PPaperPicks

Yan Yan

Illinois Institute of Technology, Department of Computer Science, IL, USA

29 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1669-0662 ↗Google Scholar ↗Homepage ↗

Venues

CVPR ×8ICCV ×5NeurIPS ×4AAAI ×2ACM MM ×2ECCV ×2CCS ×1ICLR ×1ICRA ×1ICSME ×1IROS ×1SIGIR ×1

Frequent coauthors

Yuzhang Shang
×12
Junyi Wu
×10
Gaowen Liu
×8
Haoxuan Wang
×7
Weitai Kang
×6
Zhenghao Zhao
×4
Bin Duan
×4
Mubarak Shah
×4
Hao Tang
×4
Changchang Sun
×3
Ramana Rao Kompella
×3
Kai Wang
×2

Papers

  1. ProxyTTT: Proxy-driven Test-Time Training for Multi-modal Re-identification
    AAAI 2026 ·
    Aihua Zheng
    ,
    Zhaojun Liu
    ,
    Xixi Wan
    ,
    Chenglong Li
    ,
    Jin Tang
    , Yan Yan
  2. CaO2: Rectifying Inconsistencies in Diffusion-Based Dataset Distillation
    ICCV 2025 ·
    Haoxuan Wang
    ,
    Zhenghao Zhao
    ,
    Junyi Wu
    ,
    Yuzhang Shang
    ,
    Gaowen Liu
    , Yan Yan
  3. DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture
    CVPR 2025 ·
    Qianlong Xiang
    ,
    Miao Zhang
    ,
    Yuzhang Shang
    ,
    Jianlong Wu
    , Yan Yan,
    Liqiang Nie
  4. Distilling Long-tailed Datasets
    CVPR 2025 ·
    Zhenghao Zhao
    ,
    Haoxuan Wang
    ,
    Yuzhang Shang
    ,
    Kai Wang
    , Yan Yan
  5. Efficient Multimodal Dataset Distillation via Generative Models
    NeurIPS 2025 ·
    Zhenghao Zhao
    ,
    Haoxuan Wang
    ,
    Junyi Wu
    ,
    Yuzhang Shang
    ,
    Gaowen Liu
    , Yan Yan
  6. Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model
    CVPR 2025 ·
    Changchang Sun
    ,
    Gaowen Liu
    ,
    Charles Fleming
    , Yan Yan
  7. Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library
    ICSME 2025 ·
    Bin Duan
    ,
    Tarek Mahmud
    ,
    Meiru Che
    , Yan Yan,
    Naipeng Dong
    ,
    Dan Dongseong Kim
    ,
    Guowei Yang
  8. Intent3D: 3D Object Detection in RGB-D Scans Based on Human Intention
    ICLR 2025 ·
    Weitai Kang
    ,
    Mengxue Qu
    ,
    Jyoti Kini
    ,
    Yunchao Wei
    ,
    Mubarak Shah
    , Yan Yan
  9. LLaVA-Prumerge: Adaptive Token Reduction for Efficient Large Multimodal Models
    ICCV 2025 ·
    Yuzhang Shang
    ,
    Mu Cai
    ,
    Bingxin Xu
    ,
    Yong Jae Lee
    , Yan Yan
  10. MaskSAM: Auto-Prompt SAM with Mask Classification for Volumetric Medical Image Segmentation
    ICCV 2025 ·
    Bin Xie
    ,
    Hao Tang
    ,
    Bin Duan
    ,
    Dawen Cai
    , Yan Yan,
    Gady Agam
  11. Orientation-anchored Hyper-Gaussian for 4D Reconstruction from Casual Videos
    NeurIPS 2025 ·
    Junyi Wu
    ,
    Jiachen Tao
    ,
    Haoxuan Wang
    ,
    Gaowen Liu
    ,
    Ramana Kompella
    , Yan Yan
  12. PLRV-O: Advancing Differentially Private Deep Learning via Privacy Loss Random Variable Optimization
    CCS 2025 ·
    Qin Yang
    ,
    Nicholas Stout
    ,
    Meisam Mohammady
    ,
    Han Wang
    ,
    Ayesha Samreen
    ,
    Christopher J. Quinn
    , Yan Yan,
    Ashish Kundu
    ,
    Yuan Hong
  13. QuEST: Low-Bit Diffusion Model Quantization via Efficient Selective Finetuning
    ICCV 2025 ·
    Haoxuan Wang
    ,
    Yuzhang Shang
    ,
    Zhihang Yuan
    ,
    Junyi Wu
    ,
    Junchi Yan
    , Yan Yan
  14. Robin3D Improving 3D Large Language Model via Robust Instruction Tuning
    ICCV 2025 ·
    Weitai Kang
    ,
    Haifeng Huang
    ,
    Yuzhang Shang
    ,
    Mubarak Shah
    , Yan Yan
  15. Visual Grounding with Attention-Driven Constraint Balancing
    ACM MM 2025 ·
    Weitai Kang
    ,
    Luowei Zhou
    ,
    Junyi Wu
    ,
    Changchang Sun
    , Yan Yan
  16. X-Field: A Physically Informed Representation for 3D X-ray Reconstruction
    NeurIPS 2025 ·
    Feiran Wang
    ,
    Jiachen Tao
    ,
    Junyi Wu
    ,
    Haoxuan Wang
    ,
    Bin Duan
    ,
    Kai Wang
    ,
    Zongxin Yang
    , Yan Yan
  17. Dataset Quantization with Active Learning Based Adaptive Sampling
    ECCV 2024 ·
    Zhenghao Zhao
    ,
    Yuzhang Shang
    ,
    Junyi Wu
    , Yan Yan
  18. Efficient Multitask Dense Predictor via Binarization
    CVPR 2024 ·
    Yuzhang Shang
    ,
    Dan Xu
    ,
    Gaowen Liu
    ,
    Ramana Rao Kompella
    , Yan Yan
  19. Enhancing Post-Training Quantization Calibration Through Contrastive Learning
    CVPR 2024 ·
    Yuzhang Shang
    ,
    Gaowen Liu
    ,
    Ramana Rao Kompella
    , Yan Yan
  20. FBPT: A Fully Binary Point Transformer
    ICRA 2024 ·
    Zhixing Hou
    ,
    Yuzhang Shang
    , Yan Yan
  21. On the Faithfulness of Vision Transformer Explanations
    CVPR 2024 ·
    Junyi Wu
    ,
    Weitai Kang
    ,
    Hao Tang
    ,
    Yuan Hong
    , Yan Yan
  22. PTQ4DiT: Post-training Quantization for Diffusion Transformers
    NeurIPS 2024 ·
    Junyi Wu
    ,
    Haoxuan Wang
    ,
    Yuzhang Shang
    ,
    Mubarak Shah
    , Yan Yan
  23. Partially Aligned Cross-modal Retrieval via Optimal Transport-based Prototype Alignment Learning
    ACM MM 2024 ·
    Junsheng Wang
    ,
    Tiantian Gong
    , Yan Yan
  24. SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding
    ECCV 2024 ·
    Weitai Kang
    ,
    Gaowen Liu
    ,
    Mubarak Shah
    , Yan Yan
  25. Semi-supervised Prototype Semantic Association Learning for Robust Cross-modal Retrieval
    SIGIR 2024 ·
    Junsheng Wang
    ,
    Tiantian Gong
    , Yan Yan
  26. Token Transformation Matters: Towards Faithful Post-Hoc Explanation for Vision Transformer
    CVPR 2024 ·
    Junyi Wu
    ,
    Bin Duan
    ,
    Weitai Kang
    ,
    Hao Tang
    , Yan Yan
  27. Towards Accurate And Robust Dynamics and Reward Modeling for Model-Based Offline Inverse Reinforcement Learning
    IROS 2024 ·
    Gengyu Zhang
    , Yan Yan
  28. Versatile Navigation Under Partial Observability via Value-Guided Diffusion Policy
    CVPR 2024 ·
    Gengyu Zhang
    ,
    Hao Tang
    , Yan Yan
  29. WaveFormer: Wavelet Transformer for Noise-Robust Video Inpainting
    AAAI 2024 ·
    Zhiliang Wu
    ,
    Changchang Sun
    ,
    Hanyu Xuan
    ,
    Gaowen Liu
    , Yan Yan