Zheling Meng

About Me

某科技公司人才计划入选者，高级算法工程师。

2020年6月，本科毕业于西安交通大学信息工程和金融学专业，获双学士学位；2023年6月，硕士毕业于中国科学院自动化研究所分子影像院重点实验室，师从王坤研究员；2026年6月，博士毕业于中国科学院自动化研究所多模态人工智能系统全国重点实验室/模式识别实验室，师从谭铁牛院士和董晶研究员，研究方向为视觉生成模型及其内容安全问题。

Selected participant in a technology company's talent program, Senior Algorithm Engineer.

In June 2020, I graduated from Xi'an Jiaotong University with a dual Bachelor's degree in Information Engineering and Finance. In June 2023, I obtained my Master's degree from the Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, under the supervision of Prof. Kun Wang. In June 2026, I earned my Doctoral degree from the National Key Laboratory of Multimodal Artificial Intelligence Systems / New Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, under the joint supervision of Prof. Tieniu Tan and Jing Dong. My research focused on visual generative models and their content security issues.

Education

2023.09 - 2026.06

Ph.D. in Computer Sciences @ CASIA

New Laboratory of Pattern Recognition (NLPR)

State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS)

Supervisor: Prof. Tieniu Tan (Co-Supervisor: Prof. Jing Dong)

2020.09 - 2023.06

M.S. in Pattern Recognition and Intelligent Systems @ CASIA

CAS Key Laboratory of Moleculer Imaging

Supervisor: Prof. Kun Wang

2016.09 - 2020.06

B.S. in Information Engineering & B.S. in Finance @ XJTU

School of Information and Communication Engineering

Internship

2025.06 - 2025.08

Big Security @ Ant Group

2024.12 - 2025.05

Security and Risk Control @ Bytedance

2021.12 - 2022.10

Intelligent City and Business @ Sensetime

Awards

2026.06 Three Good Student Model (~Top 1%), UCAS
2026.01 Pandeng Scholarship, CASIA
2025.10 Best Paper (~Top 0.05%), PRCV
2025.10 Outstanding Paper (~Top 0.1%), CCF
2023.06 Three Good Student Model (~Top 1%), UCAS
2022.10 National Scholarship (~Top 1%), Ministry of Education of PRC
2020.06 Wenzhi Model, XJTU
2020.04 Outstanding Graduate, XJTU

Professional Services

Teaching Assistant

Artificial Intelligence Security, Attacks and Defenses, School of Artificial Intelligence UCAS (GitHub)
Artificial Intelligence Security and Ethics, Zhongguancun Academy

Reviewer

Journal: T-IFS, T-MM, T-CSVT, PR

Conference: ICLR, CVPR, ECCV, AAAI, PRCV

Society Member

IEEE, CSIG, CAAI

Volunteer

Alumni Relations Liaison of CASIA

Selected Papers

[PRCV, Best Paper] Concept Corrector: Erase concepts on the fly for text-to-image diffusion models
2025, PDF, Code
[T-MM] Latent watermark: Inject and detect watermarks in latent diffusion space
2025, PDF, Code
[T-MI] MSMFN: an ultrasound based multi-step modality fusion network for identifying the histologic subtypes of metastatic cervical lymphadenopathy
2022, PDF, Code
[ISBI] CEUSegNet: A cross-modality lesion segmentation network for contrast-enhanced ultrasound
2022, PDF, Code
[BMC Medicine] Cervical lymph node metastasis prediction from papillary thyroid carcinoma US videos: a prospective multicenter study
2024, PDF
[BMC Medicine] Deep learning radiomics of dual-modality ultrasound images for hierarchical diagnosis of unexplained cervical lymphadenopathy
2022, PDF, Code