PPaperPicks

Jingfeng Zhang

26 papers at tracked venues · 22 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Overcoming Fine-Grained Visual Challenges in Animal Re-Identification via Semantic Feature Alignment
  2. ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling
  3. ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer
  4. Adversarial Preference Learning for Robust LLM Alignment
  5. Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation
  6. Editable Concept Bottleneck Models
  7. Fair Text-to-Image Diffusion via Fair Mapping
  8. ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing
  9. Learning without Isolation: Pathway Protection for Continual Learning
  10. MP-Nav: Enhancing Data Poisoning Attacks against Multimodal Learning
    ICML 2025 · Jingfeng Zhang
  11. Make Me Happier: Evoking Emotions through Image Diffusion Models
  12. One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy
  13. Privacy-Preserving Low-Rank Adaptation Against Membership Inference Attacks for Latent Diffusion Models
  14. Short-length Adversarial Training Helps LLMs Defend Long-length Jailbreak Attacks: Theoretical and Empirical Evidence
  15. Stable Vision Concept Transformers for Medical Diagnosis
  16. StyleBooth: Image Style Editing with Multimodal Instruction
  17. VACE: All-in-One Video Creation and Editing
  18. Accurate Forgetting for Heterogeneous Federated Continual Learning
  19. An LLM can Fool Itself: A Prompt-Based Adversarial Attack
  20. AutoLoRa: An Automated Robust Fine-Tuning Framework
  21. Balancing Similarity and Complementarity for Federated Learning
  22. Enhancing Learning-Based Binary Code Similarity Detection Model through Adversarial Training with Multiple Function Variants
  23. Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training
  24. Perplexity-aware Correction for Robust Alignment with Noisy Preferences
  25. SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing
  26. Towards Multi-dimensional Explanation Alignment for Medical Classification