PPaperPicks

Siteng Huang

16 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9735-1186 ↗Homepage ↗

Venues

AAAI ×6CVPR ×3ECCV ×2ACM MM ×1ICCV ×1ICLR ×1ICRA ×1NeurIPS ×1

Frequent coauthors

Donglin Wang
×12
Pengxiang Ding
×9
Han Zhao
×6
Min Zhang
×6
Xuyang Liu
×3
Can Cui
×3
Wenxuan Song
×3
Wei Zhao
×3
Mingyang Sun
×3
Biao Gong
×3
Yutong Feng
×3
Yuhang Han
×2

Papers

  1. Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration
    AAAI 2026 ·
    Yuhang Han
    ,
    Xuyang Liu
    ,
    Zihan Zhang
    ,
    Pengxiang Ding
    ,
    Junjie Chen
    ,
    Honggang Chen
    ,
    Donglin Wang
    ,
    Qingsen Yan
    , Siteng Huang
  2. Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models
    AAAI 2026 ·
    Xuyang Liu
    ,
    Ziming Wang
    ,
    Junjie Chen
    ,
    Yuhang Han
    ,
    Yingyao Wang
    ,
    Jiale Yuan
    ,
    Jun Song
    , Siteng Huang,
    Honggang Chen
  3. Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors
    AAAI 2026 ·
    Haoyu Zhao
    ,
    Linghao Zhuang
    ,
    Xingyue Zhao
    ,
    Cheng Zeng
    ,
    Haoran Xu
    ,
    Yuming Jiang
    ,
    Jun Cen
    ,
    Kexiang Wang
    ,
    Jiayan Guo
    , Siteng Huang,
    Xin Li
    ,
    Deli Zhao
    ,
    Hua Zou
  4. VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model
    AAAI 2026 ·
    Yihao Wang
    ,
    Pengxiang Ding
    ,
    Lingxiao Li
    ,
    Can Cui
    ,
    Zirui Ge
    ,
    Xinyang Tong
    ,
    Wenxuan Song
    ,
    Han Zhao
    ,
    Wei Zhao
    ,
    Pengxu Hou
    , Siteng Huang,
    Yifan Tang
    ,
    Wenhui Wang
    ,
    Ru Zhang
    ,
    Jianyi Liu
    ,
    Donglin Wang
  5. Accelerating Diffusion Transformers with Token-wise Feature Caching
    ICLR 2025 ·
    Chang Zou
    ,
    Xuyang Liu
    ,
    Ting Liu
    , Siteng Huang,
    Linfeng Zhang
  6. CARP: Visuomotor Policy Learning via Coarse-to-Fine Autoregressive Prediction
    ICCV 2025 ·
    Zhefei Gong
    ,
    Pengxiang Ding
    ,
    Shangke Lyu
    , Siteng Huang,
    Mingyang Sun
    ,
    Wei Zhao
    ,
    Zhaoxin Fan
    ,
    Donglin Wang
  7. Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference
    AAAI 2025 ·
    Han Zhao
    ,
    Min Zhang
    ,
    Wei Zhao
    ,
    Pengxiang Ding
    , Siteng Huang,
    Donglin Wang
  8. Quart-Online: Latency-Free Multimodal Large Language Model for Quadruped Robot Learning
    ICRA 2025 ·
    Xinyang Tong
    ,
    Pengxiang Ding
    ,
    Yiguo Fan
    ,
    Donglin Wang
    ,
    Wenjie Zhang
    ,
    Can Cui
    ,
    Mingyang Sun
    ,
    Han Zhao
    ,
    Hongyin Zhang
    ,
    Yonghao Dang
    , Siteng Huang,
    Shangke Lyu
  9. SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning
    NeurIPS 2025 ·
    Yang Liu
    ,
    Ming Ma
    ,
    Xiaomin Yu
    ,
    Pengxiang Ding
    ,
    Han Zhao
    ,
    Mingyang Sun
    , Siteng Huang,
    Donglin Wang
  10. Check, Locate, Rectify: A Training-Free Layout Calibration System for Text- to- Image Generation
    CVPR 2024 ·
    Biao Gong
    , Siteng Huang,
    Yutong Feng
    ,
    Shiwei Zhang
    ,
    Yuyuan Li
    ,
    Yu Liu
  11. Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation
    CVPR 2024 · Siteng Huang,
    Biao Gong
    ,
    Yutong Feng
    ,
    Xi Chen
    ,
    Yuqian Fu
    ,
    Yu Liu
    ,
    Donglin Wang
  12. PiTe: Pixel-Temporal Alignment for Large Video-Language Model
    ECCV 2024 ·
    Yang Liu
    ,
    Pengxiang Ding
    , Siteng Huang,
    Min Zhang
    ,
    Han Zhao
    ,
    Donglin Wang
  13. ProFD: Prompt-Guided Feature Disentangling for Occluded Person Re-Identification
    ACM MM 2024 ·
    Can Cui
    , Siteng Huang,
    Wenxuan Song
    ,
    Pengxiang Ding
    ,
    Min Zhang
    ,
    Donglin Wang
  14. Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation
    AAAI 2024 ·
    Shuanghao Bai
    ,
    Min Zhang
    ,
    Wanqi Zhou
    , Siteng Huang,
    Zhirong Luan
    ,
    Donglin Wang
    ,
    Badong Chen
  15. QUAR-VLA: Vision-Language-Action Model for Quadruped Robots
    ECCV 2024 ·
    Pengxiang Ding
    ,
    Han Zhao
    ,
    Wenjie Zhang
    ,
    Wenxuan Song
    ,
    Min Zhang
    , Siteng Huang,
    Ningxi Yang
    ,
    Donglin Wang
  16. Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning
    CVPR 2024 · Siteng Huang,
    Biao Gong
    ,
    Yutong Feng
    ,
    Min Zhang
    ,
    Yiliang Lv
    ,
    Donglin Wang