Westlake ENCODE Lab

@inproceedings{tao2026omnizip,
  title = {OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models},
  author = {Tao, Keda and Shao, Kele and Yu, Bohan and Wang, Weiqiang and Liu, Jian and Wang, Huan},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
}

@inproceedings{chen2026streamingtom,
  title = {StreamingTOM: Streaming Token Compression for Efficient Video Understanding},
  author = {Chen, Xueyi and Tao, Keda and Shao, Kele and Wang, Huan},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
}

@inproceedings{feng2026reasonmap,
  title = {Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps},
  author = {Feng, Sicheng and Wang, Song and Ouyang, Shuyi and Kong, Lingdong and Song, Zikai and Zhu, Jianke and Wang, Huan and Wang, Xinchao},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
}

@inproceedings{jin2026mergemix,
  title = {MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding},
  author = {Jin, Xin and Li, Siyuan and Jian, Siyong and Yu, Kai and Wang, Huan},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
}

@inproceedings{zhu2026obsdiff,
  title = {OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot},
  author = {Zhu, Junhan and Wang, Hesong and Su, Mingluo and Wang, Zefang and Wang, Huan},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
}

@inproceedings{feng2026rewardmap,
  title = {RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning},
  author = {Feng, Sicheng and Tuo, Kaiwen and Wang, Song and Kong, Lingdong and Zhu, Jianke and Wang, Huan},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
}

@inproceedings{li2026arpg,
  title = {Autoregressive Image Generation with Randomized Parallel Decoding},
  author = {Li, Haopeng and Yang, Jinyue and Li, Guoqi and Wang, Huan},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
}

@inproceedings{shao2025holitom,
  title = {HoliTom: Holistic Token Merging for Fast Video Large Language Models},
  author = {Shao, Kele and Tao, Keda and Qin, Can and You, Haoxuan and Sui, Yang and Wang, Huan},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
}

@inproceedings{li2025freqexit,
  title = {FreqExit: Enabling Early-Exit Inference for Visual Autoregressive Models via Frequency-Aware Guidance},
  author = {Li, Ying and Lv, Chengfei and Wang, Huan},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
}

@inproceedings{tao2025dycoke,
  title = {DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models},
  author = {Tao, Keda and Qin, Can and You, Haoxuan and Sui, Yang and Wang, Huan},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
}