Hello! I am Zhongmou He (何忠谋). You can call me Morris. Welcome to my personal website!😊

I am currently a 1st-year master’s student at Carnegie Mellon University (CMU), majoring in Machine Learning. Before that, I earned dual bachelor’s degrees from Shanghai Jiao Tong University (SJTU) and the University of Michigan (UMich).

My research interests include LLMs, post-training (SFT, RL), and coding agents.

I am actively looking for work opportunities. Please feel free to check out my CV!

CV

📝 Publications

• HardTests: Synthesizing High-Quality Test Cases for LLM Coding, Zhongmou He, Yee Man Choi, Kexun Zhang, Jiabao Ji, Junting Zhou, Dejia Xu, Ivan Bercovich, Aidan Zhang, Lei Li

• Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning, Jing Zhu, Yuhang Zhou, Shengyi Qian, Zhongmou He, Tong Zhao, Neil Shah, Danai Koutra

• LinkGPT: Teaching Large Language Models To Predict Missing Links, Zhongmou He, Jing Zhu, Shengyi Qian, Joyce Chai, Danai Koutra

• K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization, Cheng Deng, Tianhang Zhang, Zhongmou He, Yi Xu, Qiyuan Chen, Yuanyuan Shi, Luoyi Fu, Weinan Zhang, Xinbing Wang, Chenghu Zhou, Zhouhan Lin, Junxian He

• GeoGalactica: A Scientific Large Language Model in Geoscience, Zhouhan Lin, Cheng Deng, Le Zhou, Tianhang Zhang, Yi Xu, Yutong Xu, Zhongmou He, Yuanyuan Shi, Beiya Dai, Yunchong Song, Boyi Zeng, Qiyuan Chen, Tao Shi, Tianyu Huang, Yiwei Xu, Shu Wang, Luoyi Fu, Weinan Zhang, Junxian He, Chao Ma, Yunqiang Zhu, Xinbing Wang, Chenghu Zhou

📖 Educations

Carnegie Mellon University (CMU)

• Major: Machine Learning
• GPA: 4.0/4.0
• Sept. 2025 - Dec. 2026 (expected); Pittsburgh, PA

University of Michigan (UMich)

• Major: Data Science (CSE); Minor: Math
• GPA: 4.0/4.0 (Dean’s List of all semesters)
• Sept. 2023 - May. 2025; Ann Arbor, MI
• Selected coursework: Natural Language Processing (grad), Advanced AI (PhD-level), Machine Learning, Computer Vision, Stochastic Processes (grad), Computer Organization, Database Management Systems, Numerical Analysis

Shanghai Jiao Tong University (SJTU)

• Major: Electrical and Computer Engineering; Minor: Computer Science
• GPA: 3.83, Rank: top 5%
• Sept. 2021 - Aug. 2025; Shanghai, China

🎖 Honors and Awards

• [Jan. 2023] 🥇Gold Award of The University Physics Competition
  four hundred teams take part in the competition every year. The most outstanding approximately 2% of the teams will be ranked as gold medal winners.
• [Dec. 2022] 💯Excellent Freshman Scholarship of JI, SJTU (recertification)
  Full scholarship of JI, SJTU (10,000 USD/year) for outstanding academic performance. Only 3 out of 250 students can be granted with this scholarship.
• [Nov. 2022] Undergraduate Excellent Scholarship of SJTU
• [Apr. 2022] 🔍Chuntsung Scholarship
  Founded by Tsung-dao Lee, winner of a Nobel Prize in Physics, for outstanding scientific research of undergraduate students.
• [Dec. 2021] 💯Excellent Freshman Scholarship of JI, SJTU
• [Dec. 2021] Puyuan Future Talent Scholarship
• [Dec. 2020] 🥈National Olympiad in Informatics in Provinces (NOIP) Second Place

💬 Activities

• [Apr. 2023 - Aug. 2023] Student Advisor @ Advising Center of SJTU
  Assist students in course selection, learning, and career planning. Regularly organize workshops to share relevant experiences.
• [Aug. 2022] Team Leader @ Zhufei Project
  Zhufei Project aims helping freshmen with financial difficulties by organizing senior students to visit them at home, explaining the financial aid policy of the college, and describing the campus life.
• [Dec. 2021] Participant @ Puyuan Future Talent Selection Camp

💻 Internships