Guojun Ma
5 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Research topics
Keywords
large language model
(2)
knowledge editing
(1)
multimodal learning
(1)
instruction tuning
(1)
reinforcement learning from human feedback
(1)
mutual information
(1)
monte carlo tree search
(1)
language model
(1)
pre-trained model
(1)
instruction fine-tuning
(1)
mechanistic interpretability
(1)
sparse autoencoder
(1)
weak-to-strong generalization
(1)
inference-time alignment
(1)
information injection
(1)
dialogue system
(1)
feature discovery
(1)
cross-modal feature
(1)
image-text classification
(1)
process flow
(1)
Papers
W2S-AlignTree: Weak-to-Strong Inference-Time Alignment for Large Language Models via Monte Carlo Tree Search
AAAI 2026
AnyEdit: Edit Any Knowledge Encoded in Language Models
ICML 2025
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts
ACL 2025
Route Sparse Autoencoder to Interpret Large Language Models
EMNLP 2025
Expanding Large Pre-Trained Unimodal Models With Multimodal Information Injection for Image-Text Multimodal Classification
CVPR 2022