Caixia Yuan

Venues

Frequent coauthors

Papers

1. EvoMemKG: An Evolvable Memory Agent for Multi-hop Knowledge Graph Reasoning
   ACL 2026 ·

   Shiyu Tian

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2. A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation
   AAAI 2025 ·

   Shiyu Tian

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3. CoTD-PO: Chain-of-Thought Distillation with Preference Optimization
   EMNLP 2025 ·

   Lujie Niu

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4. Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents
   EMNLP 2025 ·

   Haochen Sun

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5. Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models
   ACL 2025 ·

   Yuheng Lu

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6. Data with High and Consistent Preference Difference Are Better for Reward Model
   AAAI 2025 ·

   Qi Lin

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7. VL-DynaRefine: A Vision-Language Dynamic Refinement Approach for Visual Reasoning
   ACM MM 2025 ·

   Jing Ma

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8. KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning
   ACL 2024 ·

   Shiyu Tian

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