Liyao Xiang
Tenured Associate Professor
Works on data security and privacy, AI privacy and intelligent IoT.
Liyao Xiang's lab at SJTU works on trustworthy & safe ML. 22 papers since 2023, 10 at top venues, mostly TKDD and ACM MM. 6 PhD students. 11 alumni, most often to Shanghai AI Lab 浦江实验室 and Tencent. Applications close .
At a glance
- papers, 2023–2026
- 6/ year
- at T1 venues
- 45%
- PhD students
- 6
- MS students
- 0
- alumni listed
- 11
Papers by yearfrom the lab homepage, 2023–2026
- 3 papers2026 · T1 3 · collecting
- 2 papers2025 · T1 0
- 7 papers2024 · T1 5
- 10 papers2023 · T1 2
T1 venuesOtherVenues: TKDD, ACM MM, CCS, CVPR, GLOBECOM
Research focuspaper titles that use each topic's words
- privacy4 papers
- Trustworthy & safe ML0 papers
- data security0 papers
- iot0 papers
- security0 papers
Paper list
From the lab homepage.
20263 papers
- ICLR (T1)CodeGenGuard: A Robust Watermark for Code Generation Models
- WWW (T1)PrivSniffer: Graph-based Contextual Privacy Leakage Detection for User-Generated Texts
- USENIX Security (T1)PVMark: Enabling Public Verifiability for LLM Watermarking Schemes
20252 papers
- TDSCContextual and Natural Watermarking for Tracing Code Snippet Provenance
- TIFSShuffling for Semantic Secrecy
20247 papers
- ACM MMA Principled Approach to Natural Language Watermarking
- TDSCA Verifiable and Privacy-Preserving Federated Learning Training Framework
- NDSS (T1)Crafter: Facial Feature Crafting against Inversion-based Identity Theft on Deep Models
- CCS (T1)Curator Attack: When Blackbox Differential Privacy Auditing Loses Its Power
- NeurIPS (T1)LAMBDA: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
- CVPR (T1)Permutation Equivariance of Transformers and Its Applications
- S&P (T1)SrcMarker: Dual-Channel Source Code Watermarking via Scalable Code Transformations
202310 papers
- TIFSA New Zero Knowledge Argument for General Circuits and Its Application
- TDSCCertified Distributional Robustness on Smoothed Classifiers
- GLOBECOMDeep Learning Enabled Semantic-Secure Communication with Shuffling
- TKDDDistributional Learning for Network Alignment with Global Constraints
- KDD (T1)Grace: Graph Self-Distillation and Completion to Mitigate Degree-Related Biases
- TMCLearning to Prevent Input Leakages in the Mobile Cloud Inference
- TDSCMiniTracker: Large-Scale Sensitive Information Tracking in Mini Apps
- INFOCOM (T1)Mixup Training for Generative Models to Defend Membership Inference Attacks
- TKDDOpen-World Graph Active Learning for Node Classification
- ESORICSPrivacy-Preserving Split Learning via Pareto Optimal Search
Where alumni went11 listed, 40% to industry
Industry 2Academia 3
Most often to
- Shanghai AI Lab 浦江实验室
- Tencent
Also to
- East China University of Science and Technology 华东理工大学
- Shanghai University 上海大学
- Soochow University 苏州大学
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Data
Checked against the lab homepage.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Lab homepage
Tiers are venue classifications, not lab rankings.
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