| 2026 | DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent. | Tongzhou Wu, Yuhao Wang, Xinyu Ma, Xiuqiang He, Shuaiqiang Wang, Dawei Yin, Xiangyu Zhao |
| 2026 | SynDiSC: High-Quality Tabular Data Synthesis with Distributional and Semantic Consistency. | Fan Wu, Haoye Pan, Hao Wu, Kai Qian, Shucheng Li, Feng Lyu |
| 2026 | Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries. | Yin Wu, Quanyu Long, Jing Li, Jianfei Yu, Wenya Wang |
| 2026 | Bridging Passive and Active: Enhancing Conversation Starter Recommendation via Active Expression Modeling. | Yiqing Wu, Haoming Li, Guanyu Jiang, Jiahao Liang, Yongchun Zhu, Jingwu Chen, Feng Zhang |
| 2026 | Beyond Static Diffusion: Explicitly Modeling Temporal Patterns in Sequential Recommendation. | Yao Wu, Chengyi Liu, Wenqi Fan, Rui Zhang |
| 2026 | AgentSearch: Indexing, Retrieval, and Ranking of AI Agents. | Bin Wu, To Eun Kim, Yue Feng, Fernando Diaz, Zhaochun Ren, Emine Yilmaz |
| 2026 | Cross-Domain Preference Transfer for Promoting Engagement with Built-in Chatbots. | Tianyu Wu, Guanyu Jiang, Hongwei Zheng, Haoming Li, Yongchun Zhu, Jingwu Chen, Feng Zhang |
| 2026 | From Existence to Exhaustiveness: Unveiling the Compounding Failures of LLMs in Multi-answer Event Temporal Reasoning. | Shaojuan Wu |
| 2026 | Characterising the Effects of Social Conformity on Information Seeking in Mixed Human-AI Environments. | Nethmi Wijesinghe |
| 2026 | From Single- to Cross-Document: Benchmarking Multi-Granularity Event Analysis of Large Language Models. | Tao Wen, Shuai Shao, Pei Ke, Xu Han, Jie Zou, Guannan Li, Tao Tian, Jinjie Qiu, Lan Wang, Ke Qin |
| 2026 | SmartSearch: Process Reward-Guided Query Refinement for Search Agents. | Tongyu Wen, Guanting Dong, Zhicheng Dou |
| 2026 | From Search to Ask to Act: The Evolution of Information Access in the Age of Large Models and Agents. | Ji-Rong Wen |
| 2026 | CARD: Non-Uniform Quantization of Visual Semantic Unit for Generative Recommendation. | Yibiao Wei, Jie Zou, Pengfei Zhang, Xiao Ao, Weikang Guo, Zeyu Ma, Yang Yang |
| 2026 | Fusion and Alignment Enhancement with Large Language Models for Tail-item Sequential Recommendation. | Zhifu Wei, Yizhou Dang, Guibing Guo, Chuang Zhao, Zhu Sun |
| 2026 | Task-Aware Automated User Profile Generation for Recommendation Simulation Using Large Language Models. | Xinye Wanyan, Chenglong Ma, Danula Hettiachchi, Ziqi Xu, Jeffrey Chan |
| 2026 | One-Pass Decoding for Generative Recommendation with WFST-Constrained A* Search. | Puji Wang, Yingchen Zhang, Ruqing Zhang, Jiafeng Guo, Xueqi Cheng |
| 2026 | PurifAI: Detecting and Fixing Search-Induced Distortions in Web-Augmented LLMs. | Guoqing Wang, Zhao Zhang, Zeyu Sun, Xiaofei Xie, Yizhou Chen, Yanchao Tan, Dan Hao |
| 2026 | TRACE: Term-level Reasoning And Chain-of-thought Enhanced distillation for E-commerce Multi-modal Relevance Learning. | Chenxu Wang, Chi Zhang, Fangyi Liang, Jianzhi Shao, Manyi Wang, Tao Zhang |
| 2026 | GFlowGR: Fine-tuning Generative Recommendation Frameworks with Generative Flow Networks. | Yejing Wang, Shengyu Zhou, Jinyu Lu, Qidong Liu, Xinhang Li, Wenlin Zhang, Feng Li, Pengjie Wang, Chuan Yu, Jian Xu, Bo Zheng, Xiangyu Zhao |
| 2026 | DIVER: Unlocking Diversity in Ad Headline Generation with Large Language Models. | Chang Wang, Siyu Yan, Depeng Yuan, Yuqi Chen, Yanhua Huang, Yuanhang Zheng, Shuhao Li, Yinqi Zhang, Kedi Chen, Mingrui Zhu, Ruiwen Xu |
| 2026 | Multimodal Large Language Models with Adaptive Preference Optimization for Sequential Recommendation. | Yu Wang, Yonghui Yang, Le Wu, Yi Zhang, Fei Liu, Richang Hong |
| 2026 | Understanding DNNs in Feature Interaction Models: A Dimensional Collapse Perspective. | Jiancheng Wang, Mingjia Yin, Hao Wang, Enhong Chen |
| 2026 | Towards Efficient and Generalizable Retrieval: Adaptive Semantic Quantization and Residual Knowledge Transfer. | Huimu Wang, Xingzhi Yao, Yiming Qiu, Qinghong Zhang, Haotian Wang, Yufan Cui, Songlin Wang, Sulong Xu, Mingming Li |
| 2026 | Rethinking Semantic-Collaborative Integration: Why Alignment Is Not Enough. | Maolin Wang, Dongze Wu, Jianing Zhou, Hongyu Chen, Beining Bao, Yu Jiang, Chenbin Zhang, Chang Wang, Jian Liu, Lei Sha |
| 2026 | FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs. | Yan Wang, Keyi Wang, Shanshan Yang, Jaisal Patel, Jeff Zhao, Fengran Mo, Xueqing Peng, Lingfei Qian, Yankai Chen, Vctor Gutirrez-Basulto, Jimin Huang, Guojun Xiong, Xiao-Yang Liu, Jian-Yun Nie |