Chia-Yuan Chang
6 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Application Areas
(4)
Deep Learning
(2)
Natural Language Processing
(2)
Data Science & Analytics
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Keywords
large language model
(2)
pretraining
(1)
time series forecasting
(1)
reward function
(1)
adaptive filtering
(1)
natural language
(1)
markov model
(1)
downstream task
(1)
retrieval-augmented generation
(1)
context window
(1)
inference latency
(1)
prompt compression
(1)
large-scale dataset
(1)
faithful explanation
(1)
perturbation method
(1)
error accumulation
(1)
explanation evaluation
(1)
multi-agent system
(1)
document filtering
(1)
model-agnostic framework
(1)
Papers
FaithLM: Towards Faithful Explanations for Large Language Models
EACL 2026
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
ACL 2025
Learning to Compress Prompt in Natural Language Formats
NAACL 2024
LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning
ICML 2024
TVE: Learning Meta-attribution for Transferable Vision Explainer
ICML 2024
A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting
AAAI 2021