Guanchen Li
5 papers · 2025–2026 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
⭐
Rising Star
(5)
Conferences
AAAI (2)
COLING (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
model compression
(2)
neural network optimization
(1)
model pruning
(1)
structured sparsity
(1)
inference efficiency
(1)
pre-trained language model
(1)
inference acceleration
(1)
one-shot pruning
(1)
kv cache
(1)
speculative decoding
(1)
weight permutation
(1)
channel pruning
(1)
parallel decoding
(1)
non-autoregressive generation
(1)
unstructured sparsity
(1)
attention computation
(1)
large language model
(1)
transformer model
(1)
Papers
Learnable Permutation for Structured Sparsity on Transformer Models
AAAI 2026
SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning
AAAI 2026
Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism
COLING 2025
BaWA: Automatic Optimizing Pruning Metric for Large Language Models with Balanced Weight and Activation
ICML 2025
Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference
NAACL 2025