| 2026 | ACL | Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations. | Shanghao Li, Jinda Han, Yibo Wang, Yuanjie Zhu, Zihe Song, Langzhou He, Kenan Kamel A Alghythee, Philip S. Yu |
| 2025 | ASPLOS | TaOPT: Tool-Agnostic Optimization of Parallelized Automated Mobile UI Testing. | Dezhi Ran, Zihe Song, Wenyu Wang, Wei Yang, Tao Xie |
| 2025 | RecSys | SGCL: Unifying Self-Supervised and Supervised Learning for Graph Recommendation. | Weizhi Zhang, Liangwei Yang, Zihe Song, Henry Peng Zou, Ke Xu, Yuanjie Zhu, Philip S. Yu |
| 2025 | WWW | Graph Neural Controlled Differential Equations For Collaborative Filtering. | Ke Xu, Weizhi Zhang, Zihe Song, Yuanjie Zhu, Philip S. Yu |
| 2024 | ACL | ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction. | Henry Peng Zou, Vinay Samuel, Yue Zhou, Weizhi Zhang, Liancheng Fang, Zihe Song, Philip S. Yu, Cornelia Caragea |
| 2024 | CIKM | Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation. | Weizhi Zhang, Liangwei Yang, Zihe Song, Henry Peng Zou, Ke Xu, Liancheng Fang, Philip S. Yu |
| 2024 | ISSTA | Guardian: A Runtime Framework for LLM-Based UI Exploration. | Dezhi Ran, Hao Wang, Zihe Song, Mengzhou Wu, Yuan Cao, Ying Zhang, Wei Yang, Tao Xie |
| 2024 | WWW | WEFix: Intelligent Automatic Generation of Explicit Waits for Efficient Web End-to-End Flaky Tests. | Xinyue Liu, Zihe Song, Weike Fang, Wei Yang, Weihang Wang |
| 2022 | CVPR | NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models. | Simin Chen, Zihe Song, Mirazul Haque, Cong Liu, Wei Yang |
| 2022 | ISSRE | An Empirical Analysis of Compatibility Issues for Industrial Mobile Games (Practical Experience Report). | Zihe Song, Yingfeng Chen, Lei Ma, Shangjie Lu, Honglei Lin, Changjie Fan, Wei Yang |
| 2021 | ICSE | An Empirical Analysis of UI-based Flaky Tests. | Alan Romano, Zihe Song, Sampath Grandhi, Wei Yang, Weihang Wang |
| 2021 | ICSE | UI-Based Flaky Tests Dataset. | Alan Romano, Zihe Song, Sampath Grandhi, Wei Yang, Weihang Wang |
| 2020 | ICSE | An automated framework for gaming platform to test multiple games. | Zihe Song |