Jinyu Guo
13 papers · 2021–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (39) 🏃 Academic Marathon · Sprint 🧬 Topic Evolution
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Keyword Collector
(77)
🔥
Unstoppable · Bronze
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The Questioner
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Prolific Year · Productive
💎
Century Club · Bronze
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Research topics
Artificial Intelligence
(10)
Core AI
(9)
Deep Learning
(7)
Machine Learning
(7)
Natural Language Processing
(6)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(5)
Application Areas
(3)
Applications
(3)
Core Methods
(3)
Generation
(3)
Learning Paradigms
(2)
Optimization & Theory
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Keywords
event argument extraction
(3)
dialogue state tracking
(3)
retrieval-augmented generation
(2)
knowledge distillation
(2)
catastrophic forgetting
(2)
named entity recognition
(2)
conditional generation
(1)
transfer learning
(1)
continual learning
(1)
chain-of-thought reasoning
(1)
information retrieval
(1)
semantic search
(1)
few-shot learning
(1)
low-resource learning
(1)
deep hashing
(1)
document-level extraction
(1)
machine unlearning
(1)
joint learning
(1)
knowledge unlearning
(1)
in-context learning
(1)
Papers
AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse
ACL 2026
ALTER: Asymmetric LoRA for Token-Entropy-Guided Unlearning of LLMs
AAAI 2026
CAP: Controllable Alignment Prompting for Unlearning in LLMs
ACL 2026
Learning Adaptive and Expandable Mixture Model for Continual Learning
AAAI 2026
MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation
AAAI 2026
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps
ACL 2025
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation
ACL 2025
Scented-EAE: Stage-Customized Entity Type Embedding for Event Argument Extraction
ACL 2024
Thinking about how to extract: Energizing LLMs’ emergence capabilities for document-level event argument extraction
ACL 2024
Learning to Imagine: Distillation-Based Interactive Context Exploitation for Dialogue State Tracking
AAAI 2023
What Is Overlap Knowledge in Event Argument Extraction? APE: A Cross-datasets Transfer Learning Model for EAE
ACL 2023
Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking
ACL 2022
Dual Slot Selector via Local Reliability Verification for Dialogue State Tracking
ACL 2021