DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling. - Shanghaoran Quan (ACL (Findings), 2024)

Aligning CodeLLMs with Direct Preference Optimization. - Yibo Miao; Bofei Gao; Shanghaoran Quan; Junyang Lin; Daoguang Zan; Jiaheng Liu; Jian Yang 003; Tianyu Liu 001; Zhijie Deng (CoRR, 2024)

Language Models can Self-Lengthen to Generate Long Texts. - Shanghaoran Quan; Tianyi Tang; Bowen Yu 002; An Yang; Dayiheng Liu; Bofei Gao; Jianhong Tu; Yichang Zhang; Jingren Zhou 001; Junyang Lin (CoRR, 2024)

Automatically Generating Numerous Context-Driven SFT Data for LLMs Across Diverse Granularity. - Shanghaoran Quan (AAAI, 2025)

Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning. - Jian Yang 003; Wei Zhang 021; Yibo Miao; Shanghaoran Quan; Zhenhe Wu; Qiyao Peng 006; Liqun Yang; Tianyu Liu 001; Zeyu Cui; Binyuan Hui; Junyang Lin (ACL (1), 2025)

Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models. - Bofei Gao; Feifan Song 001; Zhe Yang 013; Zefan Cai; Yibo Miao; Qingxiu Dong; Lei Li 039; Chenghao Ma; Liang Chen 024; Runxin Xu; Zhengyang Tang; Benyou Wang; et al. (ICLR, 2025)

CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings. - Shanghaoran Quan; Jiaxi Yang; Bowen Yu 002; Bo Zheng 007; Dayiheng Liu; An Yang; Xuancheng Ren; Bofei Gao; Yibo Miao; Yunlong Feng; Zekun Wang; Jian Yang 003; et al. (CoRR, 2025)

Multi-Agent Collaboration for Multilingual Code Instruction Tuning. - Jian Yang 003; Wei Zhang 021; Jiaxi Yang; Yibo Miao; Shanghaoran Quan; Zhenhe Wu; Qiyao Peng 006; Liqun Yang; Tianyu Liu 001; Zeyu Cui; Binyuan Hui; Junyang Lin (CoRR, 2025)

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines. - M.-A-P. Team; Xinrun Du; Yifan Yao; Kaijing Ma; Bingli Wang; Tianyu Zheng; Kang Zhu; Minghao Liu; Yiming Liang; Xiaolong Jin; Zhenlin Wei; Chujie Zheng; et al. (CoRR, 2025)

LongEval: A Comprehensive Analysis of Long-Text Generation Through a Plan-based Paradigm. - Siwei Wu; Yizhi Li; Xingwei Qu; Rishi Ravikumar; Yucheng Li; Tyler Loakman; Shanghaoran Quan; Xiaoyong Wei; Riza Batista-Navarro; Chenghua Lin (CoRR, 2025)

ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding. - David Ma; Huaqing Yuan; Xingjian Wang; Qianbo Zang; Tianci Liu 011; Xinyang He; Yanbin Wei; Jiawei Guo; Ni Jiahui; Zhenzhu Yang; Meng Cao 002; Shanghaoran Quan; et al. (CoRR, 2025)