| 2026 | ACL | S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models. | Feng Jiang, Zhiyu Lin, Yiyang Liu, Liumeng Xue, Fan Bu, Yuhao Du, Xiangying Chen, Benyou Wang, Haizhou Li |
| 2026 | EACL | ThinkPilot: Steering Reasoning Models via Automated Think-prefixes Optimization. | Sunzhu Li, Zhiyu Lin, Jiale Zhao, Shuling Yang, Chen Wei |
| 2026 | SIGCSE | Parallel X: Redesigning of a Parallel Programming Educational Game with Semantic Foundations and Transfer Learning. | Devon McKee, Zhiyu Lin, Boyd Fox, Jiahong Li, Jichen Zhu, Magy Seif El-Nasr, Tyler Sorensen |
| 2025 | ACL | LLMs Caught in the Crossfire: Malware Requests and Jailbreak Challenges. | Haoyang Li, Huan Gao, Zhiyuan Zhao, Zhiyu Lin, Junyu Gao, Xuelong Li |
| 2025 | ACL | WebUIBench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in WebUI-to-Code. | Zhiyu Lin, Zhengda Zhou, Zhiyuan Zhao, Tianrui Wan, Yilun Ma, Junyu Gao, Xuelong Li |
| 2022 | IJCAI | Investigating and Explaining the Frequency Bias in Image Classification. | Zhiyu Lin, Yifei Gao, Jitao Sang |
| 2019 | AAAI | GenerationMania: Learning to Semantically Choreograph. | Zhiyu Lin, Mark O. Riedl, Kyle Xiao |