Zheling Meng

About Me

I am pursing my Ph.D. degree at Institute of Automation, Chinese Academy of Sciences (CASIA). Before that, I received my double B.S. degree in Xi'an Jiaotong University (XJTU) in 2020.

My research interests will focus on these aspects in the future:

Multi-modal understanding and generation: Pre-training, supervised fine-tuning, and reinforcement learning.
Edge-Side Applications of Large Models: Device-cloud collaboration, lightweight deployment.

[NEWS] I will join a technology company in July 2026 as a Senior Algorithm Engineer, being a selected member of the Talent Program.

Education

2023.09 - Now

Ph.D. Candidate in Computer Sciences @ CASIA

New Laboratory of Pattern Recognition (NLPR)

State Key Laboratory of Multimodal Artificial Intelligence Systems

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

2025.07 - 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

2026.01 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 Ethical, Zhongguancun Academy

Reviewer

IEEE T-IFS, T-MM, T-CSVT

ICLR, CVPR, ECCV, AAAI, PRCV

Society Member

IEEE, CSIG, CAAI

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
[CVIU] Artifact feature purification for cross-domain detection of AI-generated images
2024, 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