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Publications

• Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts
  Xianda Zheng, Zijian Huang, Meng-Fen Chiang, Jiamou Liu, Yuan Fang, Michael Witbrock, Kaiqi Zhao
  Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026)
  [arXiv]
• Relation-Aware Multimodal Analogical Reasoning with Modality Fingerprints and Adaptive Gating
  Ruofan Wang, Zijian Huang, Qiqi Wang, Yuchen Su, Robert Amor, Kaiqi Zhao, Meng-Fen Chiang
  The ACM Web Conference 2026 (WWW 2026)
  [Code]
• Words at Play: Benchmarking Audio Pun Understanding in Large Audio-Language Models
  Yuchen Su, Shaoxin Zhong, Yonghua Zhu, Ruofan Wang, Zijian Huang, Qiqi Wang, Na Zhao, Diana Benavides-Prado, Michael Witbrock
  arXiv preprint
  [PDF]
• A Survey of Pun Generation: Datasets, Evaluations and Methodologies
  Yuchen Su, Yonghua Zhu, Ruofan Wang, Zijian Huang, Diana Benavides-Prado, Michael Witbrock
  Findings of the Association for Computational Linguistics: EMNLP 2025 (EMNLP Findings 2025)
  [PDF]
• SKGSum: Structured Knowledge-Guiding Document Summarization
  Qiqi Wang, Ruofan Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Jiamou Liu, Xianda Zheng, Zijian Huang
  Findings of the Association for Computational Linguistics: ACL 2024 (ACL Findings 2024)
  [PDF]
• Towards Legal Judgment Summarization: A Structure-Enhanced Approach
  Qiqi Wang, Ruofan Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Xianda Zheng, Zeyu Zhang, Zijian Huang
  The 26th European Conference on Artificial Intelligence (ECAI 2023)
  [PDF]
• LinE: Logical Query Reasoning over Hierarchical Knowledge Graph
  Zijian Huang, Meng-Fen Chiang, Wang-Chien Lee
  The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2022)
  [PDF] [Code] [Benchmark]