Simin Niu
10 papers · 2024–2026 · 2 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (32) 🌍 Conference Polyglot · Bronze 🌈 Renaissance Researcher (5) 💎 Century Club · Bronze
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Machine Learning
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Artificial Intelligence
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Natural Language Processing
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Core AI
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Deep Learning
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Generation
(4)
Learning Types · Machine Learning
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Resources & Methods
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Knowledge & Reasoning
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Keywords
large language model
(5)
retrieval-augmented generation
(4)
domain adaptation
(2)
knowledge graph embedding
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benchmark evaluation
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data augmentation
(1)
embedding space
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few-shot learning
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model pruning
(1)
temporal knowledge graph
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adversarial attack
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information retrieval
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entity embedding
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convolutional neural network
(1)
mixture of expert
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text generation
(1)
poisoning attack
(1)
embedding alignment
(1)
adversarial defense
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question answering
(1)
Papers
Safe RAG by RAG: Untying the Bell That RAG Rang with the RAG Hand
AAAI 2026
SEAP: Sparse Expert Activation Pruning Unlocks the Brainpower of Large Language Models
AAAI 2026
GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning
ACL 2025
Integrating Large Language Models and Möbius Group Transformations for Temporal Knowledge Graph Embedding on the Riemann Sphere
AAAI 2025
MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System
ACL 2025
QAEncoder: Towards Aligned Representation Learning in Question Answering Systems
ACL 2025
SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model
ACL 2025
Biomedical Knowledge Graph Embedding with Householder Projection (Student Abstract)
AAAI 2024
UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation
ACL 2024
When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract)
AAAI 2024