Song, Qingquan

7 publications

ICML 2025 AlphaPO: Reward Shape Matters for LLM Alignment Aman Gupta, Shao Tang, Qingquan Song, Sirou Zhu, Jiwoo Hong, Ankan Saha, Viral Gupta, Noah Lee, Eunki Kim, Siyu Zhu, Parag Agrawal, Natesh S. Pillai, Sathiya Keerthi

NeurIPS 2025 LLM Query Scheduling with Prefix Reuse and Latency Constraints Gregory Dexter, Shao Tang, Ata Fatahibaarzi, Qingquan Song, Tejas Dharamsi, Aman Gupta

MLOSS 2023 AutoKeras: An AutoML Library for Deep Learning Haifeng Jin, François Chollet, Qingquan Song, Xia Hu

NeurIPSW 2022 Improved Deep Neural Network Generalization Using M-Sharpness-Aware Minimization Kayhan Behdin, Qingquan Song, Aman Gupta, David Durfee, Ayan Acharya, Sathiya Keerthi, Rahul Mazumder

NeurIPS 2020 Detecting Interactions from Neural Networks via Topological Analysis Zirui Liu, Qingquan Song, Kaixiong Zhou, Ting-Hsiang Wang, Ying Shan, Xia Hu

IJCAI 2020 Multi-Channel Graph Neural Networks Kaixiong Zhou, Qingquan Song, Xiao Huang, Daochen Zha, Na Zou, Xia Hu

AAAI 2019 Large-Scale Heterogeneous Feature Embedding Xiao Huang, Qingquan Song, Fan Yang, Xia Hu