Junhao Liu
13 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (38)
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Topic Evolution
ποΈ
Keyword Collector
(82)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(9)
Top co-authors
Research topics
Artificial Intelligence
(9)
Machine Learning
(8)
Core AI
(8)
Natural Language Processing
(6)
Core Methods
(4)
Application Areas
(3)
Applications
(3)
Generation
(3)
Learning Types Β· Machine Learning
(3)
Deep Learning
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Keywords
large language model
(3)
knowledge distillation
(2)
one-shot learning
(1)
benchmark evaluation
(1)
transfer learning
(1)
sentiment analysis
(1)
code completion
(1)
image captioning
(1)
attention mechanism
(1)
text classification
(1)
question answering
(1)
response generation
(1)
commonsense knowledge
(1)
multimodal learning
(1)
representation learning
(1)
temporal information
(1)
visual reasoning
(1)
reading comprehension
(1)
task-oriented dialogue
(1)
model compression
(1)
Papers
Revitalizing Black-Box Interpretability: Actionable Interpretability for LLMs via Proxy Models
ACL 2026
Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs
AAAI 2025
ReX: A Framework for Incorporating Temporal Information in Model-Agnostic Local Explanation Techniques
AAAI 2025
Marathon: A Race Through the Realm of Long Context with Large Language Models
ACL 2024
One-Shot Learning as Instruction Data Prospector for Large Language Models
ACL 2024
Understanding Transcriptional Regulatory Redundancy by Learnable Global Subset Perturbations
ACML 2024
A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization
NeurIPS 2023
Self-Distillation with Meta Learning for Knowledge Graph Completion
EMNLP 2022
Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews
ACL 2021
Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation
COLING 2020
Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems
COLING 2020
Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering
AAAI 2020
Interactive Dual Generative Adversarial Networks for Image Captioning
AAAI 2020