Ziwei He
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Research topics
Machine Learning
(5)
Deep Learning
(4)
Application Areas
(3)
Architectures
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Resources & Methods
(2)
Applications
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
semantic parsing
(1)
efficient computing
(1)
computational efficiency
(1)
tree structure
(1)
long sequence modeling
(1)
memory optimization
(1)
sparse attention
(1)
inference acceleration
(1)
transformer optimization
(1)
fast fourier transform
(1)
discrete cosine transform
(1)
relational structure
(1)
cache eviction
(1)
key-value cache compression
(1)
context retention
(1)
seq2seq model
(1)
long-context modeling
(1)
diffusion language model
(1)
schema linking
(1)
large language model
(1)
Papers
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs
AAAI 2026
Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction
AAAI 2026
TreeKV: Smooth Key-Value Cache Compression with Tree Structures
IJCAI 2025
Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator
ACL 2023
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
EMNLP 2022