Research / Papers

Selected Publications

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2026

RouteWise: Latency–Cost Optimization for Multi-Provider LLM Routing
Muxin Tian, Haoran Ni, Yiyan Zhai, Yangsun Park, Juncheng Yang
EuroSys 2027
SWE-Bench Mobile: Can Large Language Model Agents Develop Industry-Level Mobile Applications?
Muxin Tian*, Zhe Wang*, Blair Yang, Zhenwei Tang, Kunlun Zhu, Honghua Dong, Hanchen Li, Xinni Xie, Guangjing Wang, Jiaxuan You
KDD 2026 ADS Track, Main Conference Presentation

2025

OasisSimp: An Open-source Asian-English Sentence Simplification Dataset
Hannah Liu*, Muxin Tian*, Iqra Ali, Haonan Gao, Qiaoyiwen Wu, Blair Yang, Uthayasanker Thayasivam, En-Shiun Annie Lee, Pakawat Nakwijit, Surangika Ranathunga, Ravi Shekhar
LREC, 2026 (Oral)
Where LLM Agents Fail and How They can Learn From Failures
Kunlun Zhu*, Muxin Tian*, Zijia Liu*, Bingxuan Li*, Yingxuan Yang, Jiaxun Zhang, Pengrui Han, Qipeng Xie, Fuyang Cui, Weijia Zhang, Xiaoteng Ma, Xiaodong Yu, Gowtham Ramesh, Jialian Wu, Zicheng Liu, Pan Lu, James Zou, Jiaxuan You
ICML 2026 FAGEN Workshop

* denotes equal contribution

denotes project leader