CANet: Compact Attention Network for Automatic Melanoma Segmentation. - Yingyan Hou; Kaichuang Liu (MobiHealth, 2021)

A Neural Corpus Indexer for Document Retrieval. - Yujing Wang; Yingyan Hou; Haonan Wang; Ziming Miao; Shibin Wu; Qi Chen 009; Yuqing Xia; Chengmin Chi; Guoshuai Zhao; Zheng Liu 011; Xing Xie 001; Hao Sun 015; et al. (NeurIPS, 2022)

A Neural Corpus Indexer for Document Retrieval. - Yujing Wang; Yingyan Hou; Haonan Wang; Ziming Miao; Shibin Wu; Hao Sun 015; Qi Chen 009; Yuqing Xia; Chengmin Chi; Guoshuai Zhao; Zheng Liu 011; Xing Xie 001; et al. (CoRR, 2022)

Model-enhanced Vector Index. - Hailin Zhang 004; Yujing Wang; Qi Chen 009; Ruiheng Chang; Ting Zhang 002; Ziming Miao; Yingyan Hou; Yang Ding; Xupeng Miao; Haonan Wang; Bochen Pang; Yuefeng Zhan; et al. (NeurIPS, 2023)

Towards Verifiable Text Generation with Evolving Memory and Self-Reflection. - Hao Sun 015; Hengyi Cai; Bo Wang; Yingyan Hou; Xiaochi Wei; Shuaiqiang Wang; Yan Zhang 117; Dawei Yin (EMNLP, 2024)

Retrieved In-Context Principles from Previous Mistakes. - Hao Sun 015; Yong Jiang 005; Bo Wang; Yingyan Hou; Yan Zhang 117; Pengjun Xie; Fei Huang 002 (EMNLP, 2024)

Quartet Logic: A Four-Step Reasoning (QLFR) framework for advancing Short Text Classification. - Hui Wu; Yuanben Zhang; Zhonghe Han; Yingyan Hou; Lei Wang; Siye Liu; Qihang Gong; Yunping Ge (CoRR, 2024)

MetaTra: Meta-Learning for Generalized Trajectory Prediction in Unseen Domain. - Xiaohe Li; Feilong Huang; Zide Fan; Fangli Mou; Yingyan Hou; Chen Qian 003; Lijie Wen 001 (CoRR, 2024)

C2INet: Realizing Incremental Trajectory Prediction with Prior-Aware Continual Causal Intervention. - Xiaohe Li; Feilong Huang; Zide Fan; Fangli Mou; Leilei Lin; Yingyan Hou; Lijie Wen 001 (CoRR, 2024)

Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval. - Hao Sun 015; Yingyan Hou; Jiayan Guo; Bo Wang; Chunyu Yang; Jinsong Ni; Yan Zhang 117 (ACL (1), 2025)

Traffic speed prediction network based on multi-view spatio-temporal graph convolution network. - Chenyang Cao; Yin-Xin Bao; Yingyan Hou; Quan Shi (Comput. Electr. Eng., 2025)

CoT-driven framework for short text classification: Enhancing and transferring capabilities from large to smaller model. - Hui Wu; Yuanben Zhang; Zhonghe Han; Yingyan Hou; Lei Wang; Siye Liu; Qihang Gong; Yunping Ge (Knowl. Based Syst., 2025)

DHANet: Dual-Stream Hierarchical Interaction Networks for Multimodal Drone Object Detection. - Xin Wu 001; Li Wang 039; Jian Guan; Haoyang Ji; Lianming Xu; Yingyan Hou; Aiguo Fei (IEEE Trans. Geosci. Remote. Sens., 2025)

Language-Guided Object Localization via Refined Spotting Enhancement in Remote Sensing Imagery. - Peirong Zhang; Yidan Zhang; Hui Wu; Xiaoxuan Liu; Yingyan Hou; Lei Wang (IEEE Trans. Geosci. Remote. Sens., 2025)

Model Evolution Framework with Genetic Algorithm for Multi-Task Reinforcement Learning. - Yan Yu; Wengang Zhou 001; Yaodong Yang 001; Wanxuan Lu; Yingyan Hou; Houqiang Li (CoRR, 2025)

ZeroSearch: Incentivize the Search Capability of LLMs without Searching. - Hao Sun 015; Zile Qiao; Jiayan Guo; Xuanbo Fan; Yingyan Hou; Yong Jiang 005; Pengjun Xie; Yan Zhang 117; Fei Huang 002; Jingren Zhou 001 (CoRR, 2025)