Junxian Guo

5 papers · 2025–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ⭐ Rising Star (5) ⚡ Prolific Year (5)

Conferences

ICLR (2) ICML (2) ICCV (1)

Top co-authors

Song Han (5) Jiaming Tang (2) Guangxuan Xiao (2) Samir Khaki (2) Zhijian Liu (2) Konstantinos N. Plataniotis (2) Xiuyu Li (2) Shang Yang (2) Haofeng Huang (1) Amir Yazdanbakhsh (1)

Keywords

multimodal learning (1) efficient inference (1) vision language model (1) token pruning (1) sparse attention (1) prefill decoding (1)

Papers

SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference ICCV 2025

DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads ICLR 2025

SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models ICLR 2025

SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity ICML 2025

XAttention: Block Sparse Attention with Antidiagonal Scoring ICML 2025