Yiyan Qi
12 papers · 2024–2026 · 7 venues · across top CS/AI venues
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 💎 Century Club · Bronze ⚡ Prolific Year · Productive
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graph neural network
(3)
dynamic graph
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representation learning
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multimodal large language model
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attention mechanism
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data augmentation
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benchmark evaluation
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semantic search
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anomaly detection
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visual grounding
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language understanding
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instruction tuning
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code retrieval
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multimodal retrieval
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information retrieval
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entropy regularization
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adversarial attack
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mixture of expert
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vision-language model
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chain-of-thought reasoning
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Papers
BAG: Benchmarking Anomaly Detection on Dynamic Graphs
AAAI 2026
ReAttn: Improving Attention-based Re-ranking via Attention Re-weighting
EACL 2026
Semantics-Preserving Adversarial Attacks on Event-Driven Stock Prediction Models
AAAI 2026
Beyond Function-Level Search: Repository-Aware Dual-Encoder Code Retrieval with Adversarial Verification
EMNLP 2025
ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding
ICLR 2025
ChartPoint: Guiding MLLMs with Grounding Reflection for Chart Reasoning
ICCV 2025
Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models
EMNLP 2025
MasRouter: Learning to Route LLMs for Multi-Agent Systems
ACL 2025
Rationalizing and Augmenting Dynamic Graph Neural Networks
ICLR 2025
Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion
NAACL 2025
VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training
EMNLP 2025
FreeDyG: Frequency Enhanced Continuous-Time Dynamic Graph Model for Link Prediction
ICLR 2024