Changyuan Tian

17 papers A* 3Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Consistency and Invariance Guided Multi-View Hypergraph Learning for Robust Hyperedge Prediction.
ACM Trans. Knowl. Discov. Data
Changyuan Tian, Li Jin, Zequn Zhang, Zhicong Lu, Wen Shi, Jianhua Yin, Shiyao Yan, Zhi Guo
2026 J jnl
HISR: Hindsight Information Modulated Segmental Process Rewards For Multi-turn Agentic Reinforcement Learning.
CoRR
Zhicong Lu, Zichuan Lin, Wei Jia, Changyuan Tian, Deheng Ye, Peiguang Li, Li Jin, Nayu Liu, Guangluan Xu, Wei Feng
2026 A* conf
Rectify Evaluation Preference: Improving LLMs' Critique on Math Reasoning via Perplexity-aware Reinforcement Learning.
AAAI
Changyuan Tian, Zhicong Lu, Shuang Qian, Nayu Liu, Peiguang Li, Li Jin, Leiyi Hu, Zhizhao Zeng, Sirui Wang, Ke Zeng, Guozhi Cas
2025 A* conf
HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting.
AAAI
Changyuan Tian, Zhicong Lu, Zequn Zhang, Heming Yang, Wei Cao, Zhi Guo, Xian Sun, Li Jin
2025 — conf
PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning.
ACL (1)
Zhicong Lu, Changyuan Tian, PeiguangLi PeiguangLi, Li Jin, Sirui Wang, Wei Jia, Ying Shen, Guangluan Xu
2025 J jnl
Rectify Evaluation Preference: Improving LLMs' Critique on Math Reasoning via Perplexity-aware Reinforcement Learning.
CoRR
Changyuan Tian, Zhicong Lu, Shuang Qian, Nayu Liu, Peiguang Li, Li Jin, Leiyi Hu, Zhizhao Zeng, Sirui Wang, Ke Zeng, Zhi Guo
2025 J jnl
SoPerModel: Leveraging Social Perception for Multi-Agent Trajectory Prediction.
IEEE Trans. Geosci. Remote. Sens.
Heming Yang, Yu Tian, Changyuan Tian, Hongfeng Yu, Wanxuan Lu, Chubo Deng, Xian Sun
2024 J jnl
LollipopE: Bi-centered lollipop embedding for complex logic query on knowledge graph.
Neural Networks
Shiyao Yan, Changyuan Tian, Zequn Zhang, Guangluan Xu
2024 J jnl
Relation-Aware Multi-Pass Comparison Deconfounded Network for Change Captioning.
IEEE Trans. Circuits Syst. Video Technol.
Zhicong Lu, Li Jin, Ziwei Chen, Changyuan Tian, Xian Sun, Xiaoyu Li, Yi Zhang, Qi Li, Guangluan Xu
2024 A* conf
Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal.
EMNLP
Zhicong Lu, Li Jin, Peiguang Li, Yu Tian, Linhao Zhang, Sirui Wang, Guangluan Xu, Changyuan Tian, Xunliang Cai
2023 J jnl
Hypergraph-Enhanced Textual-Visual Matching Network for Cross-Modal Remote Sensing Image Retrieval via Dynamic Hypergraph Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fanglong Yao, Xian Sun, Nayu Liu, Changyuan Tian, Liangyu Xu, Leiyi Hu, Chibiao Ding
2023 J jnl
Tackling higher-order relations and heterogeneity: Dynamic heterogeneous hypergraph network for spatiotemporal activity prediction.
Neural Networks
Changyuan Tian, Zequn Zhang, Fanglong Yao, Zhi Guo, Shiyao Yan, Xian Sun
2023 J jnl
Thinking Like an Expert: Multimodal Hypergraph-of-Thought (HoT) Reasoning to boost Foundation Modals.
CoRR
Fanglong Yao, Changyuan Tian, Jintao Liu, Zequn Zhang, Qing Liu, Li Jin, Shuchao Li, Xiaoyu Li, Xian Sun
2022 J jnl
Adaptive event-triggered consensus of multi-agent systems with general linear dynamics.
Int. J. Syst. Sci.
Changyuan Tian, Kaien Liu, Zhijian Ji
2022 J jnl
MCRN: A Multi-source Cross-modal Retrieval Network for remote sensing.
Int. J. Appl. Earth Obs. Geoinformation
Zhiqiang Yuan, Wenkai Zhang, Changyuan Tian, Yongqiang Mao, Ruixue Zhou, Hongqi Wang, Kun Fu, Xian Sun
2022 J jnl
Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information.
CoRR
Zhiqiang Yuan, Wenkai Zhang, Changyuan Tian, Xuee Rong, Zhengyuan Zhang, Hongqi Wang, Kun Fu, Xian Sun
2022 J jnl
Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information.
IEEE Trans. Geosci. Remote. Sens.
Zhiqiang Yuan, Wenkai Zhang, Changyuan Tian, Xuee Rong, Zhengyuan Zhang, Hongqi Wang, Kun Fu, Xian Sun