PPaperPicks

Lingjuan Lyu

46 papers at tracked venues · 39 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 ×1USENIX Security ×1WWW ×1

Frequent coauthors

Chen Chen
×11
Weiming Zhuang
×8
Vikash Sehwag
×7
Jingtao Li
×6
Zhenting Wang
×6
Jiaqi Wang
×5
Fenglong Ma
×5
Yaochu Jin
×4
Vivek Sharma
×3
Yuchen Liu
×3
Shiqing Ma
×3
Dimitris N. Metaxas
×3

Papers

  1. Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models
    AAAI 2026 ·
    Jiayi Luo
    ,
    Qingyun Sun
    , Lingjuan Lyu,
    Ziwei Zhang
    ,
    Haonan Yuan
    ,
    Xingcheng Fu
    ,
    Jianxin Li
  2. Argus: A Compact and Versatile Foundation Model for Vision
    CVPR 2025 ·
    Weiming Zhuang
    ,
    Chen Chen
    ,
    Zhizhong Li
    ,
    Sina Sajadmanesh
    ,
    Jingtao Li
    ,
    Jiabo Huang
    ,
    Vikash Sehwag
    ,
    Vivek Sharma
    ,
    Hirotaka Shinozaki
    ,
    Felan Carlo Garcia
    ,
    Yihao Zhan
    ,
    Naohiro Adachi
    ,
    Ryoji Eki
    ,
    Michael Spranger
    ,
    Peter Stone
    , Lingjuan Lyu
  3. Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis
    SIGKDD 2025 ·
    Jiaqi Wang
    ,
    Ziyi Yin
    ,
    Quanzeng You
    , Lingjuan Lyu,
    Fenglong Ma
  4. CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI
    CVPR 2025 ·
    Siyuan Cheng
    , Lingjuan Lyu,
    Zhenting Wang
    ,
    Xiangyu Zhang
    ,
    Vikash Sehwag
  5. CopyJudge: Automated Copyright Infringement Identification and Mitigation in Text-to-Image Diffusion Models
    ACM MM 2025 ·
    Shunchang Liu
    ,
    Zhuan Shi
    , Lingjuan Lyu,
    Yaochu Jin
    ,
    Boi Faltings
  6. Defending against Indirect Prompt Injection by Instruction Detection
    EMNLP 2025 ·
    Tongyu Wen
    ,
    Chenglong Wang
    ,
    Xiyuan Yang
    ,
    Haoyu Tang
    ,
    Yueqi Xie
    , Lingjuan Lyu,
    Zhicheng Dou
    ,
    Fangzhao Wu
  7. Enhancing Foundation Models with Federated Domain Knowledge Infusion
    ICML 2025 ·
    Jiaqi Wang
    ,
    Jingtao Li
    ,
    Weiming Zhuang
    ,
    Chen Chen
    , Lingjuan Lyu,
    Fenglong Ma
  8. Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning
    AAAI 2025 ·
    Yuchen Liu
    ,
    Chen Chen
    , Lingjuan Lyu,
    Yaochu Jin
    ,
    Gang Chen
  9. Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning
    ICML 2025 ·
    Zihan Zhou
    ,
    Yang Zhou
    ,
    Zijie Zhang
    , Lingjuan Lyu,
    Da Yan
    ,
    Ruoming Jin
    ,
    Dejing Dou
  10. FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models
    NeurIPS 2025 ·
    Yan Gao
    ,
    Massimo Roberto Scamarcia
    ,
    Javier Fernández-Marqués
    ,
    Mohammad Naseri
    ,
    Chong Shen Ng
    ,
    Dimitris Stripelis
    ,
    Zexi Li
    ,
    Tao Shen
    ,
    Jiamu Bai
    ,
    Daoyuan Chen
    ,
    Zikai Zhang
    ,
    Rui Hu
    ,
    Inseo Song
    ,
    KangYoon Lee
    ,
    Hong Jia
    ,
    Ting Dang
    ,
    Junyan Wang
    ,
    Zheyuan Liu
    ,
    Daniel J. Beutel
    , Lingjuan Lyu,
    Nicholas D. Lane
  11. How to Evaluate and Mitigate IP Infringement in Visual Generative AI?
    ICML 2025 ·
    Zhenting Wang
    ,
    Chen Chen
    ,
    Vikash Sehwag
    ,
    Minzhou Pan
    , Lingjuan Lyu
  12. LIFEBENCH: Evaluating Length Instruction Following in Large Language Models
    NeurIPS 2025 ·
    Wei Zhang
    ,
    Zhenhong Zhou
    ,
    Kun Wang
    ,
    Junfeng Fang
    ,
    Rongwu Xu
    ,
    Yuanhe Zhang
    ,
    Rui Wang
    ,
    Ge Zhang
    ,
    Xinfeng Li
    ,
    Li Sun
    , Lingjuan Lyu,
    Yang Liu
    ,
    Sen Su
  13. MLLM-as-a-Judge for Image Safety without Human Labeling
    CVPR 2025 ·
    Zhenting Wang
    ,
    Shuming Hu
    ,
    Shiyu Zhao
    ,
    Xiaowen Lin
    ,
    Felix Juefei-Xu
    ,
    Zhuowei Li
    ,
    Ligong Han
    ,
    Harihar Subramanyam
    ,
    Li Chen
    ,
    Jianfa Chen
    ,
    Nan Jiang
    , Lingjuan Lyu,
    Shiqing Ma
    ,
    Dimitris N. Metaxas
    ,
    Ankit Jain
  14. MixA: A Mixed Attention Approach with Stable Lightweight Linear Attention to Enhance Efficiency of Vision Transformers at the Edge
    ICCV 2025 ·
    Sabbir Ahmed
    ,
    Jingtao Li
    ,
    Weiming Zhuang
    ,
    Chen Chen
    , Lingjuan Lyu
  15. Personalized Federated Learning Under Local Supervision
    ICCV 2025 ·
    Qiqi Liu
    ,
    Jiaqiang Li
    ,
    Yuchen Liu
    ,
    Yaochu Jin
    , Lingjuan Lyu,
    Xiaohu Wu
    ,
    Han Yu
  16. PolypSense3D: A Multi-Source Benchmark Dataset for Depth-Aware Polyp Size Measurement in Endoscopy
    NeurIPS 2025 ·
    Ruyu Liu
    ,
    Lin Wang
    ,
    Mingming Zhou
    ,
    Jianhua Zhang
    ,
    Haoyu Zhang
    ,
    Xiufeng Liu
    ,
    Xu Cheng
    ,
    Sixian Chan
    ,
    Yanbin Shen
    ,
    Sheng Dai
    ,
    Yuping Yan
    ,
    Yaochu Jin
    , Lingjuan Lyu
  17. Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective
    AAAI 2025 ·
    Zhongjian Zhang
    ,
    Mengmei Zhang
    ,
    Xiao Wang
    , Lingjuan Lyu,
    Bo Yan
    ,
    Junping Du
    ,
    Chuan Shi
  18. Revisiting Source-Free Domain Adaptation: Insights into Representativeness, Generalization, and Variety
    CVPR 2025 ·
    Ronghang Zhu
    ,
    Mengxuan Hu
    ,
    Weiming Zhuang
    , Lingjuan Lyu,
    Xiang Yu
    ,
    Sheng Li
  19. Self-Comparison for Dataset-Level Membership Inference in Large (Vision-)Language Model
    WWW 2025 ·
    Jie Ren
    ,
    Kangrui Chen
    ,
    Chen Chen
    ,
    Vikash Sehwag
    ,
    Yue Xing
    ,
    Jiliang Tang
    , Lingjuan Lyu
  20. Six-CD: Benchmarking Concept Removals for Text-to-image Diffusion Models
    CVPR 2025 ·
    Jie Ren
    ,
    Kangrui Chen
    ,
    Yingqian Cui
    ,
    Shenglai Zeng
    ,
    Hui Liu
    ,
    Yue Xing
    ,
    Jiliang Tang
    , Lingjuan Lyu
  21. StelLA: Subspace Learning in Low-rank Adaptation using Stiefel Manifold
    NeurIPS 2025 ·
    Zhizhong Li
    ,
    Sina Sajadmanesh
    ,
    Jingtao Li
    , Lingjuan Lyu
  22. Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget
    CVPR 2025 ·
    Vikash Sehwag
    ,
    Xianghao Kong
    ,
    Jingtao Li
    ,
    Michael Spranger
    , Lingjuan Lyu
  23. Unlearning through Knowledge Overwriting: Reversible Federated Unlearning via Selective Sparse Adapter
    CVPR 2025 ·
    Zhengyi Zhong
    ,
    Weidong Bao
    ,
    Ji Wang
    ,
    Shuai Zhang
    ,
    Jingxuan Zhou
    , Lingjuan Lyu,
    Wei Yang Bryan Lim
  24. A Simple Background Augmentation Method for Object Detection with Diffusion Model
    ECCV 2024 ·
    Yuhang Li
    ,
    Xin Dong
    ,
    Chen Chen
    ,
    Weiming Zhuang
    , Lingjuan Lyu
  25. Backdoor Attacks with Input-Unique Triggers in NLP
    ECML-PKDD 2024 ·
    Xukun Zhou
    ,
    Jiwei Li
    ,
    Tianwei Zhang
    , Lingjuan Lyu,
    Muqiao Yang
    ,
    Jun He
  26. Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning
    ICML 2024 ·
    Jiaqi Wang
    ,
    Chenxu Zhao
    , Lingjuan Lyu,
    Quanzeng You
    ,
    Mengdi Huai
    ,
    Fenglong Ma
  27. COALA: A Practical and Vision-Centric Federated Learning Platform
    ICML 2024 ·
    Weiming Zhuang
    ,
    Jian Xu
    ,
    Chen Chen
    ,
    Jingtao Li
    , Lingjuan Lyu
  28. CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence
    NeurIPS 2024 ·
    Chaochao Chen
    ,
    Jiaming Zhang
    ,
    Yizhao Zhang
    ,
    Li Zhang
    , Lingjuan Lyu,
    Yuyuan Li
    ,
    Biao Gong
    ,
    Chenggang Yan
  29. DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release
    NeurIPS 2024 ·
    Farzaneh Askari
    , Lingjuan Lyu,
    Vivek Sharma
  30. DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models
    ICLR 2024 ·
    Zhenting Wang
    ,
    Chen Chen
    , Lingjuan Lyu,
    Dimitris N. Metaxas
    ,
    Shiqing Ma
  31. Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
    NAACL 2024 ·
    Shuai Zhao
    ,
    Leilei Gan
    ,
    Anh Tuan Luu
    ,
    Jie Fu
    , Lingjuan Lyu,
    Meihuizi Jia
    ,
    Jinming Wen
  32. Detecting, Explaining, and Mitigating Memorization in Diffusion Models
    ICLR 2024 ·
    Yuxin Wen
    ,
    Yuchen Liu
    ,
    Chen Chen
    , Lingjuan Lyu
  33. Effective Federated Graph Matching
    ICML 2024 ·
    Yang Zhou
    ,
    Zijie Zhang
    ,
    Zeru Zhang
    , Lingjuan Lyu,
    Wei-Shinn Ku
  34. FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection
    NeurIPS 2024 ·
    Jiaqi Wang
    ,
    Xiaochen Wang
    , Lingjuan Lyu,
    Jinghui Chen
    ,
    Fenglong Ma
  35. FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations
    NeurIPS 2024 ·
    Ziyao Wang
    ,
    Zheyu Shen
    ,
    Yexiao He
    ,
    Guoheng Sun
    ,
    Hongyi Wang
    , Lingjuan Lyu,
    Ang Li
  36. FedMef: Towards Memory-Efficient Federated Dynamic Pruning
    CVPR 2024 ·
    Hong Huang
    ,
    Weiming Zhuang
    ,
    Chen Chen
    , Lingjuan Lyu
  37. FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity
    ICLR 2024 ·
    Kai Yi
    ,
    Nidham Gazagnadou
    ,
    Peter Richtárik
    , Lingjuan Lyu
  38. FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning
    SIGKDD 2024 ·
    Zihui Wang
    ,
    Zheng Wang
    , Lingjuan Lyu,
    Zhaopeng Peng
    ,
    Zhicheng Yang
    ,
    Chenglu Wen
    ,
    Rongshan Yu
    ,
    Cheng Wang
    ,
    Xiaoliang Fan
  39. FedWon: Triumphing Multi-domain Federated Learning Without Normalization
    ICLR 2024 ·
    Weiming Zhuang
    , Lingjuan Lyu
  40. Finding Needles in a Haystack: A Black-Box Approach to Invisible Watermark Detection
    ECCV 2024 ·
    Minzhou Pan
    ,
    Zhenting Wang
    ,
    Xin Dong
    ,
    Vikash Sehwag
    , Lingjuan Lyu,
    Xue Lin
  41. How to Trace Latent Generative Model Generated Images without Artificial Watermark?
    ICML 2024 ·
    Zhenting Wang
    ,
    Vikash Sehwag
    ,
    Chen Chen
    , Lingjuan Lyu,
    Dimitris N. Metaxas
    ,
    Shiqing Ma
  42. PerceptAnon: Exploring the Human Perception of Image Anonymization Beyond Pseudonymization for GDPR
    ICML 2024 ·
    Kartik Patwari
    ,
    Chen-Nee Chuah
    , Lingjuan Lyu,
    Vivek Sharma
  43. Protecting Split Learning by Potential Energy Loss
    IJCAI 2024 ·
    Fei Zheng
    ,
    Chaochao Chen
    , Lingjuan Lyu,
    Xinyi Fu
    ,
    Xing Fu
    ,
    Weiqiang Wang
    ,
    Xiaolin Zheng
    ,
    Jianwei Yin
  44. Unveiling and Mitigating Memorization in Text-to-Image Diffusion Models Through Cross Attention
    ECCV 2024 ·
    Jie Ren
    ,
    Yaxin Li
    ,
    Shenglai Zeng
    ,
    Han Xu
    , Lingjuan Lyu,
    Yue Xing
    ,
    Jiliang Tang
  45. Unveiling the Secrets without Data: Can Graph Neural Networks Be Exploited through Data-Free Model Extraction Attacks?
    USENIX Security 2024 ·
    Yuanxin Zhuang
    ,
    Chuan Shi
    ,
    Mengmei Zhang
    ,
    Jinghui Chen
    , Lingjuan Lyu,
    Pan Zhou
    ,
    Lichao Sun
  46. pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
    NeurIPS 2024 ·
    Jiaqi Wang
    ,
    Qi Li
    , Lingjuan Lyu,
    Fenglong Ma