DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting. - Siteng Huang; Donglin Wang; Xuehan Wu; Ao Tang (CIKM, 2019)

Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition. - Siteng Huang; Min Zhang; Yachen Kang; Donglin Wang (AAAI, 2021)

Pareto Self-Supervised Training for Few-Shot Learning. - Zhengyu Chen 001; Jixie Ge; Heshen Zhan; Siteng Huang; Donglin Wang (CVPR, 2021)

HINFShot: A Challenge Dataset for Few-Shot Node Classification in Heterogeneous Information Network. - Zifeng Zhuang; Xintao Xiang; Siteng Huang; Donglin Wang (ICMR, 2021)

Tree Structure-Aware Few-Shot Image Classification via Hierarchical Aggregation. - Min Zhang; Siteng Huang; Wenbin Li; Donglin Wang (ECCV (20), 2022)

Domain Generalized Few-Shot Image Classification via Meta Regularization Network. - Min Zhang; Siteng Huang; Donglin Wang (ICASSP, 2022)

VoP: Text-Video Co-Operative Prompt Tuning for Cross-Modal Retrieval. - Siteng Huang; Biao Gong; Yulin Pan; Jianwen Jiang; Yiliang Lv; Yuyuan Li; Donglin Wang (CVPR, 2023)

Reference-Limited Compositional Zero-Shot Learning. - Siteng Huang; Qiyao Wei; Donglin Wang (ICMR, 2023)

Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning. - Siteng Huang; Biao Gong; Yutong Feng; Yiliang Lv; Donglin Wang (CoRR, 2023)

Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation. - Shuanghao Bai; Min Zhang; Wanqi Zhou; Siteng Huang; Zhirong Luan; Donglin Wang; Badong Chen (AAAI, 2024)

Check, Locate, Rectify: A Training-Free Layout Calibration System for Text- to- Image Generation. - Biao Gong; Siteng Huang; Yutong Feng; Shiwei Zhang 001; Yuyuan Li; Yu Liu 063 (CVPR, 2024)

Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation. - Siteng Huang; Biao Gong; Yutong Feng; Xi Chen 042; Yuqian Fu; Yu Liu 063; Donglin Wang (CVPR, 2024)

Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning. - Siteng Huang; Biao Gong; Yutong Feng; Min Zhang; Yiliang Lv; Donglin Wang (CVPR, 2024)

QUAR-VLA: Vision-Language-Action Model for Quadruped Robots. - Pengxiang Ding; Han Zhao 008; Wenjie Zhang; Wenxuan Song; Min Zhang; Siteng Huang; Ningxi Yang; Donglin Wang (ECCV (5), 2024)

PiTe: Pixel-Temporal Alignment for Large Video-Language Model. - Yang Liu 358; Pengxiang Ding; Siteng Huang; Min Zhang; Han Zhao 008; Donglin Wang (ECCV (5), 2024)

VGDIFFZERO: Text-To-Image Diffusion Models Can Be Zero-Shot Visual Grounders. - Xuyang Liu; Siteng Huang; Yachen Kang; Honggang Chen; Donglin Wang (ICASSP, 2024)

DARA: Domain- and Relation-Aware Adapters Make Parameter-Efficient Tuning for Visual Grounding. - Ting Liu; Xuyang Liu; Siteng Huang; Honggang Chen; Quanjun Yin; Long Qin; Donglin Wang; Yue Hu (ICME, 2024)

ProFD: Prompt-Guided Feature Disentangling for Occluded Person Re-Identification. - Can Cui 008; Siteng Huang; Wenxuan Song; Pengxiang Ding; Min Zhang; Donglin Wang (ACM Multimedia, 2024)

Sparse-Tuning: Adapting Vision Transformers with Efficient Fine-tuning and Inference. - Ting Liu; Xuyang Liu; Liangtao Shi; Zunnan Xu; Siteng Huang; Yi Xin; Quanjun Yin (CoRR, 2024)

M2IST: Multi-Modal Interactive Side-Tuning for Memory-efficient Referring Expression Comprehension. - Xuyang Liu; Ting Liu; Siteng Huang; Yue Hu; Quanjun Yin; Donglin Wang; Honggang Chen (CoRR, 2024)

Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning. - Fengyuan Dai; Siteng Huang; Min Zhang; Biao Gong; Donglin Wang (CoRR, 2024)

Rethinking Token Reduction in MLLMs: Towards a Unified Paradigm for Training-Free Acceleration. - Yuhang Han; Xuyang Liu; Pengxiang Ding; Donglin Wang; Honggang Chen; Qingsen Yan; Siteng Huang (CoRR, 2024)

CARP: Visuomotor Policy Learning via Coarse-to-Fine Autoregressive Prediction. - Zhefei Gong; Pengxiang Ding; Shangke Lyu; Siteng Huang; Mingyang Sun; Wei Zhao; Zhaoxin Fan; Donglin Wang (CoRR, 2024)

Score and Distribution Matching Policy: Advanced Accelerated Visuomotor Policies via Matched Distillation. - Bofang Jia; Pengxiang Ding; Can Cui 008; Mingyang Sun; Pengfang Qian; Siteng Huang; Zhaoxin Fan; Donglin Wang (CoRR, 2024)

QUART-Online: Latency-Free Large Multimodal Language Model for Quadruped Robot Learning. - Xinyang Tong; Pengxiang Ding; Donglin Wang; Wenjie Zhang; Can Cui 008; Mingyang Sun; Yiguo Fan; Han Zhao 008; Hongyin Zhang; Yonghao Dang; Siteng Huang; Shangke Lyu (CoRR, 2024)

Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference. - Han Zhao 008; Min Zhang; Wei Zhao; Pengxiang Ding; Siteng Huang; Donglin Wang (AAAI, 2025)

Accelerating Diffusion Transformers with Token-wise Feature Caching. - Chang Zou; Xuyang Liu; Ting Liu; Siteng Huang; Linfeng Zhang 001 (ICLR, 2025)

Compression with Global Guidance: Towards Training-free High-Resolution MLLMs Acceleration. - Xuyang Liu; Ziming Wang; Yuhang Han; Yingyao Wang; Jiale Yuan; Jun Song; Bo Zheng; Linfeng Zhang 001; Siteng Huang; Honggang Chen (CoRR, 2025)

Humanoid-VLA: Towards Universal Humanoid Control with Visual Integration. - Pengxiang Ding; Jianfei Ma; Xinyang Tong; Binghong Zou; Xinxin Luo; Yiguo Fan; Ting Wang; Hongchao Lu; Panzhong Mo; Jinxin Liu; Yuefan Wang; Huaicheng Zhou; et al. (CoRR, 2025)

Exploring the Evolution of Physics Cognition in Video Generation: A Survey. - Minghui Lin; Xiang Wang 012; Yishan Wang; Shu Wang; Fengqi Dai; Pengxiang Ding; Cunxiang Wang; Zhengrong Zuo; Nong Sang; Siteng Huang; Donglin Wang (CoRR, 2025)

Unicorn: Text-Only Data Synthesis for Vision Language Model Training. - Xiaomin Yu; Pengxiang Ding; Wenjie Zhang; Siteng Huang; Songyang Gao; Chengwei Qin; Kejian Wu; Zhaoxin Fan; Ziyue Qiao; Donglin Wang (CoRR, 2025)

OpenHelix: A Short Survey, Empirical Analysis, and Open-Source Dual-System VLA Model for Robotic Manipulation. - Can Cui 008; Pengxiang Ding; Wenxuan Song; Shuanghao Bai; Xinyang Tong; Zirui Ge; Runze Suo; Wanqi Zhou; Yang Liu 358; Bofang Jia; Han Zhao 008; Siteng Huang; et al. (CoRR, 2025)

SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning. - Yang Liu 358; Ming Ma; Xiaomin Yu; Pengxiang Ding; Han Zhao 008; Mingyang Sun; Siteng Huang; Donglin Wang (CoRR, 2025)

VARD: Efficient and Dense Fine-Tuning for Diffusion Models with Value-based RL. - Fengyuan Dai; Zifeng Zhuang; Yufei Huang 002; Siteng Huang; Bangyan Liao; Donglin Wang; Fajie Yuan (CoRR, 2025)

WorldVLA: Towards Autoregressive Action World Model. - Jun Cen; Chaohui Yu; Hangjie Yuan; Yuming Jiang 007; Siteng Huang; Jiayan Guo; Xin Li 056; Yibing Song; Hao Luo 004; Fan Wang 019; Deli Zhao; Hao Chen 041 (CoRR, 2025)

Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors. - Haoyu Zhao; Linghao Zhuang; Xingyue Zhao; Cheng Zeng; Haoran Xu; Yuming Jiang 007; Jun Cen; Kexiang Wang; Jiayan Guo; Siteng Huang; Xin Li 056; Deli Zhao; et al. (CoRR, 2025)