Junxian Guo
5 papers · 2025–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ⭐ Rising Star (5)
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Prolific Year
(5)
Conferences
ICLR (2)
ICML (2)
ICCV (1)
Top co-authors
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