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Siteng Huang

20 papers · 2021–2026 · 6 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+6 more ↓ πŸ—ΊοΈ Taxonomy Completionist (34) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🀝 Dynamic Duo (15) ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (5) πŸ—ƒοΈ Keyword Collector (85)

Venues

AAAI (7) CVPR (7) ECCV (3) CoRL (1) ICCV (1) ICLR (1)

Top co-authors

Donglin Wang (15) Pengxiang Ding (8) Min Zhang (7) Biao Gong (4) Wei Zhao (4) Han Zhao (4) Xuyang Liu (4) Xinyang Tong (3) Honggang Chen (3) Yang Liu (3)

Research topics

Machine Learning (13) Artificial Intelligence (12) Core AI (11) Deep Learning (8) Application Areas (7) Core Methods (5) Learning Types Β· Machine Learning (3) Learning Types Β· Deep Learning (3) Models (3) Computer Vision (2) Reinforcement Learning (2) Robotics (2) Capabilities (2) Generation (2) Techniques (2)

Keywords

multimodal learning (3) vision-language-action model (2) text-to-image generation (2) prompt tuning (2) representation learning (2) diffusion model (2) vision-language model (2) token compression (2) few-shot learning (2) image generation (1) self-supervised learning (1) video generation (1) attention mechanism (1) temporal reasoning (1) action recognition (1) transfer learning (1) robotic manipulation (1) unsupervised domain adaptation (1) policy learning (1) dexterous grasping (1)

Papers

Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration AAAI 2026 Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models AAAI 2026 HiF-VLA: Hindsight, Insight and Foresight through Motion Representation for Vision-Language-Action Models CVPR 2026 Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors AAAI 2026 Variation-aware Vision Token Dropping for Faster Large Vision-Language Models CVPR 2026 VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model AAAI 2026 Accelerating Diffusion Transformers with Token-wise Feature Caching ICLR 2025 CARP: Visuomotor Policy Learning via Coarse-to-Fine Autoregressive Prediction ICCV 2025 Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference AAAI 2025 Long-VLA: Unleashing Long-Horizon Capability of Vision Language Action Model for Robot Manipulation CoRL 2025 Check Locate Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation CVPR 2024 Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation CVPR 2024 PiTe: Pixel-Temporal Alignment for Large Video-Language Model ECCV 2024 Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation AAAI 2024 QUAR-VLA: Vision-Language-Action Model for Quadruped Robots ECCV 2024 Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning CVPR 2024 VoP: Text-Video Co-Operative Prompt Tuning for Cross-Modal Retrieval CVPR 2023 Tree Structure-Aware Few-Shot Image Classification via Hierarchical Aggregation ECCV 2022 Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition AAAI 2021 Pareto Self-Supervised Training for Few-Shot Learning CVPR 2021