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Jianfei Cai

Nanyang Technological University, Division of Computer Communications, College of Engineering, Singapore

38 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9444-3763 ↗Google Scholar ↗Homepage ↗

Venues

CVPR ×9ECCV ×7AAAI ×4ACM MM ×4ICLR ×4NeurIPS ×4MICCAI ×3ICCV ×1ICML ×1WACV ×1

Frequent coauthors

Bohan Zhuang
×11
Qianyi Wu
×9
Hamid Rezatofighi
×5
Yihang Chen
×4
Mehrtash Harandi
×4
Chenhui Gou
×4
Hengcan Shi
×4
Jin Ye
×4
Yicheng Wu
×4
Zizheng Pan
×4
Jianmin Zheng
×4
Duy-Tho Le
×3

Papers

  1. Marginalized Generalized IoU (MGIoU): A Unified Objective Function for Optimizing Convex Parametric Shapes
    AAAI 2026 ·
    Duy-Tho Le
    ,
    Trung Pham
    , Jianfei Cai,
    Hamid Rezatofighi
  2. PCGS: Progressive Compression of 3D Gaussian Splatting
    AAAI 2026 ·
    Yihang Chen
    ,
    Mengyao Li
    ,
    Qianyi Wu
    ,
    Weiyao Lin
    ,
    Mehrtash Harandi
    , Jianfei Cai
  3. PanFlow: Decoupled Motion Control for Panoramic Video Generation
    AAAI 2026 ·
    Cheng Zhang
    ,
    Hanwen Liang
    ,
    Donny Y. Chen
    ,
    Qianyi Wu
    ,
    Konstantinos N. Plataniotis
    ,
    Camilo Cruz Gambardella
    , Jianfei Cai
  4. Where and What Matters: Sensitivity-Aware Task Vectors for Many-Shot Multimodal In-Context Learning
    AAAI 2026 ·
    Ziyu Ma
    ,
    Chenhui Gou
    ,
    Yiming Hu
    ,
    Yong Wang
    ,
    Bohan Zhuang
    , Jianfei Cai
  5. DrVideo: Document Retrieval Based Long Video Understanding
    CVPR 2025 ·
    Ziyu Ma
    ,
    Chenhui Gou
    ,
    Hengcan Shi
    ,
    Bin Sun
    ,
    Shutao Li
    ,
    Hamid Rezatofighi
    , Jianfei Cai
  6. FPN-in-FPN: A Nested Multi-scale Aggregation Network for Polyp Segmentation
    MICCAI 2025 ·
    Jin Ye
    ,
    Yanzhou Su
    ,
    Yicheng Wu
    ,
    Junjun He
    ,
    Bohan Zhuang
    ,
    Zhaolin Chen
    , Jianfei Cai
  7. Fast Feedforward 3D Gaussian Splatting Compression
    ICLR 2025 ·
    Yihang Chen
    ,
    Qianyi Wu
    ,
    Mengyao Li
    ,
    Weiyao Lin
    ,
    Mehrtash Harandi
    , Jianfei Cai
  8. McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis
    WACV 2025 ·
    Sanuwani Dayarathna
    ,
    Kh Tohidul Islam
    ,
    Bohan Zhuang
    ,
    Guang Yang
    , Jianfei Cai,
    Meng Law
    ,
    Zhaolin Chen
  9. New Multiple Sclerosis Lesion Segmentation via Calibrated Inter-patch Blending
    MICCAI 2025 ·
    Jin Ye
    ,
    Son Duy Dao
    ,
    Yicheng Wu
    ,
    Yasmeen M. George
    ,
    Thanh Nguyen-Duc
    ,
    Daniel F. Schmidt
    ,
    Hengcan Shi
    ,
    Winston Chong
    , Jianfei Cai
  10. PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction
    ICLR 2025 ·
    Shangyu Chen
    ,
    Zizheng Pan
    , Jianfei Cai,
    Dinh Q. Phung
  11. PanSplat: 4K Panorama Synthesis with Feed-Forward Gaussian Splatting
    CVPR 2025 ·
    Cheng Zhang
    ,
    Haofei Xu
    ,
    Qianyi Wu
    ,
    Camilo Cruz Gambardella
    ,
    Dinh Q. Phung
    , Jianfei Cai
  12. Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis
    CVPR 2025 ·
    Hongyu Sun
    ,
    Qiuhong Ke
    ,
    Ming Cheng
    ,
    Yongcai Wang
    ,
    Deying Li
    ,
    Chenhui Gou
    , Jianfei Cai
  13. Relightable and Dynamic Gaussian Avatar Reconstruction from Monocular Video
    ACM MM 2025 ·
    Seonghwa Choi
    ,
    Moonkyeong Choi
    ,
    Mingyu Jang
    ,
    Jaekyung Kim
    , Jianfei Cai,
    Wen-Huang Cheng
    ,
    Sanghoon Lee
  14. T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching
    ICLR 2025 ·
    Zizheng Pan
    ,
    Bohan Zhuang
    ,
    De-An Huang
    ,
    Weili Nie
    ,
    Zhiding Yu
    ,
    Chaowei Xiao
    , Jianfei Cai,
    Anima Anandkumar
  15. VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior
    ICCV 2025 ·
    Xindi Yang
    ,
    Baolu Li
    ,
    Yiming Zhang
    ,
    Zhenfei Yin
    ,
    Lei Bai
    ,
    Liqian Ma
    ,
    Zhiyong Wang
    , Jianfei Cai,
    Tien-Tsin Wong
    ,
    Huchuan Lu
    ,
    Xu Jia
  16. Dataset, Challenge, and Evaluation for Tumor Segmentation Variability
    ACM MM 2024 ·
    Yicheng Wu
    ,
    Yutong Xie
    ,
    Xiangde Luo
    ,
    Qi Wu
    , Jianfei Cai
  17. Differentiable Convex Polyhedra Optimization from Multi-view Images
    ECCV 2024 ·
    Daxuan Ren
    ,
    Haiyi Mei
    ,
    Hezi Shi
    ,
    Jianmin Zheng
    , Jianfei Cai,
    Lei Yang
  18. Diffusion Model for Robust Multi-sensor Fusion in 3D Object Detection and BEV Segmentation
    ECCV 2024 ·
    Duy-Tho Le
    ,
    Hengcan Shi
    , Jianfei Cai,
    Hamid Rezatofighi
  19. Diversified and Personalized Multi-Rater Medical Image Segmentation
    CVPR 2024 ·
    Yicheng Wu
    ,
    Xiangde Luo
    ,
    Zhe Xu
    ,
    Xiaoqing Guo
    ,
    Lie Ju
    ,
    Zongyuan Ge
    ,
    Wenjun Liao
    , Jianfei Cai
  20. Efficient Stitchable Task Adaptation
    CVPR 2024 ·
    Haoyu He
    ,
    Zizheng Pan
    ,
    Jing Liu
    , Jianfei Cai,
    Bohan Zhuang
  21. GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI
    NeurIPS 2024 ·
    Pengcheng Chen
    ,
    Jin Ye
    ,
    Guoan Wang
    ,
    Yanjun Li
    ,
    Zhongying Deng
    ,
    Wei Li
    ,
    Tianbin Li
    ,
    Haodong Duan
    ,
    Ziyan Huang
    ,
    Yanzhou Su
    ,
    Benyou Wang
    ,
    Shaoting Zhang
    ,
    Bin Fu
    , Jianfei Cai,
    Bohan Zhuang
    ,
    Eric J. Seibel
    ,
    Junjun He
    ,
    Yu Qiao
  22. Generative Region-Language Pretraining for Open-Ended Object Detection
    CVPR 2024 ·
    Chuang Lin
    ,
    Yi Jiang
    ,
    Lizhen Qu
    ,
    Zehuan Yuan
    , Jianfei Cai
  23. HAC: Hash-Grid Assisted Context for 3D Gaussian Splatting Compression
    ECCV 2024 ·
    Yihang Chen
    ,
    Qianyi Wu
    ,
    Weiyao Lin
    ,
    Mehrtash Harandi
    , Jianfei Cai
  24. How Far can we Compress Instant-NGP-Based NeRF?
    CVPR 2024 ·
    Yihang Chen
    ,
    Qianyi Wu
    ,
    Mehrtash Harandi
    , Jianfei Cai
  25. JRDB-PanoTrack: An Open-World Panoptic Segmentation and Tracking Robotic Dataset in Crowded Human Environments
    CVPR 2024 ·
    Duy-Tho Le
    ,
    Chenhui Gou
    ,
    Stavya Datta
    ,
    Hengcan Shi
    ,
    Ian D. Reid
    , Jianfei Cai,
    Hamid Rezatofighi
  26. Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment Analysis
    ACM MM 2024 ·
    Xianbing Zhao
    ,
    Lizhen Qu
    ,
    Tao Feng
    , Jianfei Cai,
    Buzhou Tang
  27. MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views
    NeurIPS 2024 ·
    Yuedong Chen
    ,
    Chuanxia Zheng
    ,
    Haofei Xu
    ,
    Bohan Zhuang
    ,
    Andrea Vedaldi
    ,
    Tat-Jen Cham
    , Jianfei Cai
  28. MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-view Images
    ECCV 2024 ·
    Yuedong Chen
    ,
    Haofei Xu
    ,
    Chuanxia Zheng
    ,
    Bohan Zhuang
    ,
    Marc Pollefeys
    ,
    Andreas Geiger
    ,
    Tat-Jen Cham
    , Jianfei Cai
  29. McGrids: Monte Carlo-Driven Adaptive Grids for Iso-Surface Extraction
    ECCV 2024 ·
    Daxuan Ren
    ,
    Hezi Shi
    ,
    Jianmin Zheng
    , Jianfei Cai
  30. Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering
    NeurIPS 2024 ·
    Meng Wei
    ,
    Qianyi Wu
    ,
    Jianmin Zheng
    ,
    Hamid Rezatofighi
    , Jianfei Cai
  31. Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
    NeurIPS 2024 ·
    Hongyu Sun
    ,
    Qiuhong Ke
    ,
    Yongcai Wang
    ,
    Wang Chen
    ,
    Kang Yang
    ,
    Deying Li
    , Jianfei Cai
  32. Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024
    ACM MM 2024 · Jianfei Cai,
    Mohan S. Kankanhalli
    ,
    Balakrishnan Prabhakaran
    ,
    Susanne Boll
    ,
    Ramanathan Subramanian
    ,
    Liang Zheng
    ,
    Vivek K. Singh
    ,
    Pablo César
    ,
    Lexing Xie
    ,
    Dong Xu
  33. QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models
    ICLR 2024 ·
    Jing Liu
    ,
    Ruihao Gong
    ,
    Xiuying Wei
    ,
    Zhiwei Dong
    , Jianfei Cai,
    Bohan Zhuang
  34. SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation
    MICCAI 2024 ·
    Guoan Wang
    ,
    Jin Ye
    ,
    Junlong Cheng
    ,
    Tianbin Li
    ,
    Zhaolin Chen
    , Jianfei Cai,
    Junjun He
    ,
    Bohan Zhuang
  35. Sharpness-Aware Data Generation for Zero-shot Quantization
    ICML 2024 ·
    Hoang Anh Dung
    ,
    Cuong Pham
    ,
    Trung Le
    , Jianfei Cai,
    Thanh-Toan Do
  36. Stitched ViTs are Flexible Vision Backbones
    ECCV 2024 ·
    Zizheng Pan
    ,
    Jing Liu
    ,
    Haoyu He
    , Jianfei Cai,
    Bohan Zhuang
  37. Surface Reconstruction from 3D Gaussian Splatting via Local Structural Hints
    ECCV 2024 ·
    Qianyi Wu
    ,
    Jianmin Zheng
    , Jianfei Cai
  38. Taming Stable Diffusion for Text to 360° Panorama Image Generation
    CVPR 2024 ·
    Cheng Zhang
    ,
    Qianyi Wu
    ,
    Camilo Cruz Gambardella
    ,
    Xiaoshui Huang
    ,
    Dinh Phung
    ,
    Wanli Ouyang
    , Jianfei Cai