PPaperPicks

Yuan Gao

29 papers at tracked venues · 16 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. FADE: Identifying and Exploring Entities via the Entire Bitcoin Network
  2. InfoCLIP: Bridging Vision-Language Pretraining and Open-Vocabulary Semantic Segmentation via Information-Theoretic Alignment Transfer
  3. LUMIN: A Longitudinal Multi-modal Knowledge Decomposition Network for Predicting Breast Cancer Recurrence
  4. MOON: Generative MLLM-based Multimodal Representation Learning for E-commerce Product Understanding
  5. A Computational Simulation of Language Production in First Language Acquisition
    EMNLP 2025 · Yuan Gao
  6. ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural Networks
  7. Bridging Class Imbalance and Partial Labeling Via Spectral-Balanced Energy Propagation for Skeleton-Based Action Recognition
  8. Cross-Batch Aggregation for Streaming Learning from Label Proportions in Industrial-Scale Recommendation Systems
  9. Decoder-Only LLMs can be Masked Auto-Encoders
  10. DepR: Depth Guided Single-View Scene Reconstruction with Instance-Level Diffusion
  11. DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector
  12. DpDNet: An Dual-Prompt-Driven Network for Universal PET-CT Segmentation
  13. Efficient Representativeness-Aware Coreset Selection
  14. Enabling On-Chip Adaptive Linear Optimal Control via Linearized Gaussian Process
    IROS 2025 · Yuan Gao
  15. GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers
  16. Image Captioning with Multimodal Guidance and Search Space Optimization
  17. LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating
  18. MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query
  19. MyoChallenge 2024: A New Benchmark for Physiological Dexterity and Agility in Bionic Humans
  20. On the Convergence of Tâtonnement for Linear Fisher Markets
  21. RefineNet: Elevating Medical Foundation Models Through Quality-Centric Data Curation by MLLM-Annotated Proxy Distillation
  22. Efficient Active Domain Adaptation for Semantic Segmentation by Selecting Information-Rich Superpixels
    ECCV 2024 · Yuan Gao
  23. Enhancing Vision-Language Pre-Training with Rich Supervisions
    CVPR 2024 · Yuan Gao
  24. Improving Neoadjuvant Therapy Response Prediction by Integrating Longitudinal Mammogram Generation with Cross-Modal Radiological Reports: A Vision-Language Alignment-Guided Model
    MICCAI 2024 · Yuan Gao
  25. Multimodal Breast MRI Language-Image Pretraining (MLIP): An Exploration of a Breast MRI Foundation Model
  26. Non-adversarial Learning: Vector-Quantized Common Latent Space for Multi-sequence MRI
  27. Ordinal Learning: Longitudinal Attention Alignment Model for Predicting Time to Future Breast Cancer Events from Mammograms
  28. Self-Auxiliary Distillation for Sample Efficient Learning in Google-Scale Recommenders
  29. Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding