Hourun Li

15 papers A* 4C 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey of Graph Neural Networks in Real World: Imbalance, Noise, Privacy and OOD Challenges.
IEEE Trans. Pattern Anal. Mach. Intell.
Wei Ju, Siyu Yi, Yifan Wang, Zhiping Xiao, Zhengyang Mao, Hourun Li, Yiyang Gu, Yifang Qin, Nan Yin, Senzhang Wang, Xinwang Liu, Philip S. Yu, Ming Zhang
2026 A* conf
Space-based Parameter Evolving with Lightweight Optimization for Graph Adaptation to Evolving Shifts.
WWW
Junyu Luo, Zixuan Ouyang, Xiao Luo, Hourun Li, Zhiping Xiao, Yifan Wang, Ming Zhang
2026 J jnl
Switch Attention: Towards Dynamic and Fine-grained Hybrid Transformers.
CoRR
Yusheng Zhao, Hourun Li, Bohan Wu, Jingyang Yuan, Meng Zhang, Yichun Yin, Lifeng Shang, Ming Zhang
2025 — conf
ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval.
NAACL (System Demonstrations)
Mingxu Tao, Bowen Tang, Mingxuan Ma, Yining Zhang, Hourun Li, Feifan Wen, Hao Ma, Jia Yang
2025 J jnl
ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval.
CoRR
Mingxu Tao, Bowen Tang, Mingxuan Ma, Yining Zhang, Hourun Li, Feifan Wen, Hao Ma, Jia Yang
2025 A* conf
DANCE: Dual Unbiased Expansion with Group-acquired Alignment for Out-of-distribution Graph Fairness Learning.
ICML
Yifan Wang, Hourun Li, Ling Yue, Zhiping Xiao, Jia Yang, Changling Zhou, Wei Ju, Ming Zhang, Xiao Luo
2025 A* conf
DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation.
AAAI
Hourun Li, Yifan Wang, Zhiping Xiao, Jia Yang, Changling Zhou, Ming Zhang, Wei Ju
2024 J jnl
A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges.
CoRR
Wei Ju, Siyu Yi, Yifan Wang, Zhiping Xiao, Zhengyang Mao, Hourun Li, Yiyang Gu, Yifang Qin, Nan Yin, Senzhang Wang, Xinwang Liu, Xiao Luo, Philip S. Yu, Ming Zhang
2024 J jnl
A Survey on Graph Neural Networks in Intelligent Transportation Systems.
CoRR
Hourun Li, Yusheng Zhao, Zhengyang Mao, Yifang Qin, Zhiping Xiao, Jiaqi Feng, Yiyang Gu, Wei Ju, Xiao Luo, Ming Zhang
2024 J jnl
Data-Aware Adaptive Compression for Stream Processing.
IEEE Trans. Knowl. Data Eng.
Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoguang Guo, Yuxing Chen, Anqun Pan, Xiaoyong Du
2024 J jnl
DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation.
CoRR
Hourun Li, Yifan Wang, Zhiping Xiao, Jia Yang, Changling Zhou, Ming Zhang, Wei Ju
2023 A* conf
CompressStreamDB: Fine-Grained Adaptive Stream Processing without Decompression.
ICDE
Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoyong Du
2022 J jnl
Exploring Query Processing on CPU-GPU Integrated Edge Device.
IEEE Trans. Parallel Distributed Syst.
Jiesong Liu, Feng Zhang, Hourun Li, Dalin Wang, Weitao Wan, Xiaokun Fang, Jidong Zhai, Xiaoyong Du
2022 J jnl
G-SLIDE: A GPU-Based Sub-Linear Deep Learning Engine via LSH Sparsification.
IEEE Trans. Parallel Distributed Syst.
Zaifeng Pan, Feng Zhang, Hourun Li, Chenyang Zhang, Xiaoyong Du, Dong Deng
2021 C conf
FineQuery: Fine-Grained Query Processing on CPU-GPU Integrated Architectures.
CLUSTER
Dalin Wang, Feng Zhang, Weitao Wan, Hourun Li, Xiaoyong Du