Xinwei Long
12 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26)
🧬
Topic Evolution
🗃️
Keyword Collector
(60)
💎
Century Club · Bronze
❓
The Questioner
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(11)
Core AI
(8)
Natural Language Processing
(7)
Machine Learning
(6)
Deep Learning
(5)
Application Areas
(5)
Applications · Natural Language Processing
(5)
Learning Paradigms
(3)
Learning Types · Deep Learning
(3)
Resources & Methods
(3)
Computer Vision
(1)
Reinforcement Learning
(1)
Applications · Computer Vision
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Keywords
large language model
(4)
knowledge distillation
(3)
retrieval-augmented generation
(3)
low-rank adaptation
(3)
multimodal learning
(2)
parameter-efficient fine-tuning
(2)
reinforcement learning
(2)
knowledge retrieval
(2)
in-context learning
(2)
text representation
(1)
information retrieval
(1)
multi-task learning
(1)
named entity recognition
(1)
video understanding
(1)
chain-of-thought reasoning
(1)
visual question answering
(1)
instruction tuning
(1)
model fusion
(1)
first-order logic
(1)
question answering
(1)
Papers
ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation
AAAI 2026
AdsQA: Towards Advertisement Video Understanding
ICCV 2025
In-Context Meta LoRA Generation
IJCAI 2025
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
AAAI 2025
ReviewRL: Towards Automated Scientific Review with RL
EMNLP 2025
Sensitivity-LoRA : Low-Load Sensitivity-Based Fine-Tuning for Large Language Models
EMNLP 2025
Generative Multi-Modal Knowledge Retrieval with Large Language Models
AAAI 2024
PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning
NAACL 2024
Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever
ACL 2024
CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model
EMNLP 2023
Consistent Inference for Dialogue Relation Extraction
IJCAI 2021
Hierarchical Region Learning for Nested Named Entity Recognition
EMNLP 2020