| 2026 | ACL | EVGeoQA: Benchmarking LLMs on Dynamic, Multi-Objective Geo-Spatial Exploration. | Jianfei Wu, Zhichun Wang, Zhensheng Wang, Zhiyu He |
| 2025 | SIGIR | Short Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation. | Zhiyu He, Zhixin Ling, Jiayu Li, Zhiqiang Guo, Weizhi Ma, Xinchen Luo, Min Zhang, Guorui Zhou |
| 2025 | SRDS | ENSI: Efficient Non-Interactive Secure Inference for Large Language Models. | Zhiyu He, Maojiang Wang, Xinwen Gao, Yuchuan Luo, Lin Liu, Shaojing Fu |
| 2024 | CHIIR | SiTunes: A Situational Music Recommendation Dataset with Physiological and Psychological Signals. | Vadim Grigorev, Jiayu Li, Weizhi Ma, Zhiyu He, Min Zhang, Yiqun Liu, Ming Yan, Ji Zhang |
| 2024 | RecSys | ReChorus2.0: A Modular and Task-Flexible Recommendation Library. | Jiayu Li, Hanyu Li, Zhiyu He, Weizhi Ma, Peijie Sun, Min Zhang, Shaoping Ma |
| 2024 | SIGIR | EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation. | Shaorun Zhang, Zhiyu He, Ziyi Ye, Peijie Sun, Qingyao Ai, Min Zhang, Yiqun Liu |
| 2023 | CIKM | Understanding User Immersion in Online Short Video Interaction. | Zhiyu He, Shaorun Zhang, Peijie Sun, Jiayu Li, Xiaohui Xie, Min Zhang, Yiqun Liu |
| 2022 | CHIIR | LifeRec: A Mobile App for Lifelog Recording and Ubiquitous Recommendation. | Jiayu Li, Hantian Zhang, Zhiyu He, Rongwu Xu, Pingfei Wu, Min Zhang, Yiqun Liu, Shaoping Ma |
| 2006 | ISVC | GPU-Based Active Contour Segmentation Using Gradient Vector Flow. | Zhiyu He, Falko Kuester |
| 2005 | ISVC | Distributed and Collaborative Biomedical Data Exploration. | Zhiyu He, Jason Kimball, Falko Kuester |