Dongyang Li
18 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (47) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(10)
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Topic Evolution
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Renaissance Researcher
(6)
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(99)
Top co-authors
Research topics
Machine Learning
(13)
Artificial Intelligence
(12)
Core AI
(11)
Deep Learning
(10)
Natural Language Processing
(10)
Learning Types Β· Deep Learning
(7)
Application Areas
(6)
Applications
(6)
Resources & Methods
(5)
Core Methods
(4)
Computer Vision
(3)
Learning Types Β· Machine Learning
(3)
Generation
(2)
Learning Paradigms
(2)
Models
(2)
Keywords
retrieval-augmented generation
(4)
large language model
(4)
knowledge editing
(3)
zero-shot learning
(2)
contrastive learning
(2)
feature interaction
(2)
diffusion model
(2)
knowledge graph
(2)
multi-hop question answering
(2)
language model
(2)
natural language processing
(1)
relation extraction
(1)
cross-lingual transfer
(1)
chain-of-thought reasoning
(1)
data augmentation
(1)
domain adaptation
(1)
catastrophic forgetting
(1)
prompt learning
(1)
multilingual nlp
(1)
feature importance
(1)
Papers
AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering
ACL 2026
A Unified Framework for Modeling Heterogeneous Financial Data via Dual-Granularity Prompting
ACL 2026
DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation
AAAI 2026
Mnemosyne: Accelerating Multi-Hop Question Answering via Cache Hit Order Fitting
AAAI 2026
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering
ACL 2025
Improving Efficiency in Large Language Models via Extendable Block Floating Point Representation
ACL 2025
CIDR: A Cooperative Integrated Dynamic Refining Method for Minimal Feature Removal Problem
AAAI 2024
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models
ACL 2024
Enhancing Hyperspectral Images via Diffusion Model and Group-Autoencoder Super-resolution Network
AAAI 2024
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning
COLING 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning
EMNLP 2024
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models
ACL 2024
PE: A Poincare Explanation Method for Fast Text Hierarchy Generation
EMNLP 2024
UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding
COLING 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
NeurIPS 2024
Frequency Domain Disentanglement for Arbitrary Neural Style Transfer
AAAI 2023
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction
ACL 2022
Learning Accurate Entropy Model with Global Reference for Image Compression
ICLR 2021