Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing.

Zhuoning Guo

Tingyu Song Yanzhao Zhang Mingxin Li Zhuoning Guo Dingkun Long Pengjun Xie Siyue Zhang Yilun Zhao 0001 Shu Wu Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing. 2026 January abs/2601.16125 CoRR https://doi.org/10.48550/arXiv.2601.16125 db/journals/corr/corr2601.html#abs-2601-16125 streams/journals/corr

Qiuchen Wang Shihang Wang Yu Zeng Qiang Zhang Fanrui Zhang Zhuoning Guo Bosi Zhang Wenxuan Huang 0001 Lin Chen Zehui Chen Pengjun Xie Ruixue Ding VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph. 2026 February abs/2602.12735 CoRR https://doi.org/10.48550/arXiv.2602.12735 db/journals/corr/corr2602.html#abs-2602-12735 streams/journals/corr

Zhuoning Guo Le Zhang 0010 Hengshu Zhu Weijia Zhang 0003 Hui Xiong 0001 Hao Liu 0026 Labor Migration Modeling Through Large-Scale Job Query Data. 162-174 2025 PAKDD (1) https://doi.org/10.1007/978-981-96-8170-9_13 conf/pakdd/2025-1 db/conf/pakdd/pakdd2025-1.html#GuoZZZXL25 streams/conf/pakdd

Zhuoning Guo Guangxing Chen Qian Gao Xiaochao Liao Jianjia Zheng Lu Shen Hao Liu 0026 GPU-accelerated Multi-relational Parallel Graph Retrieval for Web-scale Recommendations. 2025 February abs/2502.11490 CoRR https://doi.org/10.48550/arXiv.2502.11490 db/journals/corr/corr2502.html#abs-2502-11490 streams/journals/corr

Zhuoning Guo Mingxin Li Yanzhao Zhang Dingkun Long Pengjun Xie Xiaowen Chu 0001 Towards Universal Video Retrieval: Generalizing Video Embedding via Synthesized Multimodal Pyramid Curriculum. 2025 October abs/2510.27571 CoRR https://doi.org/10.48550/arXiv.2510.27571 db/journals/corr/corr2510.html#abs-2510-27571 streams/journals/corr

Wenshuo Chao Zhaopeng Qiu Likang Wu Zhuoning Guo Zhi Zheng 0008 Hengshu Zhu Hao Liu 0026 A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction. 19813-19822 2024 AAAI https://doi.org/10.1609/aaai.v38i18.29956 conf/aaai/2024 db/conf/aaai/aaai2024.html#ChaoQWGZZL24 Zhuoning Guo Duanyi Yao Qiang Yang Hao Liu 0026 HiFGL: A Hierarchical Framework for Cross-silo Cross-device Federated Graph Learning. 968-979 2024 KDD https://doi.org/10.1145/3637528.3671660 conf/kdd/2024 db/conf/kdd/kdd2024.html#GuoYYL24

Zhuoning Guo Duanyi Yao Qiang Yang Hao Liu 0026 HiFGL: A Hierarchical Framework for Cross-silo Cross-device Federated Graph Learning. 2024 abs/2406.10616 CoRR https://doi.org/10.48550/arXiv.2406.10616 db/journals/corr/corr2406.html#abs-2406-10616 streams/journals/corr

Zhuoning Guo Hao Liu 0026 Le Zhang 0010 Qi Zhang 0053 Hengshu Zhu Hui Xiong 0001 Convergence-aware Clustered Federated Graph Learning Framework for Collaborative Inter-company Labor Market Forecasting. 2024 abs/2409.19545 CoRR https://doi.org/10.48550/arXiv.2409.19545 db/journals/corr/corr2409.html#abs-2409-19545 streams/journals/corr

Zhuoning Guo Le Zhang 0010 Hengshu Zhu Weijia Zhang 0003 Hui Xiong 0001 Hao Liu 0026 Labor Migration Modeling through Large-scale Job Query Data. 2024 abs/2410.02639 CoRR https://doi.org/10.48550/arXiv.2410.02639 db/journals/corr/corr2410.html#abs-2410-02639 streams/journals/corr

Zhuoning Guo Ruiqian Han Hao Liu 0026 Against Multifaceted Graph Heterogeneity via Asymmetric Federated Prompt Learning. 2024 abs/2411.02003 CoRR https://doi.org/10.48550/arXiv.2411.02003 db/journals/corr/corr2411.html#abs-2411-02003 streams/journals/corr

Wenyuan Kong Zhaoyun Jiang Shizhao Sun Zhuoning Guo Weiwei Cui 0001 Ting Liu 0002 Jianguang Lou Dongmei Zhang 0001 Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference. 3093-3104 2023 June 29 IEEE Trans. Vis. Comput. Graph. 6 https://doi.org/10.1109/TVCG.2022.3151617 db/journals/tvcg/tvcg29.html#KongJSGCLLZ23

Yang Liu 0165 Yu Rong 0001 Zhuoning Guo Nuo Chen 0001 Tingyang Xu Fugee Tsung Jia Li 0009 Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax. 14347-14355 2023 AAAI https://doi.org/10.1609/aaai.v37i12.26678 conf/aaai/2023 db/conf/aaai/aaai2023.html#LiuRGCXTL23 Zhuoning Guo Hao Liu 0026 Le Zhang 0010 Qi Zhang 0053 Hengshu Zhu Hui Xiong 0001 Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning. 2957-2967 2022 KDD https://doi.org/10.1145/3534678.3539139 https://www.wikidata.org/entity/Q131012641 conf/kdd/2022 db/conf/kdd/kdd2022.html#GuoLZZZX22

Yang Liu 0165 Yu Rong 0001 Zhuoning Guo Nuo Chen 0001 Tingyang Xu Fugee Tsung Jia Li 0009 Human Mobility Modeling During the COVID-19 Pandemic via Deep Graph Diffusion Infomax. 2022 abs/2212.05707 CoRR https://doi.org/10.48550/arXiv.2212.05707 db/journals/corr/corr2212.html#abs-2212-05707

Wenshuo Chao Guangxing Chen Lin Chen Nuo Chen 0001 Zehui Chen Xiaowen Chu 0001 Weiwei Cui 0001 Ruixue Ding Qian Gao Ruiqian Han Wenxuan Huang 0001 Zhaoyun Jiang Wenyuan Kong Jia Li 0009 Mingxin Li Xiaochao Liao Hao Liu 0026 Ting Liu 0002 Yang Liu 0165 Dingkun Long Jianguang Lou Zhaopeng Qiu Yu Rong 0001 Lu Shen Tingyu Song Shizhao Sun Fugee Tsung Qiuchen Wang Shihang Wang Likang Wu Shu Wu Pengjun Xie Hui Xiong 0001 Tingyang Xu Qiang Yang Duanyi Yao Yu Zeng Bosi Zhang Dongmei Zhang 0001 Fanrui Zhang Le Zhang 0010 Qi Zhang 0053 Qiang Zhang Siyue Zhang Weijia Zhang 0003 Yanzhao Zhang Yilun Zhao 0001 Jianjia Zheng Zhi Zheng 0008 Hengshu Zhu