | S | Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li |
| 2022 | SDM | Sensitivity-aware Distance Measurement for Boosting Metric Learning. | Haoliang Liu, Tan Yu, Ping Li |
| 2021 | AAAI | Fast and Compact Bilinear Pooling by Shifted Random Maclaurin. | Tan Yu, Xiaoyun Li, Ping Li |
| 2021 | BMVC | MVT: Multi-view Vision Transformer for 3D Object Recognition. | Shuo Chen, Tan Yu, Ping Li |
| 2021 | BMVC | Rethinking Token-Mixing MLP for MLP-based Vision Backbone. | Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li |
| 2021 | CIKM | Multiple Exemplars Learning for Fast Image Retrieval. | Tan Yu, Ping Li |
| 2021 | CIKM | MixBERT for Image-Ad Relevance Scoring in Advertising. | Tan Yu, Xiaokang Li, Jianwen Xie, Ruiyang Yin, Qing Xu, Ping Li |
| 2021 | CIKM | Assorted Attention Network for Cross-Lingual Language-to-Vision Retrieval. | Tan Yu, Yi Yang, Hongliang Fei, Yi Li, Xiaodong Chen, Ping Li |
| 2021 | CIKM | Multi-modal Dictionary BERT for Cross-modal Video Search in Baidu Advertising. | Tan Yu, Yi Yang, Yi Li, Lin Liu, Mingming Sun, Ping Li |
| 2021 | EMNLP | Inflate and Shrink: Enriching and Reducing Interactions for Fast Text-Image Retrieval. | Haoliang Liu, Tan Yu, Ping Li |
| 2021 | ICDE | TIRA in Baidu Image Advertising. | Tan Yu, Xuemeng Yang, Yan Jiang, Hongfang Zhang, Weijie Zhao, Ping Li |
| 2021 | NAACL | Cross-lingual Cross-modal Pretraining for Multimodal Retrieval. | Hongliang Fei, Tan Yu, Ping Li |
| 2021 | SIGIR | Heterogeneous Attention Network for Effective and Efficient Cross-modal Retrieval. | Tan Yu, Yi Yang, Yi Li, Lin Liu, Hongliang Fei, Ping Li |
| 2021 | UAI | Efficient greedy coordinate descent via variable partitioning. | Huang Fang, Guanhua Fang, Tan Yu, Ping Li |
| 2020 | ECCV | Toward Faster and Simpler Matrix Normalization via Rank-1 Update. | Tan Yu, Yunfeng Cai, Ping Li |
| 2020 | KDD | Combo-Attention Network for Baidu Video Advertising. | Tan Yu, Yi Yang, Yi Li, Xiaodong Chen, Mingming Sun, Ping Li |
| 2019 | ICCV | Temporal Structure Mining for Weakly Supervised Action Detection. | Tan Yu, Zhou Ren, Yuncheng Li, Enxu Yan, Ning Xu, Junsong Yuan |
| 2018 | CVPR | Multi-View Harmonized Bilinear Network for 3D Object Recognition. | Tan Yu, Jingjing Meng, Junsong Yuan |
| 2018 | ECCV | Product Quantization Network for Fast Image Retrieval. | Tan Yu, Junsong Yuan, Chen Fang, Hailin Jin |
| 2017 | AAAI | Efficient Object Instance Search Using Fuzzy Objects Matching. | Tan Yu, Yuwei Wu, Sreyasee Das Bhattacharjee, Junsong Yuan |
| 2017 | CVPR | HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos. | Tan Yu, Yuwei Wu, Junsong Yuan |
| 2017 | ICCV | Compressive Quantization for Fast Object Instance Search in Videos. | Tan Yu, Zhenzhen Wang, Junsong Yuan |
| 2017 | IJCAI | Is My Object in This Video? Reconstruction-based Object Search in Videos. | Tan Yu, Jingjing Meng, Junsong Yuan |
| 2014 | ASPDAC | Time-domain performance bound analysis for analog and interconnect circuits considering process variations. | Tan Yu, Sheldon X.-D. Tan, Yici Cai, Puying Tang |
| 2014 | DAC | Physics-based Electromigration Assessment for Power Grid Networks. | Xin Huang, Tan Yu, Valeriy Sukharev, Sheldon X.-D. Tan |