Junyi Liu
7 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core AI
(1)
Keywords
large language model
(2)
reinforcement learning
(2)
uncertainty quantification
(1)
in-context learning
(1)
natural language generation
(1)
autoregressive generation
(1)
bipartite matching
(1)
confidence calibration
(1)
feature importance
(1)
social network analysis
(1)
gaussian process regression
(1)
gradient boosting
(1)
reward function
(1)
multi-objective optimization
(1)
adversarial defense
(1)
language model
(1)
poisoning attack
(1)
visual text generation
(1)
inference efficiency
(1)
retrieval-augmented generation
(1)
Papers
Analyzing Hate Speech Amplification on Fringe Platforms
ACL 2026
Confidence-Calibrated Small-Large Language Model Collaboration for Cost-Efficient Reasoning
EACL 2026
POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation
CVPR 2026
Practical Global and Local Bounds in Gaussian Process Regression via Chaining
AAAI 2026
Efficient Hybrid Generation Framework for Aspect-Based Sentiment Analysis
EACL 2023
Preventing Attacks in Interbank Credit Rating with Selective-aware Graph Neural Network
IJCAI 2023
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction
EMNLP 2023