Kaitong Cai
12 papers · 2025–2026 · 4 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (30) 🌍 Conference Polyglot · Bronze ⭐ Rising Star (12) 🤝 Dynamic Duo (12)
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vision-language model
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monte carlo tree search
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large language model
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multi-agent system
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causal discovery
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model calibration
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policy optimization
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question answering
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hierarchical planning
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text generation
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information retrieval
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image captioning
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multi-label classification
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cross-modal retrieval
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token efficiency
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attention mechanism
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efficient computing
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hierarchical reinforcement learning
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markov decision process
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dynamic routing
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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
Dynamics-Aware Preference Optimization for Vision-Language Models
CVPR 2026
Hybrid Token Compression for Vision-Language Models
CVPR 2026
LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction
AAAI 2026
Provably Safe Offline-to-Online RL: Decoupling Learning from Data-Driven Safety Enforcement
ACL 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
Top-Down Semantic Refinement for Image Captioning
AAAI 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
OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration
EMNLP 2025