PPaperPicks

Lingjuan Lyu

45 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3170-4994 ↗Homepage ↗

Venues

NeurIPS ×9CVPR ×8ICML ×8ICLR ×4AAAI ×3ECCV ×3ICCV ×2SIGKDD ×2ACM MM ×1ECML-PKDD ×1EMNLP ×1IJCAI ×1NAACL ×1WWW ×1

Frequent coauthors

Jiaqi Wang
DBLP profile ↗ORCID search ↗
×5
Zhenting Wang
DBLP profile ↗ORCID search ↗
×4
Weiming Zhuang
DBLP profile ↗ORCID search ↗
×3
Jie Ren
DBLP profile ↗ORCID search ↗
×3
Jiayi Luo
DBLP profile ↗ORCID search ↗
×1
Siyuan Cheng
DBLP profile ↗ORCID search ↗
×1
Shunchang Liu
DBLP profile ↗ORCID search ↗
×1
Tongyu Wen
DBLP profile ↗ORCID search ↗
×1
Yuchen Liu
DBLP profile ↗ORCID search ↗
×1
Zihan Zhou
DBLP profile ↗ORCID search ↗
×1
Yan Gao
DBLP profile ↗ORCID search ↗
×1
Wei Zhang
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models
    AAAI 2026 ·
    Jiayi Luo
    DBLP profile ↗ORCID search ↗
  2. Argus: A Compact and Versatile Foundation Model for Vision
    CVPR 2025 ·
    Weiming Zhuang
    DBLP profile ↗ORCID search ↗
  3. Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis
    SIGKDD 2025 ·
    Jiaqi Wang
    DBLP profile ↗ORCID search ↗
  4. CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI
    CVPR 2025 ·
    Siyuan Cheng
    DBLP profile ↗ORCID search ↗
  5. CopyJudge: Automated Copyright Infringement Identification and Mitigation in Text-to-Image Diffusion Models
    ACM MM 2025 ·
    Shunchang Liu
    DBLP profile ↗ORCID search ↗
  6. Defending against Indirect Prompt Injection by Instruction Detection
    EMNLP 2025 ·
    Tongyu Wen
    DBLP profile ↗ORCID search ↗
  7. Enhancing Foundation Models with Federated Domain Knowledge Infusion
    ICML 2025 ·
    Jiaqi Wang
    DBLP profile ↗ORCID search ↗
  8. Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning
    AAAI 2025 ·
    Yuchen Liu
    DBLP profile ↗ORCID search ↗
  9. Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning
    ICML 2025 ·
    Zihan Zhou
    DBLP profile ↗ORCID search ↗
  10. FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models
    NeurIPS 2025 ·
    Yan Gao
    DBLP profile ↗ORCID search ↗
  11. How to Evaluate and Mitigate IP Infringement in Visual Generative AI?
    ICML 2025 ·
    Zhenting Wang
    DBLP profile ↗ORCID search ↗
  12. LIFEBENCH: Evaluating Length Instruction Following in Large Language Models
    NeurIPS 2025 ·
    Wei Zhang
    DBLP profile ↗ORCID search ↗
  13. MLLM-as-a-Judge for Image Safety without Human Labeling
    CVPR 2025 ·
    Zhenting Wang
    DBLP profile ↗ORCID search ↗
  14. MixA: A Mixed Attention Approach with Stable Lightweight Linear Attention to Enhance Efficiency of Vision Transformers at the Edge
    ICCV 2025 ·
    Sabbir Ahmed
    DBLP profile ↗ORCID search ↗
  15. Personalized Federated Learning Under Local Supervision
    ICCV 2025 ·
    Qiqi Liu
    DBLP profile ↗ORCID search ↗
  16. PolypSense3D: A Multi-Source Benchmark Dataset for Depth-Aware Polyp Size Measurement in Endoscopy
    NeurIPS 2025 ·
    Ruyu Liu
    DBLP profile ↗ORCID search ↗
  17. Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective
    AAAI 2025 ·
    Zhongjian Zhang
    DBLP profile ↗ORCID search ↗
  18. Revisiting Source-Free Domain Adaptation: Insights into Representativeness, Generalization, and Variety
    CVPR 2025 ·
    Ronghang Zhu
    DBLP profile ↗ORCID search ↗
  19. Self-Comparison for Dataset-Level Membership Inference in Large (Vision-)Language Model
    WWW 2025 ·
    Jie Ren
    DBLP profile ↗ORCID search ↗
  20. Six-CD: Benchmarking Concept Removals for Text-to-image Diffusion Models
    CVPR 2025 ·
    Jie Ren
    DBLP profile ↗ORCID search ↗
  21. StelLA: Subspace Learning in Low-rank Adaptation using Stiefel Manifold
    NeurIPS 2025 ·
    Zhizhong Li
    DBLP profile ↗ORCID search ↗
  22. Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget
    CVPR 2025 ·
    Vikash Sehwag
    DBLP profile ↗ORCID search ↗
  23. Unlearning through Knowledge Overwriting: Reversible Federated Unlearning via Selective Sparse Adapter
    CVPR 2025 ·
    Zhengyi Zhong
    DBLP profile ↗ORCID search ↗
  24. A Simple Background Augmentation Method for Object Detection with Diffusion Model
    ECCV 2024 ·
    Yuhang Li
    DBLP profile ↗ORCID search ↗
  25. Backdoor Attacks with Input-Unique Triggers in NLP
    ECML-PKDD 2024 ·
    Xukun Zhou
    DBLP profile ↗ORCID search ↗
  26. Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning
    ICML 2024 ·
    Jiaqi Wang
    DBLP profile ↗ORCID search ↗
  27. COALA: A Practical and Vision-Centric Federated Learning Platform
    ICML 2024 ·
    Weiming Zhuang
    DBLP profile ↗ORCID search ↗
  28. CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence
    NeurIPS 2024 ·
    Chaochao Chen
    DBLP profile ↗ORCID search ↗
  29. DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release
    NeurIPS 2024 ·
    Farzaneh Askari
    DBLP profile ↗ORCID search ↗
  30. DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models
    ICLR 2024 ·
    Zhenting Wang
    DBLP profile ↗ORCID search ↗
  31. Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
    NAACL 2024 ·
    Shuai Zhao
    DBLP profile ↗ORCID search ↗
  32. Detecting, Explaining, and Mitigating Memorization in Diffusion Models
    ICLR 2024 ·
    Yuxin Wen
    DBLP profile ↗ORCID search ↗
  33. Effective Federated Graph Matching
    ICML 2024 ·
    Yang Zhou
    DBLP profile ↗ORCID search ↗
  34. FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection
    NeurIPS 2024 ·
    Jiaqi Wang
    DBLP profile ↗ORCID search ↗
  35. FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations
    NeurIPS 2024 ·
    Ziyao Wang
    DBLP profile ↗ORCID search ↗
  36. FedMef: Towards Memory-Efficient Federated Dynamic Pruning
    CVPR 2024 ·
    Hong Huang
    DBLP profile ↗ORCID search ↗
  37. FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity
    ICLR 2024 ·
    Kai Yi
    DBLP profile ↗ORCID search ↗
  38. FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning
    SIGKDD 2024 ·
    Zihui Wang
    DBLP profile ↗ORCID search ↗
  39. FedWon: Triumphing Multi-domain Federated Learning Without Normalization
    ICLR 2024 ·
    Weiming Zhuang
    DBLP profile ↗ORCID search ↗
  40. Finding Needles in a Haystack: A Black-Box Approach to Invisible Watermark Detection
    ECCV 2024 ·
    Minzhou Pan
    DBLP profile ↗ORCID search ↗
  41. How to Trace Latent Generative Model Generated Images without Artificial Watermark?
    ICML 2024 ·
    Zhenting Wang
    DBLP profile ↗ORCID search ↗
  42. PerceptAnon: Exploring the Human Perception of Image Anonymization Beyond Pseudonymization for GDPR
    ICML 2024 ·
    Kartik Patwari
    DBLP profile ↗ORCID search ↗
  43. Protecting Split Learning by Potential Energy Loss
    IJCAI 2024 ·
    Fei Zheng
    DBLP profile ↗ORCID search ↗
  44. Unveiling and Mitigating Memorization in Text-to-Image Diffusion Models Through Cross Attention
    ECCV 2024 ·
    Jie Ren
    DBLP profile ↗ORCID search ↗
  45. pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
    NeurIPS 2024 ·
    Jiaqi Wang
    DBLP profile ↗ORCID search ↗