| 2026 | Cheaper is Better: A Discount-Aware Network for Conversion Rate Prediction in E-commerce Recommendation System. | Ruocong Tang, Yang Huang, Xing Fang, Chenyi Yan, Chuike Sun, Jing Wang |
| 2026 | JFinTEB: Japanese Financial Text Embedding Benchmark. | Masahiro Suzuki, Hiroki Sakaji |
| 2026 | SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation. | Weihang Su, Anzhe Xie, Qingyao Ai, Jianming Long, Xuanyi Chen, Jiaxin Mao, Ziyi Ye, Yiqun Liu |
| 2026 | Beyond Exposure Diversity: Debiasing News Consumption With Topic-Locality Calibration and Personalized Preview Nudges. | Ruixuan Sun, Matthew Zent, Minzhu Zhao, Xinyi Li, Thanmayee Boyapati, Joseph A. Konstan |
| 2026 | KARMA: Knowledge-Action Regularized Multimodal Alignment for Personalized Search at Taobao. | Zhi Sun, Wenming Zhang, Yi Wei, Liren Yu, Zhixuan Zhang, Dan Ou, Haihong Tang |
| 2026 | Breaking the Relevance-Diversity Seesaw: Hierarchical LLM Reasoning with RL for Industrial Novelty Recommendation. | Ying Sun, Yanyan Zou, Xiao Wang, Hanchuan Xu, Xuanhua Yang, Sulong Xu, Junbo Qi, Shengjie Li |
| 2026 | Distribution-aware Re-representations for Multi-Scenario Recommendations. | Qi Sun, Yulin Xu, Zelin Wang, Xiaoyu Kang, Keyan Jin, Jiechao Gao |
| 2026 | OCP: Orthogonal Constrained Projection for Sparse Scaling in Industrial Commodity Recommendation. | Chen Sun, Beilin Xu, Boheng Tan, Jiacheng Wang, Yuefeng Sun, Rite Bo, Ying He, Yaqiang Zang, Pinghua Gong |
| 2026 | PGSF: Profile-Guided Semantic Fusion for Decoupled Industrial Pre-Ranking. | Chuike Sun, Nan Xu, Xing Fang, Yang Huang, Jing Wang, Junzhou Chen |
| 2026 | Deep Search with Hierarchical Meta-Cognitive Monitoring Inspired by Cognitive Neuroscience. | Zhongxiang Sun, Qipeng Wang, Weijie Yu, Jingxuan Yang, Haolang Lu, Jun Xu |
| 2026 | Beyond Item IDs: Scaling Short-Form-Video Recommendation via Semantic-Native Long Sequence Modeling. | Ruixiao Sun, Diego Uribe Mora, Zhimeng Jiang, Yuanzhen Lin, Jiarui Wang, Yuening Li, Danfeng Guo, Zhizhong Chen, Chuan He, Liang Liu |
| 2026 | VulGen: Workshop on Vulnerabilities in Generative Systems for Information Retrieval. | Shuoqi Sun, Sara Allawati, Laura Dietz, Madhurima Khirbat, Bhaskar Mitra, Maarten de Rijke, Damiano Spina |
| 2026 | HE-DeepFM: An FHE Inference System for CTR Prediction with Efficient FM Interactions. | Qiyue Su, Hang Gu, Zhiguang Wang, Teng Wang, Zhendong Zheng, Qianyu Cheng, Lei Gong, Chao Wang |
| 2026 | Enhancing Judgment Document Generation via Agentic Legal Information Collection and Rubric-Guided Optimization. | Weihang Su, Xuanyi Chen, Yueyue Wu, Qingyao Ai, Yiqun Liu |
| 2026 | Consensus-Anchored Expansion for Noise-Resilient Re-ranking. | Nischal Subedi, Cencheng Shen |
| 2026 | The LLM Effect on IR Benchmarks: A Meta-Analysis of Effectiveness, Baselines, and Contamination. | Moritz Staudinger, Wojciech Kusa, Allan Hanbury |
| 2026 | WISE: A Multimodal Search Engine for Visual Scenes, Audio, Objects, Faces, Speech, and Metadata. | Prasanna Sridhar, Horace Lee, David M. S. Pinto, Andrew Zisserman, Abhishek Dutta |
| 2026 | Looking for the Bottleneck in Fine-grained Temporal Relation Classification. | Hugo Sousa, Ricardo Campos, Alipio Jorge |
| 2026 | Uncertainty Quantification for Retrieval-Augmented Reasoning. | Heydar Soudani, Hamed Zamani, Faegheh Hasibi |
| 2026 | Information Seeking Behavior in LLM-Based RAG: Mental Models and Missing Information. | Bruno Nadalic Sotic, Jaap Kamps |
| 2026 | Hierarchical Embedding Fusion for Retrieval-Augmented Code Generation. | Nikita Sorokin, Ivan Sedykh, Valentin Malykh |
| 2026 | SAGE: Solver-Aligned Guided Exploration. | Nikita Sorokin, Ivan Sedykh, Timur Ionov, Valentin Malykh |
| 2026 | Mitigating Structural Overfitting: A Distribution-Aware Rectification Framework for Missing Feature Imputation. | Yifan Song, Fenglin Yu, Yihong Luo, Xingjian Tao, Siya Qiu, Kai Han, Jing Tang |
| 2026 | DisCoRec: Disentangled Conformity-aware Recommendation with LLM-Guided Multi-View Learning. | Minkyung Song, Soyoung Park, Sungsu Lim |
| 2026 | AdversarialCoT: Single-Document Retrieval Poisoning for LLM Reasoning. | Hongru Song, Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Yixing Fan, Xueqi Cheng |