Scholar
Yichi Zhang
Google Scholar ID: HzgDakoAAAAJ
PhD candidate, Tsinghua University
Machine Learning
Trustworthy AI
Multimodal Learning
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Citations & Impact
All-time
Citations
834
H-index
10
i10-index
11
Publications
20
Co-authors
8
list available
Contact
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Publications
3 items
Understanding by Reconstruction: Reversing the Software Development Process for LLM Pretraining
2026
Cited
0
Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification
2026
Cited
0
Reasoning as State Transition: A Representational Analysis of Reasoning Evolution in Large Language Models
2026
Cited
0
Resume (English only)
Academic Achievements
Two papers accepted at NeurIPS 2025
Oral presentation at ICML 2025: 'STAIR: Safe alignment with introspective reasoning'
Highlight paper at CVPR 2024
Paper accepted at ICLR 2024
Paper accepted at CVPR 2023
Paper published in CVIU
Released RealSafe-R1 (2024), a safety-aligned DeepSeek-R1 family without compromising reasoning
Released MultiTrust benchmark (2024) for trustworthiness evaluation of multimodal LLMs
1st place in 2022 International Algorithm Case Competition (Adversarial Robustness track)
Selected for Tencent 'Hunyuan Scholar' PhD Research Incentive Program (2025, 23 nationwide)
Beijing Outstanding Graduate (2022, only 4 in CS department)
Merit Student, Beijing (2021)
2nd place in CVPR 2021 Security AI Challenger (Unrestricted Adversarial Attacks on ImageNet, 2/1599)
8th place in CIKM 2020 Adversarial Challenge on Object Detection (8/1814)
Research Experience
Research Intern, Qwen Team, Alibaba, 2025–Present
Visiting Ph.D. Student, TML Lab (Prof. Tongliang Liu), University of Sydney, Spring 2025
Research Intern, RealAI, 2023–2025
Research Intern, Tencent, 2021
Closely collaborates with Prof. Hang Su and Prof. Yinpeng Dong
Co-authors
8 total
Yinpeng Dong
Tsinghua University
Hang Su
Associated Professor, Tsinghua University
Jun Zhu
Professor of Computer Science, Tsinghua University
Huanran Chen
PhD student, Tsinghua SAIL
Xiao Yang
Tsinghua University
Yao Huang
Institute of Artificial Intelligence, Beihang University
Zhongkai Hao
Tsinghua University
Songming Liu
PhD of Computer Science, Tsinghua University
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