黄振｜清华大学｜学者主页

2026

The spillover effect of customer extreme climate risk: Evidence from supplier trade credit

Zhen Huang, Tianyu Dou

North American Journal Of Economics And Finance，Vol. 81

DOI

2026

Data Darwinism Part II: DataEvolve - AI can Autonomously Evolve Pretraining Data Curation

Tian-Tian Mi, Dongming Shan, Zhen Huang, Yiwei Qin, Muhang Xie, Yu Qiao, Yi-Xiu Liu, Chenyang Zhou, Peng-Fei Liu

arXiv.org

DOI

2026

DataOrchestra: Learning to Orchestrate Per-Example Curation of Pretraining Data

Zhen Huang, Yikun Wang, Shijie Xia, Pengfei Liu

arXiv.org

DOI

2026

Diagnosing and Mitigating Context Rot in Long-horizon Search

Shijie Xia, Yikun Wang, Zhen Huang, Pengfei Liu

arXiv.org

DOI

2026

One Sample to Rule Them All: Extreme Data Efficiency in RL Scaling

Yi-Yuan Li, Zhen Huang, Ya-Nan Wu, Wei Wang, Xue-Feng Li, Yijia Luo, Wen-Bo Su, Bo Zheng, Pengfei Liu

arXiv.org

DOI

2026

Data Darwinism Part I: Unlocking the Value of Scientific Data for Pre-training

Yiwei Qin, Zhen Huang, Tian-Tian Mi, Weiye Si, Chen-Yang Zhou, Qi-Peng Guo, Siyuan Feng, Peng-Fei Liu

arXiv.org

DOI

2026

Deploy-Master: Automating the Deployment of 50,000+ Agent-Ready Scientific Tools in One Day

Yi Wang, Zhen Huang, Zhao-Han Ding, Ruo-Tong Liao, Yuan Huang, Xinzijian Liu, Jiajun Xie, Siheng Chen, Lin-Feng Zhang

arXiv.org

DOI

2026

daVinci-Dev: Agent-native Mid-training for Software Engineering

Ji Zeng, Da-Yuan Fu, Tian-Tian Mi, Yumin Zhuang, Yaxing Huang, Xue-Feng Li, Lyumanshan Ye, Muhang Xie, Qishuo Hua, Zhen Huang, Mo-Han Jiang, Han Wang, Ji-Fan Lin, Yang Xiao, Jie Sun, Yunze Wu, Peng-Fei Liu

arXiv.org

DOI

2025

Do companies care about the manifestations of climate risk? Evidence from corporate cash holdings

Zhen Huang, Nan Yu

Asia-Pacific Journal Of Accounting & Economics，Vol. 320, No. 5

DOI

2025

Interaction as Intelligence: Deep Research With Human-AI Partnership

Lyumanshan Ye, Xiaojie Cai, Xinkai Wang, Junfei Wang, Xiang-Kun Hu, Jia-Di Su, Yang Nan, Sihan Wang, Bo-Han Zhang, Xiaoze Fan, Jinbin Luo, Yu-Xiang Zheng, Tian-Ze Xu, Da-Yuan Fu, Yunze Wu, Peng-Rui Lu, Zengzhi Wang, Yiwei Qin, Zhen Huang, Yan Ma, Zhulin Hu, Haoyang Zou, Tian-Tian Mi, Yixin Ye, Ethan Chern, Peng-Fei Liu

arXiv.org

DOI

2025

InnovatorBench: Evaluating Agents' Ability to Conduct Innovative LLM Research

Yunze Wu, Da-Yuan Fu, Weiye Si, Zhen Huang, Mo-Han Jiang, Ke-Yu Li, Shijie Xia, Jie Sun, Tian-Ze Xu, Xiang-Kun Hu, Peng-Rui Lu, Xiaojie Cai, Lyumanshan Ye, Wen Zhu, Yang Xiao, Peng-Fei Liu

arXiv.org

DOI

2025

O1 Replication Journey - Part 3: Inference-time Scaling for Medical Reasoning

Zhong-Zhen Huang, Gui Geng, Shengyi Hua, Zhen Huang, Haoyang Zou, Shao-Ting Zhang, Pengfei Liu, Xiaofan Zhang

arXiv.org

DOI

2025

LIMO: Less is More for Reasoning

Yixin Ye, Zhen Huang, Yang Xiao, Ethan Chern, Shijie Xia, Peng-Fei Liu

arXiv.org

DOI

2025

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

Wei-Zhen Li, Jian-Bo Lin, Zhuo-Song Jiang, Jingyi Cao, Xin-Peng Liu, Jiayu Zhang, Zhen Huang, Qianben Chen, Weichen Sun, Qiexiang Wang, Hongxuan Lu, Tianrui Qin, Cheng-Hao Zhu, Yi Yao, Shuying Fan, Xiaowan Li, Tiannan Wang, Pai Liu, King Zhu, He Zhu, Dingfeng Shi, Piao-Hong Wang, Yeyi Guan, Xiang-Ru Tang, Minghao Liu, Y. Jiang, Jian Yang, Jia-Heng Liu, Ge Zhang, Wangchunshu Zhou

arXiv.org

DOI

2025

Interaction as Intelligence Part II: Asynchronous Human-Agent Rollout for Long-Horizon Task Training

Da-Yuan Fu, Yunze Wu, Xiaojie Cai, Lyumanshan Ye, Shijie Xia, Zhen Huang, Weiye Si, Tian-Ze Xu, Jie Sun, Ke-Yu Li, Mo-Han Jiang, Junfei Wang, Qishuo Hua, Peng-Rui Lu, Yang Xiao, Peng-Fei Liu

arXiv.org

DOI

2024

OlympicArena Medal Ranks: Who Is the Most Intelligent AI So Far?

Zhen Huang, Zengzhi Wang, Shijie Xia, Pengfei Liu

arXiv.org

DOI

2024

OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI

Zhen Huang, Zengzhi Wang, Shijie Xia, Xue-Feng Li, Haoyang Zou, Rui-Jie Xu, Run-Ze Fan, Lyumanshan Ye, Ethan Chern, Yixin Ye, Yi-Kai Zhang, Yuqing Yang, Ting Wu, Binjie Wang, Shichao Sun, Yang Xiao, Yi-Yuan Li, Fan Zhou, Steffi Chern, Yiwei Qin, Yan Ma, Jia-Di Su, Yi-Xiu Liu, Yu-Xiang Zheng, Shaoting Zhang, Da-Hua Lin, Yu Qiao, Pengfei Liu

Neural Information Processing Systems

DOI

2024

O1 Replication Journey - Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Zhen Huang, Haoyang Zou, Xue-Feng Li, Yi-Xiu Liu, Yu-Xiang Zheng, Ethan Chern, Shijie Xia, Yiwei Qin, Weizhe Yuan, Pengfei Liu

arXiv.org

DOI

2024

O1 Replication Journey: A Strategic Progress Report - Part 1

Yiwei Qin, Xue-Feng Li, Haoyang Zou, Yi-Xiu Liu, Shijie Xia, Zhen Huang, Yixin Ye, Weizhe Yuan, He-Xu Liu, Yuan-Fang Li, Pengfei Liu

arXiv.org

DOI

2024

XRAG: Examining the Core - Benchmarking Foundational Components in Advanced Retrieval-Augmented Generation

Qi-Li Zhang, Qian-Ren Mao, Yangyifei Luo, Ya-Shuo Luo, Han-Wen Hao, Zhilong Cao, Wei-Feng Jiang, Zhijun Chen, J. Liu, Feng Yan, Xiao-Long Wang, Jin-Long Zhang, Zhen Huang, Zhi-Xing Tan, Jie Sun, Bo Li, Jianxin Li, Philip S. Yu

IEEE International Conference on Data Engineering

DOI

2022

The effects of formal and informal CEO power on debt policy persistence

Zhen Huang, Weiwei Gao

North American Journal Of Economics And Finance，Vol. 62

DOI

2022

Has the past really passed? Strategic inertia and capital structure persistence

Zhen Huang, Weiwei Gao

Managerial And Decision Economics，Vol. 430, No. 4

DOI

2021

Stock market liberalization and firm litigation risk--A quasi-natural experiment based on the Shanghai-Hong Kong Stock Connect policy

Zhen Huang, Weiwei Gao

Applied Economics，Vol. 530, No. 48

DOI

2020

Does the external environment matter for the persistence of firms' debt policy?

Huang Zhen, Gao Weiwei, Chen Liying

Finance Research Letters，Vol. 32

DOI

SciPedia: Unlocking the Value of Scientiﬁc Data for Pre-training

Yiwei Qin, Zhen Huang, Tian-Tian Mi, Weiye Si, Qi-Peng Guo, Siyuan Feng, Peng-Fei Liu, Peter Clark, Isaac Cowhey, Oren Etzioni, Tushar Khot, Ashish Sabharwal, Carissa Schoenick, Oyvind Tafjord, K. Cobbe, V. Kosaraju, Mo Bavarian, Mark Chen, Heewoo Jun, L. Kaiser, Matthias Plappert, Jerry Tworek, Jacob Hilton, Gheorghe Comanici, E. Bieber, Mike Schaekermann

黄振

精选作品

期刊论文

The spillover effect of customer extreme climate risk: Evidence from supplier trade credit

Data Darwinism Part II: DataEvolve - AI can Autonomously Evolve Pretraining Data Curation

DataOrchestra: Learning to Orchestrate Per-Example Curation of Pretraining Data

Diagnosing and Mitigating Context Rot in Long-horizon Search

One Sample to Rule Them All: Extreme Data Efficiency in RL Scaling

Data Darwinism Part I: Unlocking the Value of Scientific Data for Pre-training

Deploy-Master: Automating the Deployment of 50,000+ Agent-Ready Scientific Tools in One Day

daVinci-Dev: Agent-native Mid-training for Software Engineering

Do companies care about the manifestations of climate risk? Evidence from corporate cash holdings

Interaction as Intelligence: Deep Research With Human-AI Partnership

InnovatorBench: Evaluating Agents' Ability to Conduct Innovative LLM Research

O1 Replication Journey - Part 3: Inference-time Scaling for Medical Reasoning

LIMO: Less is More for Reasoning

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

Interaction as Intelligence Part II: Asynchronous Human-Agent Rollout for Long-Horizon Task Training

OlympicArena Medal Ranks: Who Is the Most Intelligent AI So Far?

OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI

O1 Replication Journey - Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

O1 Replication Journey: A Strategic Progress Report - Part 1

XRAG: Examining the Core - Benchmarking Foundational Components in Advanced Retrieval-Augmented Generation

The effects of formal and informal CEO power on debt policy persistence

Has the past really passed? Strategic inertia and capital structure persistence

Stock market liberalization and firm litigation risk--A quasi-natural experiment based on the Shanghai-Hong Kong Stock Connect policy

Does the external environment matter for the persistence of firms' debt policy?

SciPedia: Unlocking the Value of Scientiﬁc Data for Pre-training