Yujie Feng
11 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Bronze 🗃️ Keyword Collector (55) ⚡ Prolific Year · Productive
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The Questioner
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Machine Learning
(9)
Core AI
(7)
Natural Language Processing
(6)
Learning Types · Machine Learning
(6)
Learning Paradigms
(4)
Deep Learning
(3)
Application Areas
(3)
Core Methods
(3)
Generation
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Learning Types · Deep Learning
(2)
Models
(2)
Applications
(1)
Keywords
continual learning
(5)
large language model
(5)
catastrophic forgetting
(4)
dialogue state tracking
(4)
knowledge transfer
(2)
knowledge fusion
(2)
model merging
(2)
zero-shot learning
(2)
llm evaluation
(1)
feature correlation
(1)
knowledge distillation
(1)
instruction following
(1)
parameter update
(1)
task-oriented dialogue
(1)
language model
(1)
prompt engineering
(1)
instruction tuning
(1)
out-of-distribution detection
(1)
model fusion
(1)
knowledge editing
(1)
Papers
FOREVER: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning
ACL 2026
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
EMNLP 2025
DearLLM: Enhancing Personalized Healthcare via Large Language Models-Deduced Feature Correlations
AAAI 2025
GeoEdit: Geometric Knowledge Editing for Large Language Models
EMNLP 2025
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
ACL 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
ACL 2025
Continual Dialogue State Tracking via Reason-of-Select Distillation
ACL 2024
How Good Are LLMs at Out-of-Distribution Detection?
COLING 2024
TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation
ACL 2024
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding
EMNLP 2024
Towards LLM-driven Dialogue State Tracking
EMNLP 2023