Hongguang Li
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Natural Language Processing
(4)
Deep Learning
(3)
Application Areas
(3)
Generation
(3)
Applications
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Techniques
(1)
Keywords
large language model
(4)
chinese language
(2)
model compression
(2)
domain generalization
(1)
data augmentation
(1)
conversational ai
(1)
mathematical reasoning
(1)
response generation
(1)
text generation
(1)
prompt-based learning
(1)
machine reading comprehension
(1)
language understanding
(1)
generalization ability
(1)
bayesian optimization
(1)
parameter-efficient fine-tuning
(1)
pre-trained model
(1)
low-rank adaptation
(1)
mixed-precision quantization
(1)
structural pruning
(1)
question answering
(1)
Papers
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations
COLING 2025
QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models
NAACL 2025
RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model
NAACL 2025
From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting
ACL 2024
Natural Response Generation for Chinese Reading Comprehension
EMNLP 2023
Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension
EMNLP 2023
Robustness Testing of Language Understanding in Task-Oriented Dialog
ACL 2021