Chengruidong Zhang
8 papers · 2024–2026 · 7 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Research topics
Artificial Intelligence
(7)
Machine Learning
(6)
Application Areas
(6)
Core AI
(6)
Deep Learning
(4)
Natural Language Processing
(2)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Architectures
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Machine Learning
(1)
Techniques
(1)
Keywords
inference acceleration
(2)
inference optimization
(2)
long context
(2)
sparse attention
(2)
large language model
(2)
memory efficiency
(1)
efficient computing
(1)
embedding
(1)
context window
(1)
channel pruning
(1)
neural architecture search
(1)
memory optimization
(1)
kv cache
(1)
diffusion transformer
(1)
key-value cache
(1)
variational autoencoder
(1)
prompt compression
(1)
request orchestration
(1)
attention mechanism
(1)
transfer learning
(1)
Papers
Region-Adaptive Sampling for Diffusion Transformers
CVPR 2026
LeanK: Learnable K Cache Channel Pruning for Efficient Decoding
EMNLP 2025
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention
ICML 2025
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
ICLR 2025
LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search
NSDI 2024
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
ICML 2024
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
NeurIPS 2024
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable
OSDI 2024