Super-resolving blurry face images with identity preservation. - Yong Xu 007; Haoyang Zou; Yan Huang; Lianwen Jin; Haibin Ling (Pattern Recognit. Lett., 2021)

On the Matching Number of k-Uniform Connected Hypergraphs with Maximum Degree. - Zhongzheng Tang; Haoyang Zou; Zhuo Diao (IJTCS-FAW, 2023)

Some Combinatorial Algorithms on the Independent Number of k-Regular Connected Hypergraphs. - Zhuo Diao; Haoyang Zou (COCOA (1), 2024)

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)

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)

PC Agent: While You Sleep, AI Works - A Cognitive Journey into Digital World. - Yanheng He; Jiahe Jin; Shijie Xia; Jiadi Su; Run-Ze Fan; Haoyang Zou; Xiangkun Hu; Pengfei Liu 003 (CoRR, 2024)

O1 Replication Journey - Part 3: Inference-time Scaling for Medical Reasoning. - Zhongzhen Huang; Gui Geng; Shengyi Hua; Zhen Huang; Haoyang Zou; Shaoting Zhang 001; Pengfei Liu 003; Xiaofan Zhang 002 (CoRR, 2025)

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

A sharp lower bound on the independence number of k-regular connected hypergraphs with rank R. - Zhongzheng Tang; Haoyang Zou; Zhuo Diao (Acta Informatica, 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)

Interaction as Intelligence: Deep Research With Human-AI Partnership. - Lyumanshan Ye; Xiaojie Cai; Xinkai Wang; Junfei Wang; Xiangkun Hu; Jiadi Su; Yang Nan; Sihan Wang; Bohan Zhang; Xiaoze Fan; Jinbin Luo; Yuxiang Zheng; et al. (CoRR, 2025)