Yijia Fan
11 papers · 2025–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 🌍 Conference Polyglot · Silver ⭐ Rising Star (11) 🤝 Dynamic Duo (11)
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Keyword Collector
(60)
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Prolific Year · Productive
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Century Club · Bronze
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Research topics
Artificial Intelligence
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Core AI
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Machine Learning
(7)
Deep Learning
(4)
Natural Language Processing
(4)
Models
(3)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Architectures
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
multi-agent system
(2)
large language model
(2)
reinforcement learning
(1)
causal discovery
(1)
attention mechanism
(1)
question answering
(1)
information retrieval
(1)
vector quantization
(1)
multi-label classification
(1)
cross-modal retrieval
(1)
dynamic routing
(1)
efficient computing
(1)
token efficiency
(1)
hierarchical reinforcement learning
(1)
distribution matching
(1)
text generation
(1)
thompson sampling
(1)
monte carlo tree search
(1)
generative model
(1)
embedding space
(1)
Papers
3DAlign-DAER: Dynamic Attention Policy and Efficient Retrieval Strategy for Fine-grained 3D-Text Alignment at Scale
AAAI 2026
Cost-Effective Communication: An Auction-based Method for Language Agent Interaction
AAAI 2026
Hybrid Token Compression for Vision-Language Models
CVPR 2026
LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction
AAAI 2026
RaCoT: Plug-and-Play Contrastive Example Generation Mechanism for Enhanced LLM Reasoning Reliability
AAAI 2026
Reinforcement Learning for Diffusion LLMs via Energy-Based Gibbs Alignment
ACL 2026
CCG: Rare-Label Prediction via Neural SEM–Driven Causal Game
EMNLP 2025
DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off
EMNLP 2025
KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems
ICML 2025
OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration
EMNLP 2025
Towards More Efficient Post-training via Fourier Domain Adapter Framework
EMNLP 2025