| 2025 | DASFAA | FHCF: Fully-Hyperbolic Symmetric Graph Learning for Collaborative Filtering. | Guanghui Zhu, Wang Lu, Chunfeng Yuan, Yihua Huang |
| 2025 | ICML | RZ-NAS: Enhancing LLM-guided Neural Architecture Search via Reflective Zero-Cost Strategy. | Zipeng Ji, Guanghui Zhu, Chunfeng Yuan, Yihua Huang |
| 2025 | KDD | AffinityTune: A Prompt-Tuning Framework for Few-Shot Anomaly Detection on Graphs. | Jingyan Chen, Guanghui Zhu, Guansong Pang, Chunfeng Yuan, Yihua Huang |
| 2024 | ICLR | Boosting Graph Anomaly Detection with Adaptive Message Passing. | Jingyan Chen, Guanghui Zhu, Chunfeng Yuan, Yihua Huang |
| 2024 | ICPR | Mining Long Short-Term Evolution Patterns for Temporal Knowledge Graph Reasoning. | Fengyi Wang, Guanghui Zhu, Haojun Hou, Chunfeng Yuan, Yihua Huang |
| 2024 | KDD | Automatic Multi-Task Learning Framework with Neural Architecture Search in Recommendations. | Shen Jiang, Guanghui Zhu, Yue Wang, Chunfeng Yuan, Yihua Huang |
| 2024 | SIGIR | LLM-enhanced Cascaded Multi-level Learning on Temporal Heterogeneous Graphs. | Fengyi Wang, Guanghui Zhu, Chunfeng Yuan, Yihua Huang |
| 2023 | CCGRID | hsSpMV: A Heterogeneous and SPM-aggregated SpMV for SW26010-Pro many-core processor. | Jingshan Pan, Lei Xiao, Min Tian, Li Wang, Chaochao Yang, Renjiang Chen, Zenghui Ren, Anjun Liu, Guanghui Zhu |
| 2023 | ICDE | AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network. | Guanghui Zhu, Zhennan Zhu, Wenjie Wang, Zhuoer Xu, Chunfeng Yuan, Yihua Huang |
| 2023 | ICDM | STSD: Modeling Spatial Temporal Staticity and Dynamicity in Traffic Forecasting. | Guanghui Zhu, Haojun Hou, Peiliang Wang, Chunfeng Yuan, Yihua Huang |
| 2023 | SIGIR | AdaMCL: Adaptive Fusion Multi-View Contrastive Learning for Collaborative Filtering. | Guanghui Zhu, Wang Lu, Chunfeng Yuan, Yihua Huang |
| 2022 | CIKM | Towards Self-supervised Learning on Graphs with Heterophily. | Jingfan Chen, Guanghui Zhu, Yifan Qi, Chunfeng Yuan, Yihua Huang |
| 2022 | ICDE | PSP: Progressive Space Pruning for Efficient Graph Neural Architecture Search. | Guanghui Zhu, Wenjie Wang, Zhuoer Xu, Feng Cheng, Mengchuan Qiu, Chunfeng Yuan, Yihua Huang |
| 2022 | KDD | Knowledge-enhanced Black-box Attacks for Recommendations. | Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang |
| 2022 | PRICAI | Evolutionary Automated Feature Engineering. | Guanghui Zhu, Shen Jiang, Xu Guo, Chunfeng Yuan, Yihua Huang |
| 2022 | SIGIR | AutoGSR: Neural Architecture Search for Graph-based Session Recommendation. | Jingfan Chen, Guanghui Zhu, Haojun Hou, Chunfeng Yuan, Yihua Huang |
| 2022 | SIGIR | NAS-CTR: Efficient Neural Architecture Search for Click-Through Rate Prediction. | Guanghui Zhu, Feng Cheng, Defu Lian, Chunfeng Yuan, Yihua Huang |
| 2021 | ICPADS | UniGPS: A Unified Programming Framework for Distributed Graph Processing. | Zhaokang Wang, Junhong Li, Yifan Qi, Guanghui Zhu, Chunfeng Yuan, Yihua Huang |
| 2021 | PAKDD | Progressive AutoSpeech: An Efficient and General Framework for Automatic Speech Classification. | Guanghui Zhu, Feng Cheng, Mengchuan Qiu, Zhuoer Xu, Wenjie Wang, Chunfeng Yuan, Yihua Huang |
| 2020 | ICA3PP | Redistributing and Optimizing High-Resolution Ocean Model POP2 to Million Sunway Cores. | Yunhui Zeng, Li Wang, Jie Zhang, Guanghui Zhu, Yuan Zhuang, Qiang Guo |
| 2020 | PAKDD | Accelerating Hyperparameter Optimization of Deep Neural Network via Progressive Multi-Fidelity Evaluation. | Guanghui Zhu, Ruancheng Zhu |
| 2019 | ICDE | HyMJ: A Hybrid Structure-Aware Approach to Distributed Multi-way Join Query. | Guanghui Zhu, Xiaoqi Wu, Liangliang Yin, Haogang Wang, Rong Gu, Chunfeng Yuan, Yihua Huang |
| 2017 | ICPADS | AutoMJ: Towards Efficient Multi-way Join Query on Distributed Data-Parallel Platform. | Guanghui Zhu, Xiaoqi Wu, Rong Gu, Chunfeng Yuan, Yihua Huang |