Chenkai Sun
8 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(27)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Natural Language Processing
(4)
Deep Learning
(3)
Core Methods
(3)
Models
(3)
Applications · Natural Language Processing
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
large language model
(4)
response forecasting
(2)
zero-shot learning
(1)
autoregressive generation
(1)
language model alignment
(1)
ai safety
(1)
language model
(1)
model acceleration
(1)
inference optimization
(1)
inference efficiency
(1)
inference acceleration
(1)
steering vector
(1)
safety benchmark
(1)
speculative decoding
(1)
draft model
(1)
social network analysis
(1)
retrieval augmentation
(1)
word embedding
(1)
user personalization
(1)
social media analysis
(1)
Papers
Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation
ACL 2025
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement
COLING 2025
Cascade Speculative Drafting for Even Faster LLM Inference
NeurIPS 2024
Word Embeddings Are Steers for Language Models
ACL 2024
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting
EMNLP 2023
Incorporating Task-Specific Concept Knowledge into Script Learning
EACL 2023
Measuring the Effect of Influential Messages on Varying Personas
ACL 2023
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction
ACL 2021