PPaperPicks

Weidong Cai

University of Sydney, Australia

39 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3706-8896 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×6ACM MM ×5WACV ×5CVPR ×4MICCAI ×4WWW ×3ACL ×2BMVC ×2ECCV ×2EMNLP ×2ECAI ×1ICCV ×1ICRA ×1IROS ×1

Frequent coauthors

Dongnan Liu
×16
Jianan Fan
×9
Heng Wang
×8
Tiancheng Gu
×8
Kaicheng Yang
×7
Chaoyi Zhang
×6
Ziyong Feng
×6
Xiang An
×5
Jiankang Deng
×5
Hang Chang
×4
Zhiyuan Li
×4
Runkai Zhao
×3

Papers

  1. ART-ASyn: Anatomy-aware Realistic Texture-based Anomaly Synthesis Framework for Chest X-Rays
    WACV 2026 ·
    Qinyi Cao
    ,
    Jianan Fan
    , Tom Weidong Cai
  2. Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images
    WACV 2026 ·
    Yaxuan Song
    ,
    Jianan Fan
    ,
    Hang Chang
    , Tom Weidong Cai
  3. Gotta Hear Them All: Towards Sound Source Aware Audio Generation
    AAAI 2026 ·
    Wei Guo
    ,
    Heng Wang
    ,
    Jianbo Ma
    , Weidong Cai
  4. HiFusion: Hierarchical Intra-Spot Alignment and Regional Context Fusion for Spatial Gene Expression Prediction from Histopathology
    AAAI 2026 ·
    Ziqiao Weng
    ,
    Yaoyu Fang
    ,
    Jiahe Qian
    ,
    Xinkun Wang
    ,
    Lee A. Cooper
    , Weidong Cai,
    Bo Zhou
  5. Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding
    ACL 2026 ·
    Shunqi Mao
    ,
    Chaoyi Zhang
    , Tom Weidong Cai
  6. UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning
    AAAI 2026 ·
    Tiancheng Gu
    ,
    Kaicheng Yang
    ,
    Kaichen Zhang
    ,
    Xiang An
    ,
    Ziyong Feng
    ,
    Yueyi Zhang
    , Weidong Cai,
    Jiankang Deng
    ,
    Lidong Bing
  7. AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation
    WACV 2025 ·
    Mingyu Sheng
    ,
    Jianan Fan
    ,
    Dongnan Liu
    ,
    Ron Kikinis
    , Weidong Cai
  8. Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs
    ACM MM 2025 ·
    Tiancheng Gu
    ,
    Kaicheng Yang
    ,
    Ziyong Feng
    ,
    Xingjun Wang
    ,
    Yanzhao Zhang
    ,
    Dingkun Long
    ,
    Yingda Chen
    , Weidong Cai,
    Jiankang Deng
  9. CA-W3D: Leveraging Context-Aware Knowledge for Weakly Supervised Monocular 3D Detection
    IROS 2025 ·
    Chupeng Liu
    ,
    Runkai Zhao
    , Weidong Cai
  10. CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination
    AAAI 2025 ·
    Kaicheng Yang
    ,
    Tiancheng Gu
    ,
    Xiang An
    ,
    Haiqiang Jiang
    ,
    Xiangzi Dai
    ,
    Ziyong Feng
    , Tom Weidong Cai,
    Jiankang Deng
  11. ChoreoMuse: Robust Music-to-Dance Video Generation with Style Transfer and Beat-Adherent Motion
    ACM MM 2025 ·
    Xuanchen Wang
    ,
    Heng Wang
    , Weidong Cai
  12. Dance any Beat: Blending Beats with Visuals in Dance Video Generation
    WACV 2025 ·
    Xuanchen Wang
    ,
    Heng Wang
    ,
    Dongnan Liu
    , Weidong Cai
  13. Diversity-Augmented Diffusion Network With LLM Assistance For Radiology Report Generation
    WWW 2025 ·
    Jieting Long
    ,
    Zhiyuan Li
    ,
    Jianan Fan
    ,
    Zhuonan Liang
    ,
    Ao Ma
    ,
    Henning Müller
    , Weidong Cai
  14. LLM-UM: The 1st Workshop on Large Language Model Using Multi-modal Data for User Modeling
    WWW 2025 ·
    Zhicheng Lu
    ,
    Mohammad Ali Moni
    ,
    Yuk Ying Chung
    , Tom Weidong Cai,
    Xiaoming Chen
  15. Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities
    ACL 2025 ·
    Zhiyuan Li
    ,
    Heng Wang
    ,
    Dongnan Liu
    ,
    Chaoyi Zhang
    ,
    Ao Ma
    ,
    Jieting Long
    , Weidong Cai
  16. ORID: Organ-Regional Information Driven Framework for Radiology Report Generation
    WACV 2025 ·
    Tiancheng Gu
    ,
    Kaicheng Yang
    ,
    Xiang An
    ,
    Ziyong Feng
    ,
    Dongnan Liu
    , Tom Weidong Cai
  17. RealSyn: An Effective and Scalable Multimodal Interleaved Document Transformation Paradigm
    ACM MM 2025 ·
    Tiancheng Gu
    ,
    Kaicheng Yang
    ,
    Chaoyi Zhang
    ,
    Yin Xie
    ,
    Xiang An
    ,
    Ziyong Feng
    ,
    Dongnan Liu
    , Weidong Cai,
    Jiankang Deng
  18. ScSAM: Debiasing Morphology and Distributional Variability in Subcellular Semantic Segmentation
    ECAI 2025 ·
    Bo Fang
    ,
    Jianan Fan
    ,
    Dongnan Liu
    ,
    Hang Chang
    ,
    Gerald J. Shami
    ,
    Filip Braet
    , Weidong Cai
  19. Seek Inner: LLM-Enhanced Information Mining for Medical Visual Question Answering
    WWW 2025 ·
    Ao Ma
    ,
    Zhiyuan Li
    ,
    Zhuonan Liang
    ,
    Tiancheng Gu
    ,
    Jianan Fan
    ,
    Jieting Long
    ,
    Henning Müller
    , Weidong Cai
  20. VRM: Knowledge Distillation via Virtual Relation Matching
    ICCV 2025 ·
    Weijia Zhang
    ,
    Fei Xie
    , Tom Weidong Cai,
    Chao Ma
  21. Accurate Fetal Head Descent Assessment During Labor Using Video Swin Transformer and Wavelet-Based Multitask Learning for 2024 MICCAI Challenge IUGC
    MICCAI 2024 ·
    Jie Gan
    ,
    Zhuonan Liang
    ,
    Jianan Fan
    ,
    Lisa Mcguire
    ,
    Jillian Clarke
    , Weidong Cai
  22. Advancements in 3D Lane Detection Using LiDAR Point Clouds: From Data Collection to Model Development
    ICRA 2024 ·
    Runkai Zhao
    ,
    Yuwen Heng
    ,
    Heng Wang
    ,
    Yuanda Gao
    ,
    Shilei Liu
    ,
    Changhao Yao
    ,
    Jiawen Chen
    , Weidong Cai
  23. Controllable Contextualized Image Captioning: Directing the Visual Narrative Through User-Defined Highlights
    ECCV 2024 ·
    Shunqi Mao
    ,
    Chaoyi Zhang
    ,
    Hang Su
    ,
    Hwanjun Song
    ,
    Igor Shalyminov
    , Weidong Cai
  24. Cross-Domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction
    MICCAI 2024 ·
    Yui Lo
    ,
    Yuqian Chen
    ,
    Dongnan Liu
    ,
    Wan Liu
    ,
    Leo R. Zekelman
    ,
    Fan Zhang
    ,
    Yogesh Rathi
    ,
    Nikos Makris
    ,
    Alexandra J. Golby
    , Weidong Cai,
    Lauren J. O'Donnell
  25. Cross-View Consistency Regularisation for Knowledge Distillation
    ACM MM 2024 ·
    Weijia Zhang
    ,
    Dongnan Liu
    , Weidong Cai,
    Chao Ma
  26. Device-Wise Federated Network Pruning
    CVPR 2024 ·
    Shangqian Gao
    ,
    Junyi Li
    ,
    Zeyu Zhang
    ,
    Yanfu Zhang
    , Weidong Cai,
    Heng Huang
  27. EgoSG: Learning 3D Scene Graphs from Egocentric RGB-D Sequences
    CVPR 2024 ·
    Chaoyi Zhang
    ,
    Xitong Yang
    ,
    Ji Hou
    ,
    Kris Kitani
    , Weidong Cai,
    Fu-Jen Chu
  28. Enhancing Advanced Visual Reasoning Ability of Large Language Models
    EMNLP 2024 ·
    Zhiyuan Li
    ,
    Dongnan Liu
    ,
    Chaoyi Zhang
    ,
    Heng Wang
    ,
    Tengfei Xue
    , Weidong Cai
  29. LaPA: Latent Prompt Assist Model for Medical Visual Question Answering
    CVPR 2024 ·
    Tiancheng Gu
    ,
    Kaicheng Yang
    ,
    Dongnan Liu
    , Weidong Cai
  30. LaneCMKT: Boosting Monocular 3D Lane Detection with Cross-Modal Knowledge Transfer
    ACM MM 2024 ·
    Runkai Zhao
    ,
    Heng Wang
    , Weidong Cai
  31. PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation
    AAAI 2024 ·
    Jianhui Yu
    ,
    Hao Zhu
    ,
    Liming Jiang
    ,
    Chen Change Loy
    , Tom Weidong Cai,
    Wayne Wu
  32. RWKV-CLIP: A Robust Vision-Language Representation Learner
    EMNLP 2024 ·
    Tiancheng Gu
    ,
    Kaicheng Yang
    ,
    Xiang An
    ,
    Ziyong Feng
    ,
    Dongnan Liu
    , Weidong Cai,
    Jiankang Deng
  33. Rethinking Domain Adaptive Optic Disc and Cup Segmentation in Fundus Image through Dynamic Diffusion Flow
    BMVC 2024 ·
    Canran Li
    ,
    Dongnan Liu
    , Weidong Cai
  34. Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View
    ECCV 2024 ·
    Jianan Fan
    ,
    Dongnan Liu
    ,
    Canran Li
    ,
    Hang Chang
    ,
    Heng Huang
    ,
    Filip Braet
    ,
    Mei Chen
    , Tom Weidong Cai
  35. SAT-Morph: Unsupervised Deformable Medical Image Registration Using Vision Foundation Models with Anatomically Aware Text Prompt
    MICCAI 2024 ·
    Hao Xu
    ,
    Tengfei Xue
    ,
    Dongnan Liu
    ,
    Fan Zhang
    ,
    Carl-Fredrik Westin
    ,
    Ron Kikinis
    ,
    Lauren J. O'Donnell
    , Weidong Cai
  36. Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling
    CVPR 2024 ·
    Jianan Fan
    ,
    Dongnan Liu
    ,
    Hang Chang
    ,
    Heng Huang
    ,
    Mei Chen
    , Weidong Cai
  37. Symmetry Awareness Encoded Deep Learning Framework for Brain Imaging Analysis
    MICCAI 2024 ·
    Yang Ma
    ,
    Dongang Wang
    ,
    Peilin Liu
    ,
    Lynette Masters
    ,
    Michael Barnett
    , Tom Weidong Cai,
    Chenyu Wang
  38. Unsupervised Domain Adaptation for Tubular Structure Segmentation Across Different Anatomical Sources
    BMVC 2024 ·
    Yuxiang An
    ,
    Dongnan Liu
    , Weidong Cai
  39. V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models
    AAAI 2024 ·
    Heng Wang
    ,
    Jianbo Ma
    ,
    Santiago Pascual
    ,
    Richard Cartwright
    , Weidong Cai