Reformatted Alignment. - Run-Ze Fan; Xuefeng Li 003; Haoyang Zou; Junlong Li; Shwai He; Ethan Chern; Jiewen Hu; Pengfei Liu 003 (EMNLP (Findings), 2024)

OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI. - Zhen Huang; Zengzhi Wang; Shijie Xia; Xuefeng Li 003; Haoyang Zou; Ruijie Xu; Run-Ze Fan; Lyumanshan Ye; Ethan Chern; Yixin Ye; Yikai Zhang 003; Yuqing Yang 004; et al. (NeurIPS, 2024)

MathPile: A Billion-Token-Scale Pretraining Corpus for Math. - Zengzhi Wang; Xuefeng Li 003; Rui Xia; Pengfei Liu 003 (NeurIPS, 2024)

MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization. - Dongcheng Zou; Senzhang Wang; Xuefeng Li 003; Hao Peng 001; Yuandong Wang; Chunyang Liu; Kehua Sheng; Bo Zhang 106 (WSDM, 2024)

OpenResearcher: Unleashing AI for Accelerated Scientific Research. - Yuxiang Zheng; Shichao Sun; Lin Qiu; Dongyu Ru; Cheng Jiayang; Xuefeng Li 003; Jifan Lin; Binjie Wang; Yun Luo; Renjie Pan 001; Yang Xu 010; Qingkai Min; et al. (CoRR, 2024)

O1 Replication Journey: A Strategic Progress Report - Part 1. - Yiwei Qin; Xuefeng Li 003; Haoyang Zou; Yixiu Liu; Shijie Xia; Zhen Huang; Yixin Ye; Weizhe Yuan; Hector Liu; Yuanzhi Li; Pengfei Liu 003 (CoRR, 2024)

O1 Replication Journey - Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? - Zhen Huang; Haoyang Zou; Xuefeng Li 003; Yixiu Liu; Yuxiang Zheng; Ethan Chern; Shijie Xia; Yiwei Qin; Weizhe Yuan; Pengfei Liu 003 (CoRR, 2024)

Evaluating Mathematical Reasoning Beyond Accuracy. - Shijie Xia; Xuefeng Li 003; Yixin Liu 003; Tongshuang Wu; Pengfei Liu 003 (AAAI, 2025)

Progress or Regress? Self-Improvement Reversal in Post-training. - Ting Wu; Xuefeng Li 003; Pengfei Liu 003 (ICLR, 2025)

LIMR: Less is More for RL Scaling. - Xuefeng Li 003; Haoyang Zou; Pengfei Liu 003 (CoRR, 2025)

ToRL: Scaling Tool-Integrated RL. - Xuefeng Li 003; Haoyang Zou; Pengfei Liu 003 (CoRR, 2025)

Generative AI Act II: Test Time Scaling Drives Cognition Engineering. - Shijie Xia; Yiwei Qin; Xuefeng Li 003; Yan Ma; Run-Ze Fan; Steffi Chern; Haoyang Zou; Fan Zhou; Xiangkun Hu; Jiahe Jin; Yanheng He; Yixin Ye; et al. (CoRR, 2025)

OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling. - Zengzhi Wang; Fan Zhou; Xuefeng Li 003; Pengfei Liu 003 (CoRR, 2025)