Changyuan Tian

PhD student, University of the Chinese Academy of Sciences

Joined

June 2022

Names

Changyuan Tian (Preferred)

Emails

****@mails.ucas.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

University of the Chinese Academy of Sciences (ucas.edu.cn)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Guozhi.CAS

2021 – 2026

Expertise

Large Language Models

2024 – 2026

Graph Represent Learning

2021 – 2026

Publications

PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning
Zhicong Lu, Changyuan Tian, PeiguangLi PeiguangLi, Li Jin, Sirui Wang, Wei Jia, Ying Shen, Guangluan Xu
- ACL (1) 2025
- Readers: Everyone
SoPerModel: Leveraging Social Perception for Multi-Agent Trajectory Prediction
Heming Yang, Yu Tian, Changyuan Tian, Hongfeng Yu, Wanxuan Lu, Chubo Deng, Xian Sun
- IEEE Trans. Geosci. Remote. Sens. 2025
- Readers: Everyone
HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting
Changyuan Tian, Zhicong Lu, Zequn Zhang, Heming Yang, Wei Cao, Zhi Guo, Xian Sun, Li Jin
- AAAI 2025
- Readers: Everyone
Relation-Aware Multi-Pass Comparison Deconfounded Network for Change Captioning
Zhicong Lu, Li Jin, Ziwei Chen, Changyuan Tian, Xian Sun, Xiaoyu Li, Yi Zhang, Qi Li, Guangluan Xu
- IEEE Trans. Circuits Syst. Video Technol. 2024
- Readers: Everyone
LollipopE: Bi-centered lollipop embedding for complex logic query on knowledge graph
Shiyao Yan, Changyuan Tian, Zequn Zhang, Guangluan Xu
- Neural Networks 2024
- Readers: Everyone
Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal
Zhicong Lu, Li Jin, Peiguang Li, Yu Tian, Linhao Zhang, Sirui Wang, Guangluan Xu, Changyuan Tian, Xunliang Cai
- EMNLP 2024
- Readers: Everyone
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
- Readers: Everyone
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, Xian Sun
- Int. J. Appl. Earth Obs. Geoinformation 2022
- Readers: Everyone
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, Xian Sun
- CoRR 2022
- Readers: Everyone

Co-Authors

View all 33 co-authors