MCRN: A Multi-source Cross-modal Retrieval Network for remote sensing. - Zhiqiang Yuan; Wenkai Zhang; Changyuan Tian; Yongqiang Mao; Ruixue Zhou; Hongqi Wang; Kun Fu 001; Xian Sun (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Adaptive event-triggered consensus of multi-agent systems with general linear dynamics. - Changyuan Tian; Kaien Liu; Zhijian Ji (Int. J. Syst. Sci., 2022)

Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information. - Zhiqiang Yuan; Wenkai Zhang; Changyuan Tian; Xuee Rong; Zhengyuan Zhang; Hongqi Wang; Kun Fu 001; Xian Sun (IEEE Trans. Geosci. Remote. Sens., 2022)

Thinking Like an Expert: Multimodal Hypergraph-of-Thought (HoT) Reasoning to boost Foundation Modals. - Fanglong Yao; Changyuan Tian; Jintao Liu; Zequn Zhang; Qing Liu 021; Li Jin 001; Shuchao Li; Xiaoyu Li 004; Xian Sun (CoRR, 2023)

Hypergraph-Enhanced Textual-Visual Matching Network for Cross-Modal Remote Sensing Image Retrieval via Dynamic Hypergraph Learning. - Fanglong Yao; Xian Sun; Nayu Liu; Changyuan Tian; Liangyu Xu; Leiyi Hu; Chibiao Ding (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Tackling higher-order relations and heterogeneity: Dynamic heterogeneous hypergraph network for spatiotemporal activity prediction. - Changyuan Tian; Zequn Zhang; Fanglong Yao; Zhi Guo; Shiyao Yan; Xian Sun (Neural Networks, 2023)

Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal. - Zhicong Lu; Li Jin 001; Peiguang Li; Yu Tian; Linhao Zhang; Sirui Wang; Guangluan Xu; Changyuan Tian; Xunliang Cai (EMNLP, 2024)

LollipopE: Bi-centered lollipop embedding for complex logic query on knowledge graph. - Shiyao Yan; Changyuan Tian; Zequn Zhang; Guangluan Xu (Neural Networks, 2024)

Relation-Aware Multi-Pass Comparison Deconfounded Network for Change Captioning. - Zhicong Lu; Li Jin 001; Ziwei Chen; Changyuan Tian; Xian Sun; Xiaoyu Li 004; Yi Zhang 083; Qi Li; Guangluan Xu (IEEE Trans. Circuits Syst. Video Technol., 2024)

HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting. - Changyuan Tian; Zhicong Lu; Zequn Zhang; Heming Yang 003; Wei Cao; Zhi Guo; Xian Sun; Li Jin 001 (AAAI, 2025)

PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning. - Zhicong Lu; Changyuan Tian; PeiguangLi PeiguangLi; Li Jin 001; Sirui Wang; Wei Jia; Ying Shen; Guangluan Xu (ACL (1), 2025)

SoPerModel: Leveraging Social Perception for Multi-Agent Trajectory Prediction. - Heming Yang 003; Yu Tian; Changyuan Tian; Hongfeng Yu; Wanxuan Lu; Chubo Deng; Xian Sun (IEEE Trans. Geosci. Remote. Sens., 2025)