Zhenguang Liu
百人计划研究员
Works on AI security and blockchain security.
Zhenguang Liu's lab at Zhejiang works on trustworthy & safe ML. 63 papers since 2023, 29 at top venues, mostly AAAI and ACM MM. Applications close .
At a glance
- papers, 2023–2026
- 16/ year
- at T1 venues
- 46%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 10 papers2026 · T1 5 · collecting
- 16 papers2025 · T1 9
- 12 papers2024 · T1 4
- 25 papers2023 · T1 11
T1 venuesOtherVenues: AAAI, ACM MM, CVPR, WWW, TKDE
Research focuspaper titles that use each topic's words
- blockchain4 papers
- security2 papers
- Trustworthy & safe ML1 paper
- cyber science0 papers
- cyber0 papers
Paper list
From DBLP.
202610 papers
- ACM Comput. Surv.A Survey on Image Segmentation and Super-resolution Reconstruction in Visual Sensor Networks (opens in a new tab)
- AAAI (T1)Attentive Keypoint Identification: Progressive Spatiotemporal Refinement for Video-based Human Pose Estimation (opens in a new tab)
- NDSS (T1)BINALIGNER: Aligning Binary Code for Cross-Compilation Environment Diffing (opens in a new tab)
- AAAI (T1)DiffusionPose: Markov-Optimized Diffusion Model for Human Pose Estimation (opens in a new tab)
- AAAI (T1)Dual Coding Theory in Action: Language-Assisted Human Pose Estimation in Videos (opens in a new tab)
- ACM Trans. Multim. Comput. Commun. Appl.Improving Test-Time Efficiency in Source-Free Semantic Segmentation via Multi-Stage Self-Training (opens in a new tab)
- IEEE Trans. Dependable Secur. Comput.Reconstruct Private Embeddings: An Interaction-Level Membership Inference Attack Against Federated Social Matching (opens in a new tab)
- TIP (T1)Rethinking Skeleton-Based Action Recognition From Action-Class Prediction Distribution Perspective (opens in a new tab)
- IWQoSSOPSmith: Forging Executable SOPs for LLM-Driven GPU Cluster Network Diagnosis (opens in a new tab)
- IEEE Trans. Dependable Secur. Comput.Unveiling Deepfakes: A Frequency-Aware Triple Branch Network for Deepfake Detection (opens in a new tab)
202516 papers
- AAAI (T1)Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation (opens in a new tab)
- Expert Systems with ApplicationsComprehensive review of smart contract and DeFi security: Attack, vulnerability detection, and automated repair (opens in a new tab)
- IEEE Signal Process. Lett.Dual Space Representation Learning for Skeleton-Based Action Recognition (opens in a new tab)
- IEEE Internet Things J.Enhancing Human Pose Estimation in Internet of Things via Diffusion Generative Models (opens in a new tab)
- IEEE Trans. Dependable Secur. Comput.Fight Perturbations With Perturbations: Defending Adversarial Attacks via Neuron Influence (opens in a new tab)
- CVPR (T1)FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning (opens in a new tab)
- CVPR (T1)Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion Models (opens in a new tab)
- AAAI (T1)HVIS: A Human-like Vision and Inference System for Human Motion Prediction (opens in a new tab)
- IEEE Trans. Dependable Secur. Comput.I Know Who Clones Your Code: Interpretable Smart Contract Similarity Detection (opens in a new tab)
- ICICMalicious Encrypted Traffic Detection with Transformer and Dual-Layer Meta-update Incremental Learning (opens in a new tab)
- AAAI (T1)MTVHunter: Smart Contracts Vulnerability Detection Based on Multi-Teacher Knowledge Translation (opens in a new tab)
- ICASSP (T1)Multi-Grained Feature Pruning for Video-Based Human Pose Estimation (opens in a new tab)
202412 papers
- Future Gener. Comput. Syst.ANNProof: Building a verifiable and efficient outsourced approximate nearest neighbor search system on blockchain (opens in a new tab)
- IET BlockchainBlockchain for finance: A survey (opens in a new tab)
- IUIConan's Bow Tie: A Streaming Voice Conversion for Real-Time VTuber Livestreaming (opens in a new tab)
- USENIX Security (T1)Detecting Kernel Memory Bugs through Inconsistent Memory Management Intention Inferences (opens in a new tab)
- IEEE Trans. Dependable Secur. Comput.Do as I Do: Pose Guided Human Motion Copy (opens in a new tab)
- AAAI (T1)Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection (opens in a new tab)
- Complex Intell. Syst.GITPose: going shallow and deeper using vision transformers for human pose estimation (opens in a new tab)
- ACM MMJoint-Motion Mutual Learning for Pose Estimation in Video (opens in a new tab)
- AAAI (T1)Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval (opens in a new tab)
- Pattern RecognitionMulti-threshold deep metric learning for facial expression recognition (opens in a new tab)
- Findings of ACLRed Teaming Visual Language Models (opens in a new tab)
- CVPR (T1)Rethinking Human Motion Prediction with Symplectic Integral (opens in a new tab)
202325 papers
- Multim. Syst.2D Human pose estimation: a survey (opens in a new tab)
- WSDM (T1)A Causal View for Item-level Effect of Recommendation on User Preference (opens in a new tab)
- IJCAI (T1)Action Recognition with Multi-stream Motion Modeling and Mutual Information Maximization (opens in a new tab)
- WWW (T1)Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum (opens in a new tab)
- WSDM (T1)Alleviating Structural Distribution Shift in Graph Anomaly Detection (opens in a new tab)
- TKDE (T1)Binary Label Learning for Semi-Supervised Feature Selection (opens in a new tab)
- ACM MMCategory-Level Articulated Object 9D Pose Estimation via Reinforcement Learning (opens in a new tab)
- TKDE (T1)Combining Graph Neural Networks With Expert Knowledge for Smart Contract Vulnerability Detection (opens in a new tab)
- KSEMCoMeta: Enhancing Meta Embeddings with Collaborative Information in Cold-Start Problem of Recommendation (opens in a new tab)
- IEEE Trans. Inf. Forensics Secur.Cross-Chain Virtual Payment Channels (opens in a new tab)
- ACM MMCross-Modal and Multi-Attribute Face Recognition: A Benchmark (opens in a new tab)
- WWW (T1)Cross-Modality Mutual Learning for Enhancing Smart Contract Vulnerability Detection on Bytecode (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to ZhejiangFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- Per ZJU language requirements
- Fee
- RMB 800
Not yet confirmed for this intake.
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Data
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