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2020 – today
- 2025
[c4]Muzhi Li, Cehao Yang, Chengjin Xu, Zixing Song, Xuhui Jiang, Jian Guo, Ho-fung Leung, Irwin King:
Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning. AAAI 2025: 12102-12111- [c3]Cehao Yang, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Shengjie Ma, Aofan Liu, Hui Xiong, Jian Guo:
LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data. ACL (Findings) 2025: 3236-3256 - [c2]Shengjie Ma, Chengjin Xu, Xuhui Jiang, Muzhi Li, Huaren Qu, Cehao Yang, Jiaxin Mao, Jian Guo:
Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation. ICLR 2025 - [c1]Muzhi Li, Cehao Yang, Chengjin Xu, Xuhui Jiang, Yiyan Qi, Jian Guo, Ho-fung Leung, Irwin King:
Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion. NAACL (Long Papers) 2025: 4349-4363 - [i10]Cehao Yang, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Shengjie Ma, Aofan Liu, Hui Xiong, Jian Guo:
LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data. CoRR abs/2502.12583 (2025) - [i9]Bokai Cao, Xueyuan Lin, Yiyan Qi, Chengjin Xu, Cehao Yang, Jian Guo:
Financial Wind Tunnel: A Retrieval-Augmented Market Simulator. CoRR abs/2503.17909 (2025) - [i8]Xuhui Jiang, Shengjie Ma, Chengjin Xu, Cehao Yang, Liyu Zhang, Jian Guo:
Synthesize-on-Graph: Knowledgeable Synthetic Data Generation for Continue Pre-training of Large Language Models. CoRR abs/2505.00979 (2025) - [i7]Cehao Yang, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Xiaojun Wu, Honghao Liu, Hui Xiong, Jian Guo:
Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning. CoRR abs/2505.17266 (2025) - [i6]Xiaojun Wu, Cehao Yang, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Yuanliang Sun, Hui Xiong, Jia Li, Jian Guo:
Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval. CoRR abs/2509.21710 (2025) - [i5]Cehao Yang, Xiaojun Wu, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Yuanliang Sun, Jia Li, Hui Xiong, Jian Guo:
GraphSearch: An Agentic Deep Searching Workflow for Graph Retrieval-Augmented Generation. CoRR abs/2509.22009 (2025) - 2024
- [i4]Chengjin Xu, Muzhi Li, Cehao Yang, Xuhui Jiang, Lumingyuan Tang, Yiyan Qi, Jian Guo:
Context Graph. CoRR abs/2406.11160 (2024) - [i3]Cehao Yang, Chengjin Xu, Yiyan Qi:
Financial Knowledge Large Language Model. CoRR abs/2407.00365 (2024) - [i2]Muzhi Li, Cehao Yang, Chengjin Xu, Zixing Song, Xuhui Jiang, Jian Guo, Ho-fung Leung, Irwin King:
Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning. CoRR abs/2410.16803 (2024) - [i1]Muzhi Li, Cehao Yang, Chengjin Xu, Xuhui Jiang, Yiyan Qi, Jian Guo, Ho-fung Leung, Irwin King:
Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion. CoRR abs/2411.08165 (2024)
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