Juhua Liu
14 papers · 2020–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (39)
🏆
Keyword Champion
(2)
🤝
Dynamic Duo
(14)
🗃️
Keyword Collector
(76)
💎
Century Club · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(8)
Artificial Intelligence
(7)
Natural Language Processing
(7)
Computer Vision
(6)
Core AI
(6)
Analysis
(5)
Resources & Methods
(5)
Architectures
(4)
Optimization & Theory · Machine Learning
(4)
Optimization & Theory · Deep Learning
(4)
Applications
(3)
Learning Types
(3)
Processing
(3)
Application Areas
(2)
Keywords
scene text recognition
(3)
scene text detection
(3)
model compression
(3)
knowledge distillation
(2)
model generalization
(2)
student model
(2)
autoregressive language model
(2)
large language model
(2)
neural network optimization
(1)
weak supervision
(1)
self-supervised learning
(1)
sharpness-aware minimization
(1)
contrastive learning
(1)
minimax optimization
(1)
object tracking
(1)
multi-task learning
(1)
parameter optimization
(1)
fisher information
(1)
training efficiency
(1)
text-to-image generation
(1)
Papers
KaFT: Knowledge-aware Fine-tuning for Boosting LLMs’ Domain-specific Question-Answering Performance
ACL 2025
Rethink Sparse Signals for Pose-guided Text-to-image Generation
ICCV 2025
GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching
NeurIPS 2024
Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL
EMNLP 2024
Revisiting Knowledge Distillation for Autoregressive Language Models
ACL 2024
ROSE Doesn’t Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding
ACL 2024
DeepSolo: Let Transformer Decoder With Explicit Points Solo for Text Spotting
CVPR 2023
DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer
AAAI 2023
Revisiting Token Dropping Strategy in Efficient BERT Pretraining
ACL 2023
Self-Evolution Learning for Discriminative Language Model Pretraining
ACL 2023
Zero-shot Sharpness-Aware Quantization for Pre-trained Language Models
EMNLP 2023
Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models
EMNLP 2022
Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition
AAAI 2022
TextFuseNet: Scene Text Detection with Richer Fused Features
IJCAI 2020