Integrating Syntactic and Semantic Knowledge in AMR Parsing with Heterogeneous Graph Attention Network. - Yikemaiti Sataer; Chuanqi Shi; Miao Gao; Yunlong Fan; Bin Li; Zhiqiang Gao (ICASSP, 2023)

Exploration and comparison of diverse approaches for integrating syntactic knowledge into AMR parsing. - Yikemaiti Sataer; Zhiqiang Gao; Yunlong Fan; Bin Li; Miao Gao; Chuanqi Shi (Appl. Intell., 2023)

Few-Shot Semantic Dependency Parsing via Graph Contrastive Learning. - Bin Li; Yunlong Fan; Yikemaiti Sataer; Chuanqi Shi; Miao Gao; Zhiqiang Gao (LREC/COLING, 2024)

Robustness of Large Language Models Against Adversarial Attacks. - Yiyi Tao; Yixian Shen; Hang Zhang; Yanxin Shen; Lun Wang; Chuanqi Shi; Shaoshuai Du (CoRR, 2024)

Comparative Analysis of Listwise Reranking with Large Language Models in Limited-Resource Language Contexts. - Yanxin Shen; Lun Wang; Chuanqi Shi; Shaoshuai Du; Yiyi Tao; Yixian Shen; Hang Zhang (CoRR, 2024)

Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks. - Huan Wang 005; Ruigang Liu; Chuanqi Shi; Junyang Chen 001; Lei Fang 001; Shun Liu; Zhiguo Gong (ACM Trans. Knowl. Discov. Data, 2024)

Hierarchical information matters! Improving AMR parsing with multi-granularity representation interactions. - Yikemaiti Sataer; Yunlong Fan; Bin Li; Miao Gao; Chuanqi Shi; Zhiqiang Gao (Inf. Process. Manag., 2024)

Improving diversity and discriminability based implicit contrastive learning for unsupervised domain adaptation. - Heng Xu; Chuanqi Shi; WenZe Fan; Zhenghan Chen (Appl. Intell., 2024)

RASPberry: Retrieval-Augmented Monte Carlo Tree Self-Play with Reasoning Consistency for Multi-Hop Question Answering. - Baixuan Li; Yunlong Fan; Tianyi Ma; Miao Gao; Chuanqi Shi; Zhiqiang Gao (ACL (Findings), 2025)

AltGen: AI-Driven Alt Text Generation for Enhancing EPUB Accessibility. - Yixian Shen; Hang Zhang; Yanxin Shen; Lun Wang; Chuanqi Shi; Shaoshuai Du; Yiyi Tao (CoRR, 2025)

Zero-Shot End-to-End Relation Extraction in Chinese: A Comparative Study of Gemini, LLaMA and ChatGPT. - Shaoshuai Du; Yiyi Tao; Yixian Shen; Hang Zhang; Yanxin Shen; Xinyu Qiu; Chuanqi Shi (CoRR, 2025)

Deep Semantic Graph Learning via LLM based Node Enhancement. - Chuanqi Shi; Yiyi Tao; Hang Zhang; Lun Wang; Shaoshuai Du; Yixian Shen; Yanxin Shen (CoRR, 2025)

Comparative Analysis of Large Language Models for Context-Aware Code Completion using SAFIM Framework. - Hang Zhang; Yanxin Shen; Lun Wang; Chuanqi Shi; Shaoshuai Du; Yiyi Tao; Yixian Shen (CoRR, 2025)

Performance Review on LLM for solving leetcode problems. - Lun Wang; Chuanqi Shi; Shaoshui Du; Yiyi Tao; Yixian Shen; Hang Zheng; Yanxin Shen; Xinyu Qiu (CoRR, 2025)

Multitask Asynchronous Metalearning for Few-Shot Anomalous Node Detection in Dynamic Networks. - Yifan Hong 001; Chuanqi Shi; Junyang Chen 001; Huan Wang 005; Di Wang 015 (IEEE Trans. Comput. Soc. Syst., 2025)