Publications — Yunke Wang

[29] Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation

Laibin Chang, Yunke Wang, Longxiang Deng, Jiaxing Huang, Bo Du, Chang Xu

IEEE Transactions on Image Processing (TIP), 2026.

Core A*CCF A Paper

[28] Color Correction Meets Cross-Spectral Refinement: A Distribution-Aware Diffusion for Underwater Image Restoration

Laibin Chang, Yunke Wang, Bo Du, Chang Xu

IEEE Transactions on Multimedia (TMM), 2026.

Core A*CCF A Paper Code

[27] RA-SOD: Reliability-Aware RGB-T Salient Object Detection under Modality Degradation

Hongbo Gao, Zhengyu Li, Xueru Nie, Dihao Zhu, Lijun Zhao, Yunke Wang, Chang Xu

European Conference on Computer Vision (ECCV), 2026.

Core A*CCF B

[26] Towards Efficient Embodied Reasoning: Mixture-of-Depth Compute Allocation for Vision-Language-Action Model

Weiying Xie, Qianchen Zeng, Zihan Meng, Jiajun Tian, Sibo He, Danian Yang, Jie Du, Yunke Wang, Daixun Li, Hengyi Wang, Jitao Ma, Leyuan Fang, Yunsong Li

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026.

Core A*CCF A

[25] Seeing Realism from Simulation: Efficient Video Transfer for Vision-Language-Action Data Augmentation

Chenyu Hui, Xiaodi Huang, Siyu Xu, Yunke Wang, Shan You, Tao Huang, Chang Xu

International Conference on Machine Learning (ICML), 2026.

Core A*CCF A Paper Code

[24] HiCI: Hierarchical Construction–Integration for Long-Context Attention

Xiangyu Zeng, Qi Xu, Yunke Wang, Chang Xu

International Conference on Machine Learning (ICML), 2026.

Core A*CCF A Paper Code

[23] See What Matters: Differentiable Grid Sample Pruning for Generalizable Vision-Language-Action Model

Yixu Feng, Zinan Zhao, Yanxiang Ma, Chenghao Xia, Chengbin Du, Yunke Wang, Chang Xu

International Conference on Machine Learning (ICML), 2026.

Core A*CCF A Paper Code

[22] Motion Dynamics Learning for Few-Shot Embodied Adaptation

Sibo He, Weiying Xie, Daixun Li, Junhao Zhong, Jiayun Tian, Yunke Wang, Leyuan Fang, Gang He, Yunsong Li

International Conference on Machine Learning (ICML), 2026.

Core A*CCF A

[21] Mitigating Legal Hallucinations via Symbolic Constraints and Analogical Precedents

Zixuan Huang, Yanxiang Ma, Luhan Wang, Yunke Wang, Duo Shi, Chang Xu

Annual Meeting of the Association for Computational Linguistics (ACL), 2026.

Core A*CCF A Code

[20] GeoCoT: Towards Reliable Remote Sensing Reasoning with Manifold Perspective

Daixun Li, Zirui Li, Sibo He, Jiayun Tian, Mingxiang Cao, Weiying Xie, Yunke Wang, Yusi Zhang, Yunsong Li, Chang Xu, Leyuan Fang

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.

Core A*CCF AHighlight Paper

[19] Affordance Field Intervention: Enabling VLAs to Escape Memory Traps in Robotic Manipulation

Siyu Xu, Zijian Wang, Yunke Wang, Chenghao Xia, Tao Huang, Chang Xu

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.

Core A*CCF A Paper Code

[18] D2Cache: Second-Order Delta Caching for Higher Video Diffusion Acceleration

Enhuai Liu, Yunke Wang, Changming Sun, Chang Xu

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.

Core A*CCF A Paper Code

[17] Action-aware Dynamic Pruning for Efficient Vision-Language-Action Manipulation

Xiaohuan Pei, Yuxing Chen, Siyu Xu, Yunke Wang, Yuheng Shi, Chang Xu

International Conference on Learning Representations (ICLR), 2026.

Core A*CCF A Paper Code

[16] Rethinking Visual Token Reduction in LVLMs under Cross-modal Misalignment

Rui Xu, Yunke Wang, Yong Luo, Bo Du

AAAI Conference on Artificial Intelligence (AAAI), 2026.

Core A*CCF A Paper Code

[15] On Positive-Unlabeled Classification from Corrupted Data in GANs

Yunke Wang, Chang Xu, Tianyu Guo, Bo Du, Dacheng Tao

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025.

Core A*CCF AIF 20.4 Paper

[14] Position: AI Scaling: From Up to Down and Out

Yunke Wang, Yanxi Li, Chang Xu

International Conference on Machine Learning (ICML), 2025.

Core A*CCF A Paper News

[13] VLA-Cache: Efficient Vision-Language-Action Manipulation via Adaptive Token Caching

Siyu Xu, Yunke Wang, Chenghao Xia, Dihao Zhu, Tao Huang, Chang Xu

Annual Conference on Neural Information Processing Systems (NeurIPS), 2025.

Core A*CCF A Paper Code

[12] FusionSAM: Visual Multi-Modal Learning with Segment Anything Model

Daixun Li, Weiying Xie, Mingxiang Cao, Yunke Wang, Yusi Zhang, Leyuan Fang, Yunsong Li, Chang Xu

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025.

Core A*CCF A Paper

[11] WaterDiffusion: Learning a Prior-involved Unrolling Diffusion for Joint Underwater Saliency Detection and Visual Restoration

Laibin Chang, Yunke Wang, Longxiang Deng, Bo Du, Chang Xu

AAAI Conference on Artificial Intelligence (AAAI), 2025.

Core A*CCF A Paper Code

[10] CollagePrompt: A Benchmark for Budget-Friendly Visual Recognition with GPT-4V

Siyu Xu, Yunke Wang, Daochang Liu, Bo Du, Chang Xu

Findings of the Association for Computational Linguistics (NAACL), 2025.

Core ACCF B Paper Code

[9] MMFormer: Multi-Modality Semi-Supervised Vision Transformer in Remote Sensing Imagery Classification

Daixun Li, Weiying Xie, Leyuan Fang, Yunke Wang, Mingxiang Cao, Jitao Ma, Yunsong Li, Chang Xu

Neural Networks, 2025.

Core ACCF BIF 6.3 Paper

[8] Masked Diffusion Models for Unsupervised Anomaly Detection in Brain Images

Rui Xu, Yunke Wang, Lihua Zhang, Yong Luo, Shu Yang, Yihui Wang, Bo Du, Hao Chen

IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2025.

CCF B Paper Code

[7] Imitation Learning from Purified Demonstrations

Yunke Wang, Minjing Dong, Yukun Zhao, Bo Du, Chang Xu

International Conference on Machine Learning (ICML), 2024.

Core A*CCF A Paper Code

[6] Multi-Tailed Vision Transformer for Efficient Inference

Yunke Wang, Bo Du, Wenyuan Wang, Chang Xu

Neural Networks, 2024.

Core ACCF BIF 6.3 Paper

[5] Rectangling and Enhancing Underwater Stitched Image via Content-aware Warping and Perception Balancing

Laibin Chang, Yunke Wang, Bo Du, Chang Xu

Neural Networks, 2024.

Core ACCF BIF 6.3

[4] Learning to Schedule in Diffusion Probabilistic Models

Yunke Wang, Xiyu Wang, Anh-Dung Dinh, Bo Du, Chang Xu

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2023.

Core A*CCF A Paper

[3] Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning

Yunke Wang, Bo Du, Chang Xu

AAAI Conference on Artificial Intelligence (AAAI), 2023.

Core A*CCF A Paper Supp Code

[2] Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations

Yunke Wang, Chang Xu, Bo Du

International Joint Conference on Artificial Intelligence (IJCAI), 2021.

Core A*CCF A Paper Supp Code

[1] Learning to Weight Imperfect Demonstrations

Yunke Wang, Chang Xu, Bo Du, Honglak Lee

International Conference on Machine Learning (ICML), 2021.

Core A*CCF A Paper Supp Code Code (Atari)