Junting Lu
6 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
⭐
Rising Star
(6)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(3)
Natural Language Processing
(3)
Resources & Methods
(3)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Applications
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Understanding
(1)
Keywords
large language model
(3)
prompt optimization
(2)
syntactic parsing
(1)
multimodal learning
(1)
neural network optimization
(1)
instruction tuning
(1)
language model
(1)
gradient approximation
(1)
cross-entropy loss
(1)
retrieval-augmented generation
(1)
cross entropy
(1)
human-ai interaction
(1)
multilingual model
(1)
application programming interface
(1)
user interface
(1)
cross-lingual generalization
(1)
structural reasoning
(1)
multi-agent system
(1)
document organization
(1)
how-to question answering
(1)
Papers
Gradient-Guided Multi-Judge Prompt Optimization
ACL 2026
Metaphor Reasoning is Meta-reasoning
ACL 2026
TASE: Token Awareness and Structured Evaluation for Multilingual Language Models
AAAI 2026
AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents
ACL 2025
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models
EMNLP 2025
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
EMNLP 2025