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Yingyan Hou
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2020 – today
- 2025
[j6]Chenyang Cao, Yin-Xin Bao, Yingyan Hou, Quan Shi
:
Traffic speed prediction network based on multi-view spatio-temporal graph convolution network. Comput. Electr. Eng. 127: 110558 (2025)
[j5]Hui Wu
, Yuanben Zhang, Zhonghe Han, Yingyan Hou, Lei Wang, Siye Liu, Qihang Gong, Yunping Ge:
CoT-driven framework for short text classification: Enhancing and transferring capabilities from large to smaller model. Knowl. Based Syst. 311: 113057 (2025)
[j4]Yilu Shi
, Lianming Xu
, Pengfei Wang, Xin Wu
, Li Wang
, Yingyan Hou
:
Real-Time Anomaly Detection of Electricity Time Series Data Based on Future-Guidance Network. IEEE Signal Process. Lett. 32: 3660-3664 (2025)
[j3]Zhongyan Hou
, Chubo Deng
, Qiwei Yan, Xiaorui Liu, Tong Ling
, Wanxuan Lu
, Hongfeng Yu
, Yingyan Hou
, Xian Sun
:
Scene-Specific Multiprototype Network for Remote Sensing Scene Graph Generation. IEEE Trans. Geosci. Remote. Sens. 63: 1-21 (2025)
[j2]Xin Wu
, Li Wang
, Jian Guan, Haoyang Ji, Lianming Xu
, Yingyan Hou
, Aiguo Fei:
DHANet: Dual-Stream Hierarchical Interaction Networks for Multimodal Drone Object Detection. IEEE Trans. Geosci. Remote. Sens. 63: 1-13 (2025)
[j1]Peirong Zhang
, Yidan Zhang
, Hui Wu
, Xiaoxuan Liu
, Yingyan Hou, Lei Wang:
Language-Guided Object Localization via Refined Spotting Enhancement in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025)
[c8]Hao Sun, Yingyan Hou, Jiayan Guo, Bo Wang, Chunyu Yang, Jinsong Ni, Yan Zhang:
Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval. ACL (1) 2025: 23935-23945
[c7]Hao Sun, Zile Qiao, Bo Wang, Guoxin Chen, Yingyan Hou, Yong Jiang, Pengjun Xie, Fei Huang, Yan Zhang:
DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling. EMNLP 2025: 4465-4478
[c6]Hui Wu
, Haoquan Zhai
, Yuchen Li
, Hengyi Cai
, Peirong Zhang
, Yidan Zhang
, Lei Wang
, Chunle Wang
, Yingyan Hou
, Shuaiqiang Wang
, Dawei Yin
:
MARA: A Multimodal Adaptive Retrieval-Augmented Framework for Document Question Answering. ACM Multimedia 2025: 4329-4338
[i10]Yan Yu, Wengang Zhou, Yaodong Yang, Wanxuan Lu, Yingyan Hou, Houqiang Li:
Model Evolution Framework with Genetic Algorithm for Multi-Task Reinforcement Learning. CoRR abs/2502.13569 (2025)
[i9]Hao Sun, Zile Qiao, Jiayan Guo, Xuanbo Fan, Yingyan Hou, Yong Jiang, Pengjun Xie, Yan Zhang, Fei Huang, Jingren Zhou:
ZeroSearch: Incentivize the Search Capability of LLMs without Searching. CoRR abs/2505.04588 (2025)
[i8]Hao Sun, Zile Qiao, Bo Wang, Guoxin Chen, Yingyan Hou, Yong Jiang, Pengjun Xie, Fei Huang, Yan Zhang:
DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling. CoRR abs/2510.21712 (2025)- 2024
[c5]Hao Sun, Yong Jiang, Bo Wang, Yingyan Hou, Yan Zhang, Pengjun Xie, Fei Huang:
Retrieved In-Context Principles from Previous Mistakes. EMNLP 2024: 8155-8169
[c4]Hao Sun, Hengyi Cai, Bo Wang, Yingyan Hou, Xiaochi Wei, Shuaiqiang Wang, Yan Zhang, Dawei Yin:
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection. EMNLP 2024: 8211-8227
[i7]Hui Wu, Yuanben Zhang, Zhonghe Han, Yingyan Hou, Lei Wang, Siye Liu, Qihang Gong, Yunping Ge:
Quartet Logic: A Four-Step Reasoning (QLFR) framework for advancing Short Text Classification. CoRR abs/2401.03158 (2024)
[i6]Xiaohe Li, Feilong Huang, Zide Fan, Fangli Mou, Yingyan Hou, Chen Qian, Lijie Wen
:
MetaTra: Meta-Learning for Generalized Trajectory Prediction in Unseen Domain. CoRR abs/2402.08221 (2024)
[i5]Hao Sun, Yong Jiang, Bo Wang, Yingyan Hou, Yan Zhang, Pengjun Xie, Fei Huang:
Retrieved In-Context Principles from Previous Mistakes. CoRR abs/2407.05682 (2024)
[i4]Xiaohe Li, Feilong Huang, Zide Fan, Fangli Mou, Leilei Lin, Yingyan Hou, Lijie Wen:
C2INet: Realizing Incremental Trajectory Prediction with Prior-Aware Continual Causal Intervention. CoRR abs/2411.12313 (2024)- 2023
[c3]Hailin Zhang, Yujing Wang, Qi Chen, Ruiheng Chang, Ting Zhang, Ziming Miao, Yingyan Hou, Yang Ding, Xupeng Miao, Haonan Wang, Bochen Pang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Xing Xie, Mao Yang, Bin Cui:
Model-enhanced Vector Index. NeurIPS 2023
[i3]Hailin Zhang, Yujing Wang, Qi Chen, Ruiheng Chang, Ting Zhang, Ziming Miao, Yingyan Hou, Yang Ding, Xupeng Miao, Haonan Wang, Bochen Pang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Xing Xie, Mao Yang, Bin Cui:
Model-enhanced Vector Index. CoRR abs/2309.13335 (2023)
[i2]Hao Sun, Hengyi Cai, Bo Wang, Yingyan Hou, Xiaochi Wei, Shuaiqiang Wang, Yan Zhang, Dawei Yin:
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection. CoRR abs/2312.09075 (2023)- 2022
[c2]Yujing Wang, Yingyan Hou, Haonan Wang, Ziming Miao, Shibin Wu, Qi Chen, Yuqing Xia, Chengmin Chi, Guoshuai Zhao, Zheng Liu, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Mao Yang:
A Neural Corpus Indexer for Document Retrieval. NeurIPS 2022
[i1]Yujing Wang, Yingyan Hou, Haonan Wang, Ziming Miao, Shibin Wu, Hao Sun, Qi Chen, Yuqing Xia, Chengmin Chi, Guoshuai Zhao, Zheng Liu
, Xing Xie, Hao Allen Sun, Weiwei Deng, Qi Zhang, Mao Yang:
A Neural Corpus Indexer for Document Retrieval. CoRR abs/2206.02743 (2022)- 2021
[c1]Yingyan Hou
, Kaichuang Liu:
CANet: Compact Attention Network for Automatic Melanoma Segmentation. MobiHealth 2021: 329-342
Coauthor Index

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