Winston Hu

4 papers · 2025–2026 · 3 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICLR (2) CVPR (1) WACV (1)

Top co-authors

Yongming Rao (3) Zuyan Liu (2) Yuhao Dong (2) Ziwei Liu (2) Yun Li (1) Tianle Li (1) Tianyu Liu (1) Yu Cheng (1) Kai Liu (1) Xiao Sun (1)

Research topics

Artificial Intelligence (4) Core AI (4) Deep Learning (2) Machine Learning (2) Application Areas (2) Natural Language Processing (1) Architectures (1) Generation (1) Models (1)

Keywords

multimodal large language model (2) direct preference optimization (1) knowledge distillation (1) text generation (1) multimodal learning (1) visual reasoning (1) inference acceleration (1) speculative decoding (1) draft model (1) arbitrary resolution (1) autoregressive decoding (1) data-efficient learning (1) token compression (1) multi-agent system (1) learnable queries (1) spatial-temporal understanding (1) target model (1) long-chain reasoning (1) encoder-free multimodal (1) vision transformer (1)

Papers

BREEN: Bridge Data-Efficient Encoder-Free Multimodal Learning with Learnable Queries WACV 2026 Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models CVPR 2025 Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution ICLR 2025 PEARL: Parallel Speculative Decoding with Adaptive Draft Length ICLR 2025