Kuan Cheng

4 papers · 2023–2025 · 4 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 (11)

Venues

CVPR (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Shanghang Zhang (3) Tao Huang (3) yuan zhang (3) Chun-Kai Fan (2) Shaofeng H.-C. Jiang (1) Zhide Wei (1) Haoyuan Guo (1) Hongyuan Dong (1) Tomoyuki Okuno (1) Junpeng Ma (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Application Areas (2) Core AI (2) Learning Types (2) Computer Vision (1) Mathematics & Optimization (1) Core Methods (1) Mathematics (1) Optimization & Theory (1) Processing (1)

Keywords

semantic segmentation (1) feature extraction (1) object detection (1) knowledge distillation (1) dimension reduction (1) vision-language model (1) dense prediction (1) frequency domain (1) visual token (1) relative error (1) multimodal benchmark (1) student model (1) random fourier feature (1) shift-invariant kernel (1) kernel k-mean (1) teacher model (1) token recycling (1) model consistency (1) answer consistency (1) self-attention matrix (1)

Papers

SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference ICML 2025 FreeKD: Knowledge Distillation via Semantic Frequency Prompt CVPR 2024 Unveiling the Tapestry of Consistency in Large Vision-Language Models NeurIPS 2024 On The Relative Error of Random Fourier Features for Preserving Kernel Distance ICLR 2023