Juncan Deng

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 (11)

Venues

ICCV (2) AAAI (1) CVPR (1)

Top co-authors

Kejie Huang (4) Kedong Xu (3) Hong Gu (3) Shuaiting Li (3) Zeyu Wang (2) Rongtao Deng (1) Chengxuan Wang (1) Haibin Shen (1)

Research topics

Deep Learning (4) Optimization & Theory (4) Artificial Intelligence (3) Core AI · Artificial Intelligence (3) Machine Learning (2) Application Areas (2) Architectures (2) Techniques (2) Computer Vision (1) Core AI · Computer Vision (1) Models (1)

Keywords

model compression (4) vector quantization (3) post-training quantization (3) weight quantization (2) edge deployment (2) asymmetric quantization (1) image generation (1) diffusion transformer (1) weight compression (1) visual mamba (1) sign splitting (1) vision-language model (1)

Papers

VLM-PTQ: Efficient Post-Training Quantization for Large Vision-Language Models CVPR 2026 SSVQ: Unleashing the Potential of Vector Quantization with Sign-Splitting ICCV 2025 ViM-VQ: Efficient Post-Training Vector Quantization for Visual Mamba ICCV 2025 VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers AAAI 2025