PPaperPicks

Chunhua Shen

University of Adelaide, School of Computer Science, Adelaide, Australia

40 papers at tracked venues · 37 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8648-8718 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×10ICCV ×6CVPR ×5AAAI ×4ACL ×4ICML ×4NeurIPS ×4ECCV ×2IJCAI ×1

Frequent coauthors

Hao Chen
×28
Muzhi Zhu
×10
Wen Wang
×9
Chenchen Jing
×8
Mingyu Liu
×8
Yang Liu
×7
Weian Mao
×5
Canyu Zhao
×4
Zhen Yang
×4
Yuling Xi
×3
Tong He
×3
Guangkai Xu
×3

Papers

  1. Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models
    ACL 2026 ·
    Linhao Zhong
    ,
    Linyu Wu
    ,
    Bozhen Fang
    ,
    Tianjian Feng
    ,
    Chenchen Jing
    ,
    Wen Wang
    ,
    Jiaheng Zhang
    ,
    Hao Chen
    , Chunhua Shen
  2. Efficient Self-Evaluation for Diffusion Language Models via Sequence Regeneration
    ACL 2026 ·
    Linhao Zhong
    ,
    Linyu Wu
    ,
    Wen Wang
    ,
    Yuling Xi
    ,
    Chenchen Jing
    ,
    Jiaheng Zhang
    ,
    Hao Chen
    , Chunhua Shen
  3. ODYSSEY: Open-World Quadrupeds Exploration and Manipulation for Long-Horizon Tasks
    AAAI 2026 ·
    Kaijun Wang
    ,
    Liqin Lu
    ,
    Mingyu Liu
    ,
    Jianuo Jiang
    ,
    Zeju Li
    ,
    Bolin Zhang
    ,
    Wancai Zheng
    ,
    Xinyi Yu
    ,
    Hao Chen
    , Chunhua Shen
  4. AETHER: Geometric-Aware Unified World Modeling
    ICCV 2025 ·
    Haoyi Zhu
    ,
    Yifan Wang
    ,
    Jianjun Zhou
    ,
    Wenzheng Chang
    ,
    Yang Zhou
    ,
    Zizun Li
    ,
    Junyi Chen
    , Chunhua Shen,
    Jiangmiao Pang
    ,
    Tong He
  5. Boltzmann-Aligned Inverse Folding Model as a Predictor of Mutational Effects on Protein-Protein Interactions
    ICLR 2025 ·
    Xiaoran Jiao
    ,
    Weian Mao
    ,
    Wengong Jin
    ,
    Peiyuan Yang
    ,
    Hao Chen
    , Chunhua Shen
  6. DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks
    NeurIPS 2025 ·
    Canyu Zhao
    ,
    Yanlong Sun
    ,
    Mingyu Liu
    ,
    Huanyi Zheng
    ,
    Muzhi Zhu
    ,
    Zhiyue Zhao
    ,
    Hao Chen
    ,
    Tong He
    , Chunhua Shen
  7. Depth Any Video with Scalable Synthetic Data
    ICLR 2025 ·
    Honghui Yang
    ,
    Di Huang
    ,
    Wei Yin
    , Chunhua Shen,
    Haifeng Liu
    ,
    Xiaofei He
    ,
    Binbin Lin
    ,
    Wanli Ouyang
    ,
    Tong He
  8. Fine-Grained Abnormality Prompt Learning for Zero-Shot Anomaly Detection
    ICCV 2025 ·
    Jiawen Zhu
    ,
    Yew-Soon Ong
    , Chunhua Shen,
    Guansong Pang
  9. Framer: Interactive Frame Interpolation
    ICLR 2025 ·
    Wen Wang
    ,
    Qiuyu Wang
    ,
    Kecheng Zheng
    ,
    Hao Ouyang
    ,
    Zhekai Chen
    ,
    Biao Gong
    ,
    Hao Chen
    ,
    Yujun Shen
    , Chunhua Shen
  10. MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation
    CVPR 2025 ·
    Weijia Wu
    ,
    Mingyu Liu
    ,
    Zeyu Zhu
    ,
    Xi Xia
    ,
    Haoen Feng
    ,
    Wen Wang
    ,
    Kevin Qinghong Lin
    , Chunhua Shen,
    Mike Zheng Shou
  11. MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences
    ICLR 2025 ·
    Canyu Zhao
    ,
    Mingyu Liu
    ,
    Wen Wang
    ,
    Weihua Chen
    ,
    Fan Wang
    ,
    Hao Chen
    ,
    Bo Zhang
    , Chunhua Shen
  12. Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration
    NeurIPS 2025 ·
    Hao Zhong
    ,
    Muzhi Zhu
    ,
    Zongze Du
    ,
    Zheng Huang
    ,
    Canyu Zhao
    ,
    Mingyu Liu
    ,
    Wen Wang
    ,
    Hao Chen
    , Chunhua Shen
  13. POMATO: Marrying Pointmap Matching with Temporal Motions for Dynamic 3D Reconstruction
    ICCV 2025 ·
    Songyan Zhang
    ,
    Yongtao Ge
    ,
    Jinyuan Tian
    ,
    Guangkai Xu
    ,
    Hao Chen
    ,
    Chen Lv
    , Chunhua Shen
  14. PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
    ICLR 2025 ·
    Cong Chen
    ,
    Mingyu Liu
    ,
    Chenchen Jing
    ,
    Yizhou Zhou
    ,
    Fengyun Rao
    ,
    Hao Chen
    ,
    Bo Zhang
    , Chunhua Shen
  15. Physics Aware Neural Networks for Unsupervised Binding Energy Prediction
    ICML 2025 ·
    Ke Liu
    ,
    Hao Cheng
    , Chunhua Shen
  16. Revisiting Convolution Architecture in the Realm of DNA Foundation Models
    ICLR 2025 ·
    Yu Bo
    ,
    Weian Mao
    ,
    Yanjun Shao
    ,
    Weiqiang Bai
    ,
    Peng Ye
    ,
    Xinzhu Ma
    ,
    Junbo Zhao
    ,
    Hao Chen
    , Chunhua Shen
  17. SMStracker: Tri-Path Score Mask Sigma Fusion for Multi-Modal Tracking
    ICCV 2025 ·
    Sixian Chan
    ,
    Zedong Li
    ,
    Wenhao Li
    ,
    Shijian Lu
    , Chunhua Shen,
    Xiaoqin Zhang
  18. Seeing the Unseen: Composing Outliers for Compositional Zero-Shot Learning
    IJCAI 2025 ·
    Chenchen Jing
    ,
    Mingyu Liu
    ,
    Hao Chen
    ,
    Yuling Xi
    ,
    Xingyuan Bu
    ,
    Dong Gong
    , Chunhua Shen
  19. SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories
    CVPR 2025 ·
    Muzhi Zhu
    ,
    Yuzhuo Tian
    ,
    Hao Chen
    ,
    Chunluan Zhou
    ,
    Qingpei Guo
    ,
    Yang Liu
    ,
    Ming Yang
    , Chunhua Shen
  20. SurfaceSplat: Connecting Surface Reconstruction and Gaussian Splatting
    ICCV 2025 ·
    Zihui Gao
    ,
    Jia-Wang Bian
    ,
    Guosheng Lin
    ,
    Hao Chen
    , Chunhua Shen
  21. TG-LLaVA: Text Guided LLaVA via Learnable Latent Embeddings
    AAAI 2025 ·
    Dawei Yan
    ,
    Pengcheng Li
    ,
    Yang Li
    ,
    Hao Chen
    ,
    Qingguo Chen
    ,
    Weihua Luo
    ,
    Wei Dong
    ,
    Qingsen Yan
    ,
    Haokui Zhang
    , Chunhua Shen
  22. Unified Open-World Segmentation with Multi-Modal Prompts
    ICCV 2025 ·
    Yang Liu
    ,
    Yufei Yin
    ,
    Chenchen Jing
    ,
    Muzhi Zhu
    ,
    Hao Chen
    ,
    Yuling Xi
    ,
    Bo Feng
    ,
    Hao Wang
    ,
    Shiyu Li
    , Chunhua Shen
  23. What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?
    ICLR 2025 ·
    Guangkai Xu
    ,
    Yongtao Ge
    ,
    Mingyu Liu
    ,
    Chengxiang Fan
    ,
    Kangyang Xie
    ,
    Zhiyue Zhao
    ,
    Hao Chen
    , Chunhua Shen
  24. A Simple Image Segmentation Framework via In-Context Examples
    NeurIPS 2024 ·
    Yang Liu
    ,
    Chenchen Jing
    ,
    Hengtao Li
    ,
    Muzhi Zhu
    ,
    Hao Chen
    ,
    Xinlong Wang
    , Chunhua Shen
  25. De novo Protein Design Using Geometric Vector Field Networks
    ICLR 2024 ·
    Weian Mao
    ,
    Muzhi Zhu
    ,
    Zheng Sun
    ,
    Shuaike Shen
    ,
    Lin Yuanbo Wu
    ,
    Hao Chen
    , Chunhua Shen
  26. DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
    CVPR 2024 ·
    Chengxiang Fan
    ,
    Muzhi Zhu
    ,
    Hao Chen
    ,
    Yang Liu
    ,
    Weijia Wu
    ,
    Huaqi Zhang
    , Chunhua Shen
  27. Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data
    ACL 2024 ·
    Yanda Li
    ,
    Chi Zhang
    ,
    Gang Yu
    ,
    Wanqi Yang
    ,
    Zhibin Wang
    ,
    Bin Fu
    ,
    Guosheng Lin
    , Chunhua Shen,
    Ling Chen
    ,
    Yunchao Wei
  28. Floating Anchor Diffusion Model for Multi-motif Scaffolding
    ICML 2024 ·
    Ke Liu
    ,
    Weian Mao
    ,
    Shuaike Shen
    ,
    Xiaoran Jiao
    ,
    Zheng Sun
    ,
    Hao Cheng
    , Chunhua Shen
  29. FreeCompose: Generic Zero-Shot Image Composition with Diffusion Prior
    ECCV 2024 ·
    Zhekai Chen
    ,
    Wen Wang
    ,
    Zhen Yang
    ,
    Zeqing Yuan
    ,
    Hao Chen
    , Chunhua Shen
  30. FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition
    CVPR 2024 ·
    Ganggui Ding
    ,
    Canyu Zhao
    ,
    Wen Wang
    ,
    Zhen Yang
    ,
    Zide Liu
    ,
    Hao Chen
    , Chunhua Shen
  31. Generative Active Learning for Long-tailed Instance Segmentation
    ICML 2024 ·
    Muzhi Zhu
    ,
    Chengxiang Fan
    ,
    Hao Chen
    ,
    Yang Liu
    ,
    Weian Mao
    ,
    Xiaogang Xu
    , Chunhua Shen
  32. LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning
    ACL 2024 ·
    Mingyang Zhang
    ,
    Hao Chen
    , Chunhua Shen,
    Zhen Yang
    ,
    Linlin Ou
    ,
    Xinyi Yu
    ,
    Bohan Zhuang
  33. Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching
    ICLR 2024 ·
    Yang Liu
    ,
    Muzhi Zhu
    ,
    Hengtao Li
    ,
    Hao Chen
    ,
    Xinlong Wang
    , Chunhua Shen
  34. Object-Aware Inversion and Reassembly for Image Editing
    ICLR 2024 ·
    Zhen Yang
    ,
    Ganggui Ding
    ,
    Wen Wang
    ,
    Hao Chen
    ,
    Bohan Zhuang
    , Chunhua Shen
  35. On the Trajectory Regularity of ODE-based Diffusion Sampling
    ICML 2024 ·
    Defang Chen
    ,
    Zhenyu Zhou
    ,
    Can Wang
    , Chunhua Shen,
    Siwei Lyu
  36. PointAttN: You Only Need Attention for Point Cloud Completion
    AAAI 2024 ·
    Jun Wang
    ,
    Ying Cui
    ,
    Dongyan Guo
    ,
    Junxia Li
    ,
    Qingshan Liu
    , Chunhua Shen
  37. Retrieval-Augmented Primitive Representations for Compositional Zero-Shot Learning
    AAAI 2024 ·
    Chenchen Jing
    ,
    Yukun Li
    ,
    Hao Chen
    , Chunhua Shen
  38. Traffic Scene Parsing Through the TSP6K Dataset
    CVPR 2024 ·
    Peng-Tao Jiang
    ,
    Yuqi Yang
    ,
    Yang Cao
    ,
    Qibin Hou
    ,
    Ming-Ming Cheng
    , Chunhua Shen
  39. Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
    NeurIPS 2024 ·
    Muzhi Zhu
    ,
    Yang Liu
    ,
    Zekai Luo
    ,
    Chenchen Jing
    ,
    Hao Chen
    ,
    Guangkai Xu
    ,
    Xinlong Wang
    , Chunhua Shen
  40. VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks
    ECCV 2024 ·
    Xiangxiang Chu
    ,
    Jianlin Su
    ,
    Bo Zhang
    , Chunhua Shen