Guangyuan SHI
8 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (26)
π£
Hot Topic Early Bird
Conferences
ACL (3)
EMNLP (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
catastrophic forgetting
(3)
knowledge transfer
(3)
large language model
(3)
continual learning
(3)
dialogue state tracking
(2)
few-shot learning
(2)
transfer learning
(1)
domain adaptation
(1)
image generation
(1)
prompt engineering
(1)
text generation
(1)
incremental learning
(1)
instruction following
(1)
intent classification
(1)
model merging
(1)
multi-task learning
(1)
image super-resolution
(1)
diffusion model
(1)
language model
(1)
parameter importance
(1)
Papers
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
ACL 2025
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding
EMNLP 2024
TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation
ACL 2024
EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs
ACL 2024
Recon: Reducing Conflicting Gradients From the Root For Multi-Task Learning
ICLR 2023
Real-World Image Super-Resolution as Multi-Task Learning
NIPS 2023
Effectiveness of Pre-training for Few-shot Intent Classification
EMNLP 2021
Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima
NIPS 2021