Haoyi Wu
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(5)
Deep Learning
(4)
Architectures
(3)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Optimization & Theory
(2)
Techniques
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Keywords
inference efficiency
(3)
large language model
(2)
language modeling
(2)
mathematical reasoning
(1)
chain-of-thought reasoning
(1)
dependency parsing
(1)
text representation
(1)
semantic role labeling
(1)
natural language understanding
(1)
bidirectional attention
(1)
contextual representation
(1)
mean field
(1)
probabilistic model
(1)
benchmark dataset
(1)
text encoder
(1)
parallel computation
(1)
key-value cache
(1)
memory consumption
(1)
conditional random field
(1)
parallel training
(1)
Papers
A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference
NAACL 2025
Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training
ACL 2025
Parallel Continuous Chain-of-Thought with Jacobi Iteration
EMNLP 2025
Layer-Condensed KV Cache for Efficient Inference of Large Language Models
ACL 2024
Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset
EMNLP 2023
Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation
ACL 2023
Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference
AAAI 2022